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ORCIDAggelos K. Katsaggelos
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- affiliation: Northwestern University, Illinois, USA
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2020 – today
- 2025
[j255]Nikolay Iakovlev
, Florian Schiffers, Santiago Lopez Tapia, Daming Shen, Kyungpyo Hong, Michael Markl, Daniel C. Lee, Aggelos K. Katsaggelos, Daniel Kim:
Computationally Efficient Implicit Training Strategy for Unrolled Networks (IMUNNE): A Preliminary Analysis Using Accelerated Real-Time Cardiac Cine MRI. IEEE Trans. Biomed. Eng. 72(1): 187-197 (2025)- 2024
- [j254]Santiago López-Tapia, Xijun Wang, Aggelos K. Katsaggelos:
Video Variational Deep Atmospheric Turbulence Correction. IEEE Access 12: 127368-127379 (2024) - [j253]Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos:
Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection. Artif. Intell. 331: 104115 (2024) - [j252]Georgios Petmezas, Vasileios E. Papageorgiou, Vassilios Vassilikos, Efstathios Pagourelias, George Tsaklidis, Aggelos K. Katsaggelos, Nicos Maglaveras:
Recent advancements and applications of deep learning in heart failure: Α systematic review. Comput. Biol. Medicine 176: 108557 (2024) - [j251]Miguel López-Pérez, Pablo Morales-Álvarez, Lee A. D. Cooper, Christopher Felicelli, Jeffery A. Goldstein, Brian Vadasz, Rafael Molina, Aggelos K. Katsaggelos:
Learning from crowds for automated histopathological image segmentation. Comput. Medical Imaging Graph. 112: 102327 (2024) - [j250]Shuowen Yang, Fernando Pérez-Bueno, Francisco M. Castro-Macías, Rafael Molina, Aggelos K. Katsaggelos:
BCD-net: Stain separation of histological images using deep variational Bayesian blind color deconvolution. Digit. Signal Process. 145: 104318 (2024) - [j249]Yunan Wu, Bruno Miguel Machado Rocha, Evangelos Kaimakamis, Grigorios-Aris Cheimariotis, Georgios Petmezas, Evangelos Chatzis, Vassilis Kilintzis, Leandros Stefanopoulos, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva, Serafeim Kotoulas, Militsa Bitzani, Aggelos K. Katsaggelos, Nicos Maglaveras:
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters. Expert Syst. Appl. 235: 121089 (2024) - [j248]Jose Pérez-Cano, Yunan Wu, Arne Schmidt, Miguel López-Pérez, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos:
An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection. Expert Syst. Appl. 240: 122296 (2024) - [j247]Glenn Fernandes, Jiayi Zheng, Mahdi Pedram, Christopher Romano, Farzad Shahabi, Blaine Rothrock, Thomas Cohen, Helen Zhu, Tanmeet S. Butani, Josiah D. Hester, Aggelos K. Katsaggelos, Nabil Alshurafa:
HabitSense: A Privacy-Aware, AI-Enhanced Multimodal Wearable Platform for mHealth Applications. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(3): 101:1-101:48 (2024) - [j246]Petros Nyfantis, Pablo Ruiz Matarán, Hector E. Nistazakis, George S. Tombras, Aggelos K. Katsaggelos:
Variable Splitting and Fusing for Image Phase Retrieval. J. Imaging 10(10): 249 (2024) - [j245]Arne Schmidt, Pablo Morales-Álvarez, Lee A. D. Cooper, Lee A. Newberg, Andinet Enquobahrie, Rafael Molina, Aggelos K. Katsaggelos:
Focused active learning for histopathological image classification. Medical Image Anal. 95: 103162 (2024) - [j244]Srutarshi Banerjee, Miesher Rodrigues, Manuel Ballester, Alexander Hans Vija, Aggelos K. Katsaggelos:
Identifying Defects without a priori Knowledge in a Room-Temperature Semiconductor Detector Using Physics Inspired Machine Learning Model. Sensors 24(1): 92 (2024) - [j243]Xinyi Wu, Santiago López-Tapia, Xijun Wang, Rafael Molina, Aggelos K. Katsaggelos:
Real-Time Lightweight Video Super-Resolution With RRED-Based Perceptual Constraint. IEEE Trans. Circuits Syst. Video Technol. 34(10): 10310-10325 (2024) - [j242]Andreas Tzavelis, John Palla, Radhika Mathur, Brittany Bedford, Yung-Hsuan Wu, Jacob Trueb, Hee-Sup Shin, Hany M. Arafa, Hyoyoung Jeong, Wei Ouyang, Jay Young Kwak, Jennifer Chiang, Sydney Schulz, Tina M. Carter, Vittobai Rangaraj, Aggelos K. Katsaggelos, Susanna A. McColley, John A. Rogers:
Development of a Miniaturized Mechanoacoustic Sensor for Continuous, Objective Cough Detection, Characterization and Physiologic Monitoring in Children With Cystic Fibrosis. IEEE J. Biomed. Health Informatics 28(10): 5941-5952 (2024) - [j241]Zixiao Yu, Xinyi Wu, Haohong Wang, Aggelos K. Katsaggelos, Jian Ren:
Automated Adaptive Cinematography for User Interaction in Open World. IEEE Trans. Multim. 26: 6178-6190 (2024) - [j240]Srutarshi Banerjee, Henry H. Chopp, Jianping Zhang, Zihao W. Wang, Peng Kang, Oliver Cossairt, Aggelos K. Katsaggelos:
A Joint Intensity-Neuromorphic Event Imaging System With Bandwidth-Limited Communication Channel. IEEE Trans. Neural Networks Learn. Syst. 35(5): 7216-7230 (2024) - [c408]Yi Li, Yunan Wu, Aggelos K. Katsaggelos:
Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave Glitches. CVPR Workshops 2024: 6837-6846 - [c407]Xijun Wang, Adam Szymanski, Yuki Hamada, Aggelos K. Katsaggelos:
Avian Activity Classification Using Recurrent Networks to Fuse Videos with Metadata on Imbalanced Datasets. ICCAI 2024: 260-265 - [c406]Francisco M. Castro-Macías, Fernando Pérez-Bueno, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Blind Color Deconvolution and Classification of Histological Images Using the Hyperbolic Secant Prior. ISBI 2024: 1-5 - [c405]Ugur Demir, Debesh Jha, Zheyuan Zhang, Elif Keles, Bradley D. Allen, Aggelos K. Katsaggelos, Ulas Bagci:
Explainable Transformer Prototypes for Medical Diagnoses. ISBI 2024: 1-5 - [c404]Hui Lin, Charilaos Apostolidis, Aggelos K. Katsaggelos:
Brighteye: Glaucoma Screening with Color Fundus Photographs Based on Vision Transformer. ISBI 2024: 1-4 - [i63]Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos:
Real-World Atmospheric Turbulence Correction via Domain Adaptation. CoRR abs/2402.07371 (2024) - [i62]Ugur Demir, Debesh Jha, Zheyuan Zhang, Elif Keles, Bradley D. Allen, Aggelos K. Katsaggelos, Ulas Bagci:
Explainable Transformer Prototypes for Medical Diagnoses. CoRR abs/2403.06961 (2024) - [i61]Xijun Wang, Santiago López-Tapia, Alice Lucas, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos:
A General Method to Incorporate Spatial Information into Loss Functions for GAN-based Super-resolution Models. CoRR abs/2403.10589 (2024) - [i60]Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos:
Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection. CoRR abs/2403.14829 (2024) - [i59]Arne Schmidt, Pablo Morales-Álvarez, Lee A. D. Cooper, Lee A. Newberg, Andinet Enquobahrie, Aggelos K. Katsaggelos, Rafael Molina:
Focused Active Learning for Histopathological Image Classification. CoRR abs/2404.04663 (2024) - [i58]Yi Li, Yunan Wu, Aggelos K. Katsaggelos:
Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave Glitches. CoRR abs/2404.15552 (2024) - [i57]Hui Lin, Charilaos Apostolidis, Aggelos K. Katsaggelos:
Brighteye: Glaucoma Screening with Color Fundus Photographs based on Vision Transformer. CoRR abs/2405.00857 (2024) - [i56]Zhihao Huang, Santiago Lopez Tapia, Aggelos K. Katsaggelos:
VDPI: Video Deblurring with Pseudo-inverse Modeling. CoRR abs/2409.00777 (2024) - [i55]Jiaqi Guo, Santiago López-Tapia, Wing Shun Li, Yunnan Wu, Marcelo Carignano, Vadim Backman, Vinayak P. Dravid, Aggelos K. Katsaggelos:
RN-SDEs: Limited-Angle CT Reconstruction with Residual Null-Space Diffusion Stochastic Differential Equations. CoRR abs/2409.13930 (2024) - [i54]Hui Lin, Florian Schiffers, Santiago López-Tapia, Neda Tavakoli, Daniel Kim, Aggelos K. Katsaggelos:
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning. CoRR abs/2409.18340 (2024) - [i53]Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos:
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification. CoRR abs/2410.03276 (2024) - [i52]Elizabeth Teng, Ugur Demir, Zoheyr Doctor, Philipp M. Srivastava, Shamal Lalvani, Vicky Kalogera, Aggelos K. Katsaggelos, Jeff J. Andrews, Simone S. Bavera, Max M. Briel, Seth Gossage, Konstantinos Kovlakas, Matthias U. Kruckow, Kyle Akira Rocha, Meng Sun, Zepei Xing, Emmanouil Zapartas:
Emulators for stellar profiles in binary population modeling. CoRR abs/2410.11105 (2024) - [i51]Hui Lin, Jiyang Li, Ramy Hussein, Xin Sui, Xiaoyu Li, Guangpu Zhu, Aggelos K. Katsaggelos, Zijing Zeng, Yelei Li:
Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning. CoRR abs/2411.11863 (2024) - 2023
- [j239]Miguel López-Pérez, Pablo Morales-Álvarez, Lee A. D. Cooper, Rafael Molina, Aggelos K. Katsaggelos:
Deep Gaussian Processes for Classification With Multiple Noisy Annotators. Application to Breast Cancer Tissue Classification. IEEE Access 11: 6922-6934 (2023) - [j238]Santiago López-Tapia, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Learning Moore-Penrose based residuals for robust non-blind image deconvolution. Digit. Signal Process. 142: 104193 (2023) - [j237]Zixiao Yu, Haohong Wang, Aggelos K. Katsaggelos, Jian Ren:
A Novel Automatic Content Generation and Optimization Framework. IEEE Internet Things J. 10(14): 12338-12351 (2023) - [j236]Pablo Ruiz, Pablo Morales-Álvarez, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos:
Probabilistic fusion of crowds and experts for the search of gravitational waves. Knowl. Based Syst. 261: 110183 (2023) - [j235]Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos, Weisong Shi:
Reinforcement Learning for Adaptive Video Compressive Sensing. ACM Trans. Intell. Syst. Technol. 14(5): 81:1-81:21 (2023) - [c403]Miguel López-Pérez, Pablo Morales-Álvarez, Lee A. D. Cooper, Rafael Molina, Aggelos K. Katsaggelos:
Crowdsourcing Segmentation of Histopathological Images Using Annotations Provided by Medical Students. AIME 2023: 245-249 - [c402]Soroush Shahi, Sougata Sen, Mahdi Pedram, Rawan Alharbi, Yang Gao, Aggelos K. Katsaggelos, Josiah D. Hester, Nabil Alshurafa:
Detecting Eating and Social Presence with All Day Wearable RGB-T. CHASE 2023: 68-79 - [c401]Aniket Dashpute, Vishwanath Saragadam, Emma Alexander, Florian Willomitzer, Aggelos K. Katsaggelos, Ashok Veeraraghavan, Oliver Cossairt:
Thermal Spread Functions (TSF): Physics-Guided Material Classification. CVPR 2023: 1641-1650 - [c400]Jennifer J. Sun, Lili Karashchuk, Amil Dravid, Serim Ryou, Sonia Fereidooni, John C. Tuthill, Aggelos K. Katsaggelos, Bingni W. Brunton, Georgia Gkioxari, Ann Kennedy, Yisong Yue, Pietro Perona:
BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos. CVPR 2023: 9001-9010 - [c399]Hui Lin, Santiago Lopez Tapia, Florian Schiffers, Yunan Wu, Huili Yang, Nikolay Iakovlev, Bradley D. Allen, Ryan Avery, Daniel C. Lee, Daniel Kim, Aggelos K. Katsaggelos:
Usformer: A Light Neural Network for Left Atrium Segmentation of 3D LGE MRI. EUSIPCO 2023: 995-999 - [c398]Shuowen Yang, Fernando Pérez-Bueno, Francisco M. Castro-Macías, Rafael Molina, Aggelos K. Katsaggelos:
Deep Bayesian Blind Color Deconvolution of Histological Images. ICIP 2023: 710-714 - [c397]Santiago López-Tapia, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Deep Robust Image Restoration Using the Moore-Penrose Blur Inverse. ICIP 2023: 775-779 - [c396]Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt:
Spiking GLOM: Bio-Inspired Architecture for Next-Generation Object Recognition. ICIP 2023: 950-954 - [c395]Santiago López-Tapia, Xijun Wang, Aggelos K. Katsaggelos:
Variational Deep Atmospheric Turbulence Correction for Video. ICIP 2023: 3568-3572 - [c394]Shamal Lalvani, Aggelos K. Katsaggelos:
Control of a Water Tank System with Value Function Approximation. AIAI (1) 2023: 36-44 - [c393]Yunan Wu, Francisco M. Castro-Macías, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos:
Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection. MICCAI (5) 2023: 327-337 - [c392]Jiaqi Guo, Emanuel A. Azcona, Santiago Lopez Tapia, Aggelos K. Katsaggelos:
Stage Detection of Mild Cognitive Impairment: Region-dependent Graph Representation Learning on Brain Morphable Meshes. MIDL 2023: 888-904 - [c391]Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos:
Atmospheric Turbulence Correction via Variational Deep Diffusion. MIPR 2023: 1-4 - [c390]Zixiao Yu, Xinyi Wu, Haohong Wang, Aggelos K. Katsaggelos, Jian Ren:
Adaptive Auto-Cinematography in Open Worlds. MIPR 2023: 1-6 - [i50]Yunan Wu, Amil Dravid, Ramsey Michael Wehbe, Aggelos K. Katsaggelos:
DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels. CoRR abs/2301.08798 (2023) - [i49]Xinyi Wu, Haohong Wang, Aggelos K. Katsaggelos:
The secret of immersion: actor driven camera movement generation for auto-cinematography. CoRR abs/2303.17041 (2023) - [i48]Aniket Dashpute, Vishwanath Saragadam, Emma Alexander, Florian Willomitzer, Aggelos K. Katsaggelos, Ashok Veeraraghavan, Oliver Cossairt:
Thermal Spread Functions (TSF): Physics-guided Material Classification. CoRR abs/2304.00696 (2023) - [i47]Xijun Wang, Aggelos K. Katsaggelos:
Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization. CoRR abs/2305.04186 (2023) - [i46]Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos:
Atmospheric Turbulence Correction via Variational Deep Diffusion. CoRR abs/2305.05077 (2023) - [i45]Yunan Wu, Francisco M. Castro-Macías, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos:
Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection. CoRR abs/2307.09457 (2023) - [i44]Hui Lin, Tom Liu, Aggelos K. Katsaggelos, Adrienne S. Kline:
StenUNet: Automatic Stenosis Detection from X-ray Coronary Angiography. CoRR abs/2310.14961 (2023) - [i43]Tom Liu, Hui Lin, Aggelos K. Katsaggelos, Adrienne S. Kline:
YOLO-Angio: An Algorithm for Coronary Anatomy Segmentation. CoRR abs/2310.15898 (2023) - [i42]Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt:
Event-based Shape from Polarization with Spiking Neural Networks. CoRR abs/2312.16071 (2023) - 2022
- [j234]Fernando Pérez-Bueno, Juan G. Serra, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification. Comput. Medical Imaging Graph. 97: 102048 (2022) - [j233]Miguel López-Pérez, Arne Schmidt, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos:
Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection. Comput. Methods Programs Biomed. 219: 106783 (2022) - [j232]Rawan Alharbi, Soroush Shahi, Stefany Cruz, Lingfeng Li, Sougata Sen, Mahdi Pedram, Christopher Romano, Josiah D. Hester, Aggelos K. Katsaggelos, Nabil Alshurafa:
SmokeMon: Unobtrusive Extraction of Smoking Topography Using Wearable Energy-Efficient Thermal. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(4): 155:1-155:25 (2022) - [j231]Xin Yuan, David J. Brady, Jinli Suo, Henry Arguello, Miguel Rodrigues, Aggelos K. Katsaggelos:
Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing. IEEE J. Sel. Top. Signal Process. 16(4): 603-607 (2022) - [j230]Pablo Morales-Álvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos:
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1534-1551 (2022) - [j229]Peiqi Duan, Zihao W. Wang, Boxin Shi, Oliver Cossairt, Tie-Jun Huang, Aggelos K. Katsaggelos:
Guided Event Filtering: Synergy Between Intensity Images and Neuromorphic Events for High Performance Imaging. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8261-8275 (2022) - [j228]Georgios Petmezas, Grigorios-Aris Cheimariotis, Leandros Stefanopoulos, Bruno Miguel Machado Rocha, Rui Pedro Paiva, Aggelos K. Katsaggelos, Nicos Maglaveras:
Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function. Sensors 22(3): 1232 (2022) - [j227]Hasan Asy'ari Arief, Peter James Thomas, Kevin Constable, Aggelos K. Katsaggelos:
Towards Building a Distributed Virtual Flow Meter via Compressed Continual Learning. Sensors 22(24): 9878 (2022) - [j226]Qiqin Dai, Fengqiang Li, Oliver Cossairt, Aggelos K. Katsaggelos:
Adaptive Illumination Based Depth Sensing Using Deep Superpixel and Soft Sampling Approximation. IEEE Trans. Computational Imaging 8: 224-235 (2022) - [c389]Amil Dravid, Aggelos K. Katsaggelos:
Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks (Student Abstract). AAAI 2022: 12939-12940 - [c388]Amil Dravid, Florian Schiffers, Boqing Gong, Aggelos K. Katsaggelos:
medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space. CVPR Workshops 2022: 2935-2944 - [c387]Amil Dravid, Florian Schiffers, Yunan Wu, Oliver Cossairt, Aggelos K. Katsaggelos:
Investigating the Potential of Auxiliary-Classifier Gans for Image Classification in Low Data Regimes. ICASSP 2022: 3318-3322 - [c386]Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt:
Event - Driven Tactile Learning with Location Spiking Neurons. IJCNN 2022: 1-9 - [c385]Yunan Wu, Pierre Besson, Emanuel A. Azcona, S. Kathleen Bandt, Todd B. Parrish, Aggelos K. Katsaggelos:
Reconstruction of Resting State FMRI Using LSTM Variational Auto-Encoder on Subcortical Surface to Detect Epilepsy. ISBI 2022: 1-5 - [c384]Soroush Shahi, Rawan Alharbi, Yang Gao, Sougata Sen, Aggelos K. Katsaggelos, Josiah D. Hester, Nabil Alshurafa:
Impacts of Image Obfuscation on Fine-grained Activity Recognition in Egocentric Video. PerCom Workshops 2022: 341-346 - [c383]Amit Adate, Soroush Shahi, Rawan Alharbi, Sougata Sen, Yang Gao, Aggelos K. Katsaggelos, Nabil Alshurafa:
Detecting Screen Presence with Activity-Oriented RGB Camera in Egocentric Videos. PerCom Workshops 2022: 403-408 - [i41]Amil Dravid, Florian Schiffers, Yunan Wu, Oliver Cossairt, Aggelos K. Katsaggelos:
Investigating the Potential of Auxiliary-Classifier GANs for Image Classification in Low Data Regimes. CoRR abs/2201.09120 (2022) - [i40]Emanuel A. Azcona, Byoung-Woo Kim, Nicole L. Vike, Sumra Bari, Shamal Lalvani, Leandros Stefanopoulos, Sean Woodward, Martin Block, Aggelos K. Katsaggelos, Hans C. Breiter:
Discrete, recurrent, and scalable patterns in human judgement underlie affective picture ratings. CoRR abs/2203.06448 (2022) - [i39]Amil Dravid, Florian Schiffers, Boqing Gong, Aggelos K. Katsaggelos:
medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space. CoRR abs/2204.05376 (2022) - [i38]Semih Barutcu, Doga Gürsoy, Aggelos K. Katsaggelos:
Compressive Ptychography using Deep Image and Generative Priors. CoRR abs/2205.02397 (2022) - [i37]Henry Chopp, Alicia McGeachy, Matthias Alfeld, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos:
Denoising Fast X-Ray Fluorescence Raster Scans of Paintings. CoRR abs/2206.01740 (2022) - [i36]Bingjie Xu, Yunan Wu, Pengxiao Hao, Marc Vermeulen, Alicia McGeachy, Kate Smith, Katherine Eremin, Georgina Rayner, Giovanni Verri, Florian Willomitzer, Matthias Alfeld, Jack Tumblin, Aggelos K. Katsaggelos, Marc Walton:
Can Deep Learning Assist Automatic Identification of Layered Pigments From XRF Data? CoRR abs/2207.12651 (2022) - [i35]Semih Barutcu, Aggelos K. Katsaggelos, Doga Gürsoy:
A Deep Generative Approach to Oversampling in Ptychography. CoRR abs/2207.14392 (2022) - [i34]Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt:
Event-Driven Tactile Learning with Location Spiking Neurons. CoRR abs/2209.01080 (2022) - [i33]Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt:
Event-Driven Tactile Learning with Various Location Spiking Neurons. CoRR abs/2210.04277 (2022) - [i32]Jennifer J. Sun, Pierre Karashchuk, Amil Dravid, Serim Ryou, Sonia Fereidooni, John C. Tuthill, Aggelos K. Katsaggelos, Bingni W. Brunton, Georgia Gkioxari, Ann Kennedy, Yisong Yue, Pietro Perona:
BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos. CoRR abs/2212.07401 (2022) - 2021
- [j225]Santiago López-Tapia, Pablo Ruiz, Mitchell Smith, Jeffrey Matthews, Bradley Zercher, Liliana Sydorenko, Neelanshi Varia, Yuanzhe Jin, Minzi Wang, Jennifer B. Dunn, Aggelos K. Katsaggelos:
Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands. Int. J. Appl. Earth Obs. Geoinformation 105: 102581 (2021) - [j224]Georgios Petmezas, Kostas Haris, Leandros Stefanopoulos, Vassilis Kilintzis, Andreas Tzavelis, John A. Rogers, Aggelos K. Katsaggelos, Nicos Maglaveras:
Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets. Biomed. Signal Process. Control. 63: 102194 (2021) - [j223]Pierre Besson, Todd B. Parrish, Aggelos K. Katsaggelos, S. Kathleen Bandt:
Geometric deep learning on brain shape predicts sex and age. Comput. Medical Imaging Graph. 91: 101939 (2021) - [j222]Fernando Pérez-Bueno, Miguel Vega, María Á. Sales, José Aneiros-Fernández, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos:
Blind color deconvolution, normalization, and classification of histological images using general super Gaussian priors and Bayesian inference. Comput. Methods Programs Biomed. 211: 106453 (2021) - [j221]Santiago López-Tapia, Rafael Molina, Aggelos K. Katsaggelos:
Deep learning approaches to inverse problems in imaging: Past, present and future. Digit. Signal Process. 119: 103285 (2021) - [j220]Xin Yuan, David J. Brady, Aggelos K. Katsaggelos:
Snapshot Compressive Imaging: Theory, Algorithms, and Applications. IEEE Signal Process. Mag. 38(2): 65-88 (2021) - [c382]Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt:
Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices. ACSCC 2021: 873-875 - [c381]Peng Kang, Hao Hu, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt:
Human Vision-Like Robust Object Recognition. ICIP 2021: 709-713 - [c380]Srutarshi Banerjee, Zihao W. Wang, Henry H. Chopp, Oliver Cossairt, Aggelos K. Katsaggelos:
Lossy Event Compression Based On Image-Derived Quad Trees And Poisson Disk Sampling. ICIP 2021: 2154-2158 - [c379]Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt:
Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation. ICIP 2021: 2918-2922 - [c378]Prasan A. Shedligeri, Florian Schiffers, Semih Barutcu, Pablo Ruiz, Aggelos K. Katsaggelos, Oliver Cossairt:
Improving Acquisition Speed of X-Ray Ptychography Through Spatial Undersampling and Regularization. ICIP 2021: 2968-2972 - [c377]Lionel Fiske, Aggelos K. Katsaggelos, Maurice C. G. Aalders, Matthias Alfeld, Marc Walton, Oliver Cossairt:
A Data Fusion Method For The Delayering Of X-Ray Fluorescence Images Of Painted Works Of Art. ICIP 2021: 3458-3462 - [c376]Yunan Wu, Arne Schmidt, Enrique Hernández-Sánchez, Rafael Molina, Aggelos K. Katsaggelos:
Combining Attention-Based Multiple Instance Learning and Gaussian Processes for CT Hemorrhage Detection. MICCAI (2) 2021: 582-591 - [i31]Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt:
SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation. CoRR abs/2102.00508 (2021) - [i30]Xin Yuan, David J. Brady, Aggelos K. Katsaggelos:
Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications. CoRR abs/2103.04421 (2021) - [i29]Qiqin Dai, Fengqiang Li, Oliver Cossairt, Aggelos K. Katsaggelos:
Adaptive Illumination based Depth Sensing using Deep Learning. CoRR abs/2103.12297 (2021) - [i28]Henry H. Chopp, Srutarshi Banerjee, Oliver Cossairt, Aggelos K. Katsaggelos:
Removing Blocking Artifacts in Video Streams Using Event Cameras. CoRR abs/2105.05973 (2021) - [i27]Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos, Weisong Shi:
Reinforcement Learning for Adaptive Video Compressive Sensing. CoRR abs/2105.08205 (2021) - [i26]Amil Dravid, Aggelos K. Katsaggelos:
Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks. CoRR abs/2111.00116 (2021) - 2020
- [j219]Corey Brian Jackson, Carsten S. Østerlund, Kevin Crowston, Mahboobeh Harandi, Sarah Allen, Sara Bahaadini, Scotty Coughlin, Vicky Kalogera, Aggelos K. Katsaggelos, Shane L. Larson, Neda Rohani, Joshua R. Smith, Laura Trouille, Michael Zevin:
Teaching citizen scientists to categorize glitches using machine learning guided training. Comput. Hum. Behav. 105: 106198 (2020) - [j218]Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos:
DeepBinaryMask: Learning a binary mask for video compressive sensing. Digit. Signal Process. 96 (2020) - [j217]Fernando Pérez-Bueno, Miguel López-Pérez, Miguel Vega, Javier Mateos, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos:
A TV-based image processing framework for blind color deconvolution and classification of histological images. Digit. Signal Process. 101: 102727 (2020) - [j216]Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos:
A single video super-resolution GAN for multiple downsampling operators based on pseudo-inverse image formation models. Digit. Signal Process. 104: 102801 (2020) - [j215]Fernando Pérez-Bueno, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian Pansharpening with Super-Gaussian Sparse Image Priors. Sensors 20(18): 5308 (2020) - [j214]Arun Sankisa, Arjun Punjabi, Aggelos K. Katsaggelos:
Temporal capsule networks for video motion estimation and error concealment. Signal Image Video Process. 14(7): 1369-1377 (2020) - [j213]Natalia Hidalgo-Gavira, Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian Blind Color Deconvolution of Histopathological Images. IEEE Trans. Image Process. 29: 2026-2036 (2020) - [j212]Kevin Crowston, Shane L. Larson, Neda Rohani, Joshua R. Smith, Laura Trouille, Michael Zevin, Carsten S. Østerlund, Tae Kyoung Lee, Corey Brian Jackson, Mahboobeh Harandi, Sarah Allen, Sara Bahaadini, Scott Coughlin, Aggelos K. Katsaggelos:
Knowledge Tracing to Model Learning in Online Citizen Science Projects. IEEE Trans. Learn. Technol. 13(1): 123-134 (2020) - [j211]Qiqin Dai, Henry Chopp, Emeline Pouyet, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos:
Adaptive Image Sampling Using Deep Learning and Its Application on X-Ray Fluorescence Image Reconstruction. IEEE Trans. Multim. 22(10): 2564-2578 (2020) - [c375]Florian Schiffers, Lionel Fiske, Pablo Ruiz, Aggelos K. Katsaggelos, Oliver Cossairt:
Imaging through Scattering Media with a Learning Based Prior. Computational Imaging 2020 - [c374]Zihao W. Wang, Peiqi Duan, Oliver Cossairt, Aggelos K. Katsaggelos, Tiejun Huang, Boxin Shi:
Joint Filtering of Intensity Images and Neuromorphic Events for High-Resolution Noise-Robust Imaging. CVPR 2020: 1606-1616 - [c373]Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos:
Gated Recurrent Networks for Video Super Resolution. EUSIPCO 2020: 700-704 - [c372]Fernando Pérez-Bueno, Miguel Vega, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos:
Fully Automatic Blind Color Deconvolution of Histological Images Using Super Gaussians. EUSIPCO 2020: 1254-1258 - [c371]Fernando Pérez-Bueno, Miguel Vega, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos:
Super Gaussian Priors for Blind Color Deconvolution of Histological Images. ICIP 2020: 3010-3014 - [c370]Emanuel A. Azcona, Pierre Besson, Yunan Wu, Arjun Punjabi, Adam Martersteck, Amil Dravid, Todd B. Parrish, S. Kathleen Bandt, Aggelos K. Katsaggelos:
Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes. ShapeMI@MICCAI 2020: 95-107 - [i25]Arjun Punjabi, Jonas Schmid, Aggelos K. Katsaggelos:
Examining the Benefits of Capsule Neural Networks. CoRR abs/2001.10964 (2020) - [i24]Srutarshi Banerjee, Zihao W. Wang, Henry H. Chopp, Oliver Cossairt, Aggelos K. Katsaggelos:
Quadtree Driven Lossy Event Compression. CoRR abs/2005.00974 (2020) - [i23]Emanuel A. Azcona, Pierre Besson, Yunan Wu, Arjun Punjabi, Adam Martersteck, Amil Dravid, Todd B. Parrish, S. Kathleen Bandt, Aggelos K. Katsaggelos:
Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes. CoRR abs/2008.06151 (2020) - [i22]Haoyu Wei, Florian Schiffers, Tobias Würfl, Daming Shen, Daniel Kim, Aggelos K. Katsaggelos, Oliver Cossairt:
2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network. CoRR abs/2012.04743 (2020) - [i21]Alexis Baudron, Zihao W. Wang, Oliver Cossairt, Aggelos K. Katsaggelos:
E3D: Event-Based 3D Shape Reconstruction. CoRR abs/2012.05214 (2020)
2010 – 2019
- 2019
- [j210]Pablo Ruiz, Olivia Dill, Goutam Raju, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos:
Visible transmission imaging of watermarks by suppression of occluding text or drawings. Digit. Appl. Archaeol. Cult. Heritage 15: 00121 (2019) - [j209]Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Variational EM method for blur estimation using the spike-and-slab image prior. Digit. Signal Process. 88: 116-129 (2019) - [j208]Arun Sankisa, Arjun Punjabi, Aggelos K. Katsaggelos:
Optical Flow Prediction for Blind and Non-Blind Video Error Concealment Using Deep Neural Networks. Int. J. Multim. Data Eng. Manag. 10(3): 27-46 (2019) - [j207]Pablo Morales-Alvarez, Pablo Ruiz, Raúl Santos-Rodríguez, Rafael Molina, Aggelos K. Katsaggelos:
Scalable and efficient learning from crowds with Gaussian processes. Inf. Fusion 52: 110-127 (2019) - [j206]Pablo Ruiz, Pablo Morales-Alvarez, Rafael Molina, Aggelos K. Katsaggelos:
Learning from crowds with variational Gaussian processes. Pattern Recognit. 88: 298-311 (2019) - [j205]Alice Lucas, Santiago Lopez Tapia, Rafael Molina, Aggelos K. Katsaggelos:
Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution. IEEE Trans. Image Process. 28(7): 3312-3327 (2019) - [c369]Srutarshi Banerjee, Juan G. Serra, Henry H. Chopp, Oliver Cossairt, Aggelos K. Katsaggelos:
An Adaptive Video Acquisition Scheme for Object Tracking. EUSIPCO 2019: 1-5 - [c368]Santiago Lopez Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos:
Multiple-Degradation Video Super-Resolution with Direct Inversion of the Low-Resolution Formation Model. EUSIPCO 2019: 1-5 - [c367]Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayes Color Deconvolution with a Total Variation Prior. EUSIPCO 2019: 1-5 - [c366]Xijun Wang, Alice Lucas, Santiago Lopez Tapia, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos:
A Composite Discriminator for Generative Adversarial Network based Video Super-Resolution. EUSIPCO 2019: 1-5 - [c365]Xinyi Wu, Alice Lucas, Santiago López-Tapia, Xijun Wang, Yul Hee Kim, Rafael Molina, Aggelos K. Katsaggelos:
Semantic Prior Based Generative Adversarial Network for Video Super-Resolution. EUSIPCO 2019: 1-5 - [c364]Xijun Wang, Alice Lucas, Santiago Lopez Tapia, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos:
Spatially Adaptive Losses for Video Super-resolution with GANs. ICASSP 2019: 1697-1701 - [c363]Fengqiang Li, Pablo Ruiz, Oliver Cossairt, Aggelos K. Katsaggelos:
Multi-frame Super-resolution for Time-of-flight Imaging. ICASSP 2019: 2327-2331 - [c362]Neda Rohani, Emeline Pouyet, Marc Walton, Oliver Cossairt, Aggelos K. Katsaggelos:
Pigment Unmixing of Hyperspectral Images of Paintings Using Deep Neural Networks. ICASSP 2019: 3217-3221 - [c361]Nima Dehmamy, Neda Rohani, Aggelos K. Katsaggelos:
Direct Estimation of Weights and Efficient Training of Deep Neural Networks without SGD. ICASSP 2019: 3232-3236 - [c360]Zihao W. Wang, Weixin Jiang, Kuan He, Boxin Shi, Aggelos K. Katsaggelos, Oliver Cossairt:
Event-Driven Video Frame Synthesis. ICCV Workshops 2019: 4320-4329 - [c359]Seunghwan Yoo, Xiaogang Yang, Mark Wolfman, Doga Gürsoy, Aggelos K. Katsaggelos:
Sinogram Image Completion for Limited Angle Tomography With Generative Adversarial Networks. ICIP 2019: 1252-1256 - [c358]Yanran Wang, Hengkang Wang, Sophia Chen, Aggelos K. Katsaggelos, Adam Martersteck, James Higgins, Virginia B. Hill, Todd B. Parrish:
A 3D Cross-Hemisphere Neighborhood Difference Convnet for Chronic Stroke Lesion Segmentation. ICIP 2019: 1545-1549 - [c357]Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos:
Gan-Based Video Super-Resolution With Direct Regularized Inversion of the Low-Resolution Formation Model. ICIP 2019: 2886-2890 - [c356]Alice Lucas, Santiago López-Tapia, Rafael Molina, Aggelos K. Katsaggelos:
Efficient Fine-Tuning of Neural Networks for Artifact Removal in Deep Learning for Inverse Imaging Problems. ICIP 2019: 3591-3595 - [i20]Zihao W. Wang, Weixin Jiang, Aggelos K. Katsaggelos, Oliver Cossairt:
Event-driven Video Frame Synthesis. CoRR abs/1902.09680 (2019) - [i19]Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos:
A Single Video Super-Resolution GAN for Multiple Downsampling Operators based on Pseudo-Inverse Image Formation Models. CoRR abs/1907.01399 (2019) - [i18]Ali Bahrami Rad, Morteza Zabihi, Zheng Zhao, Moncef Gabbouj, Aggelos K. Katsaggelos, Simo Särkkä:
Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network. CoRR abs/1909.02971 (2019) - [i17]Pablo Morales-Alvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos:
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO. CoRR abs/1911.01915 (2019) - [i16]Alice Lucas, Santiago Lopez Tapia, Rafael Molina, Aggelos K. Katsaggelos:
Self-Supervised Fine-tuning for Image Enhancement of Super-Resolution Deep Neural Networks. CoRR abs/1912.12879 (2019) - 2018
- [j204]Salvador Villena, Miguel Vega, Javier Mateos, Duska Rosenberg, Fionn Murtagh, Rafael Molina, Aggelos K. Katsaggelos:
Image super-resolution for outdoor digital forensics. Usability and legal aspects. Comput. Ind. 98: 34-47 (2018) - [j203]Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos:
Deep fully-connected networks for video compressive sensing. Digit. Signal Process. 72: 9-18 (2018) - [j202]Sara Bahaadini, Vahid Noroozi, Neda Rohani, Scott Coughlin, Michael Zevin, Joshua R. Smith, Vicky Kalogera, Aggelos K. Katsaggelos:
Machine learning for Gravity Spy: Glitch classification and dataset. Inf. Sci. 444: 172-186 (2018) - [j201]Neda Rohani, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos:
Variational Gaussian process for multisensor classification problems. Pattern Recognit. Lett. 116: 80-87 (2018) - [j200]Alice Lucas, Michael Iliadis, Rafael Molina, Aggelos K. Katsaggelos:
Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods. IEEE Signal Process. Mag. 35(1): 20-36 (2018) - [c355]Morteza Zabihi, Ali Bahrami Rad, Simo Särkkä, Serkan Kiranyaz, Aggelos K. Katsaggelos, Moncef Gabbouj:
Automatic Sleep Arousal Detection Using Multimodal Biosignal Analysis. CinC 2018: 1-4 - [c354]Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos:
Efficient Video Object Segmentation via Network Modulation. CVPR 2018: 6499-6507 - [c353]Seunghwan Yoo, Pablo Ruiz, Xiang Huang, Kuan He, Nicola J. Ferrier, Mark Hereld, Alan Selewa, Matthew Daddysman, Norbert Scherer, Oliver Cossairt, Aggelos K. Katsaggelos:
3D Image Reconstruction from Multi-Focus Microscope: Axial Super-Resolution and Multiple-Frame Processing. ICASSP 2018: 1453-1457 - [c352]Sushobhan Ghosh, Youssef S. G. Nashed, Oliver Cossairt, Aggelos K. Katsaggelos:
ADP: Automatic differentiation ptychography. ICCP 2018: 1-10 - [c351]Adrián Colomer, Pablo Ruiz, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos:
Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes. ICIAR 2018: 639-649 - [c350]Alice Lucas, Aggelos K. Katsaggelos, Santiago Lopez Tapia, Rafael Molina:
Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution. ICIP 2018: 51-55 - [c349]Arun Sankisa, Arjun Punjabi, Aggelos K. Katsaggelos:
Video Error Concealment Using Deep Neural Networks. ICIP 2018: 380-384 - [c348]Sara Bahaadini, Neda Rohani, Aggelos K. Katsaggelos, Vahid Noroozi, Scott Coughlin, Michael Zevin:
Direct: Deep Discriminative Embedding for Clustering of Ligo Data. ICIP 2018: 748-752 - [c347]Natalia Hidalgo-Gavira, Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Blind Color Deconvolution of Histopathological Images Using a Variational Bayesian Approach. ICIP 2018: 983-987 - [c346]Xiang Huang, Kuan He, Seunghwan Yoo, Oliver Cossairt, Aggelos K. Katsaggelos, Nicola J. Ferrier, Mark Hereld:
An Interior Point Method for Nonnegative Sparse Signal Reconstruction. ICIP 2018: 1193-1197 - [c345]Seunghwan Yoo, Pablo Ruiz, Xiang Huang, Kuan He, Xiaolei Wang, Itay Gdor, Alan Selewa, Matthew Daddysman, Nicola J. Ferrier, Mark Hereld, Norbert Scherer, Oliver Cossairt, Aggelos K. Katsaggelos:
Bayesian Approach for Automatic Joint Parameter Estimation in 3D Image Reconstruction from Multi-Focus Microscope. ICIP 2018: 3583-3587 - [c344]Petros Nyfantis, Pablo Ruiz, Aggelos K. Katsaggelos:
Probabilistic Matrix Completion for Image Phase Retrieval. ICIP 2018: 3983-3987 - [c343]Natalia Hidalgo-Gavira, Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Fully Automated Blind Color Deconvolution of Histopathological Images. MICCAI (2) 2018: 183-191 - [i15]Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos:
Efficient Video Object Segmentation via Network Modulation. CoRR abs/1802.01218 (2018) - [i14]Sara Bahaadini, Vahid Noroozi, Neda Rohani, Scott Coughlin, Michael Zevin, Aggelos K. Katsaggelos:
DIRECT: Deep Discriminative Embedding for Clustering of LIGO Data. CoRR abs/1805.02296 (2018) - [i13]Alice Lucas, Santiago Lopez Tapia, Rafael Molina, Aggelos K. Katsaggelos:
Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution. CoRR abs/1806.05764 (2018) - [i12]Kuan He, Zihao W. Wang, Xiang Huang, Xiaolei Wang, Seunghwan Yoo, Pablo Ruiz, Itay Gdor, Alan Selewa, Nicola J. Ferrier, Norbert Scherer, Mark Hereld, Aggelos K. Katsaggelos, Oliver Cossairt:
Computational multifocal microscopy. CoRR abs/1809.01239 (2018) - [i11]Arjun Punjabi, Adam Martersteck, Yanran Wang, Todd B. Parrish, Aggelos K. Katsaggelos, Alzheimer's Disease Neuroimaging Initiative:
Neuroimaging Modality Fusion in Alzheimer's Classification Using Convolutional Neural Networks. CoRR abs/1811.05105 (2018) - [i10]Qiqin Dai, Henry Chopp, Emeline Pouyet, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos:
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction. CoRR abs/1812.10836 (2018) - 2017
- [j199]Huyen Vu, Kjersti Engan, Trygve Eftestøl, Aggelos K. Katsaggelos, Samwel Jatosh, Simeon Kusulla, Estomih Mduma, Hussein Kidanto, Hege Ersdal:
Automatic classification of resuscitation activities on birth-asphyxiated newborns using acceleration and ECG signals. Biomed. Signal Process. Control. 36: 20-26 (2017) - [j198]Xu Zhou, Miguel Vega, Fugen Zhou, Rafael Molina, Aggelos K. Katsaggelos:
Fast Bayesian blind deconvolution with Huber Super Gaussian priors. Digit. Signal Process. 60: 122-133 (2017) - [j197]Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos:
Approximate equiangular tight frames for compressed sensing and CDMA applications. EURASIP J. Adv. Signal Process. 2017: 66 (2017) - [j196]Ali Bahrami Rad, Trygve Eftestøl, Kjersti Engan, Unai Irusta, Jan Terje Kvaløy, Jo Kramer-Johansen, Lars Wik, Aggelos K. Katsaggelos:
ECG-Based Classification of Resuscitation Cardiac Rhythms for Retrospective Data Analysis. IEEE Trans. Biomed. Eng. 64(10): 2411-2418 (2017) - [j195]Qiqin Dai, Emeline Pouyet, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos:
Spatial-Spectral Representation for X-Ray Fluorescence Image Super-Resolution. IEEE Trans. Computational Imaging 3(3): 432-444 (2017) - [j194]Qiqin Dai, Seunghwan Yoo, Armin Kappeler, Aggelos K. Katsaggelos:
Sparse Representation-Based Multiple Frame Video Super-Resolution. IEEE Trans. Image Process. 26(2): 765-781 (2017) - [j193]Michael Iliadis, Haohong Wang, Rafael Molina, Aggelos K. Katsaggelos:
Robust and Low-Rank Representation for Fast Face Identification With Occlusions. IEEE Trans. Image Process. 26(5): 2203-2218 (2017) - [j192]Juan G. Serra, Matteo Testa, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian K-SVD Using Fast Variational Inference. IEEE Trans. Image Process. 26(7): 3344-3359 (2017) - [c342]Morteza Zabihi, Ali Bahrami Rad, Aggelos K. Katsaggelos, Serkan Kiranyaz, Susanna Narkilahti, Moncef Gabbouj:
Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier. CinC 2017 - [c341]Domingo Mery, Aggelos K. Katsaggelos:
A Logarithmic X-Ray Imaging Model for Baggage Inspection: Simulation and Object Detection. CVPR Workshops 2017: 251-259 - [c340]Chia-Kai Yeh, Fengqiang Li, Gianluca Pastorelli, Marc Walton, Aggelos K. Katsaggelos, Oliver Cossairt:
Shape-from-Shifting: Uncalibrated Photometric Stereo with a Mobile Device. eScience 2017: 551-558 - [c339]Arjun Punjabi, Aggelos K. Katsaggelos:
Visualization of feature evolution during convolutional neural network training. EUSIPCO 2017: 311-315 - [c338]Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Parameter estimation in spike and slab variational inference for blind image deconvolution. EUSIPCO 2017: 1495-1499 - [c337]Matthew Woods, Aggelos K. Katsaggelos:
A bayesian multi-frame image super-resolution algorithm using the Gaussian Information Filter. ICASSP 2017: 1368-1372 - [c336]Sara Bahaadini, Neda Rohani, Scott Coughlin, Michael Zevin, Vicky Kalogera, Aggelos K. Katsaggelos:
Deep multi-view models for glitch classification. ICASSP 2017: 2931-2935 - [c335]Xinzuo Wang, Neda Rohani, Adwaiy Manerikar, Aggelos K. Katsaggelos, Oliver Cossairt, Nabil Alshurafa:
Distinguishing Nigerian Food Items and Calorie Content with Hyperspectral Imaging. ICIAP Workshops 2017: 462-470 - [c334]Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls, Aggelos K. Katsaggelos:
Passive millimeter wave image classification with large scale Gaussian processes. ICIP 2017: 370-374 - [c333]Armin Kappeler, Sushobhan Ghosh, Jason Holloway, Oliver Cossairt, Aggelos K. Katsaggelos:
Ptychnet: CNN based fourier ptychography. ICIP 2017: 1712-1716 - [c332]Juan G. Serra, Salvador Villena, Rafael Molina, Aggelos K. Katsaggelos:
Greedy Bayesian double sparsity dictionary learning. ICIP 2017: 1935-1939 - [c331]Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Spike and slab variational inference for blind image deconvolution. ICIP 2017: 3765-3769 - [i9]Nima Dehmamy, Neda Rohani, Aggelos K. Katsaggelos:
Convergence of Deep Neural Networks to a Hierarchical Covariance Matrix Decomposition. CoRR abs/1703.04757 (2017) - [i8]Sara Bahaadini, Neda Rohani, Scott Coughlin, Michael Zevin, Vicky Kalogera, Aggelos K. Katsaggelos:
Deep Multi-view Models for Glitch Classification. CoRR abs/1705.00034 (2017) - [i7]Reza Borhani, Jeremy Watt, Aggelos K. Katsaggelos:
Global hard thresholding algorithms for joint sparse image representation and denoising. CoRR abs/1705.09816 (2017) - [i6]Johanna Salvant, Marc Walton, Dale Kronkright, Chia-Kai Yeh, Fengqiang Li, Oliver Cossairt, Aggelos K. Katsaggelos:
Photometric Stereo by UV-Induced Fluorescence to Detect Protrusions on Georgia O'Keeffe's Paintings. CoRR abs/1711.08103 (2017) - 2016
- [b3]Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos:
Machine Learning Refined: Foundations, Algorithms, and Applications. Cambridge University Press 2016, ISBN 9781316402276 - [j191]Wael AlSaafin, Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Compressive sensing super resolution from multiple observations with application to passive millimeter wave images. Digit. Signal Process. 50: 180-190 (2016) - [j190]Arun Sankisa, Katerina Pandremmenou, Peshala V. Pahalawatta, Lisimachos P. Kondi, Aggelos K. Katsaggelos:
SSIM-Based Distortion Estimation for Optimized Video Transmission over Inherently Noisy Channels. Int. J. Multim. Data Eng. Manag. 7(3): 34-52 (2016) - [j189]Xiang Huang, Erich S. Uffelman, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos:
Computational Imaging for Cultural Heritage: Recent developments in spectral imaging, 3-D surface measurement, image relighting, and X-ray mapping. IEEE Signal Process. Mag. 33(5): 130-138 (2016) - [j188]Armin Kappeler, Seunghwan Yoo, Qiqin Dai, Aggelos K. Katsaggelos:
Video Super-Resolution With Convolutional Neural Networks. IEEE Trans. Computational Imaging 2(2): 109-122 (2016) - [j187]Pablo Ruiz Matarán, Rafael Molina, Aggelos K. Katsaggelos:
Joint Data Filtering and Labeling Using Gaussian Processes and Alternating Direction Method of Multipliers. IEEE Trans. Image Process. 25(7): 3059-3072 (2016) - [c330]Morteza Zabihi, Ali Bahrami Rad, Serkan Kiranyaz, Moncef Gabbouj, Aggelos K. Katsaggelos:
Heart Sound Anomaly and Quality Detection using Ensemble of Neural Networks without Segmentation. CinC 2016 - [c329]Wael Saafin, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Compressed sensing super resolution of color images. EUSIPCO 2016: 1563-1567 - [c328]Emre Besler, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos:
Classification of multiple annotator data using variational Gaussian process inference. EUSIPCO 2016: 2025-2029 - [c327]Neda Rohani, Johanna Salvant, Sara Bahaadini, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos:
Automatic pigment identification on roman Egyptian paintings by using sparse modeling of hyperspectral images. EUSIPCO 2016: 2111-2115 - [c326]Yanran Wang, Aggelos K. Katsaggelos, Xue Wang, Todd B. Parrish:
A deep symmetry convnet for stroke lesion segmentation. ICIP 2016: 111-115 - [c325]Oliver Cossairt, Kuan He, Ruibo Shang, Nathan Matsuda, Manoj Kumar Sharma, Xiang Huang, Aggelos K. Katsaggelos, Leonidas Spinoulas, Seunghwan Yoo:
Compressive reconstruction for 3D incoherent holographic microscopy. ICIP 2016: 958-962 - [c324]Armin Kappeler, Seunghwan Yoo, Qiqin Dai, Aggelos K. Katsaggelos:
Super-resolution of compressed videos using convolutional neural networks. ICIP 2016: 1150-1154 - [c323]Juan G. Serra, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian logistic regression with sparse general representation prior for multispectral image classification. ICIP 2016: 1893-1897 - [c322]Arun Sankisa, Katerina Pandremmenou, Lisimachos P. Kondi, Aggelos K. Katsaggelos:
A novel cumulative distortion metric and a no-reference sparse prediction model for packet prioritization in encoded video transmission. ICIP 2016: 2097-2101 - [c321]Javier Mateos, Antonio López, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Multiframe blind deconvolution of passive millimeter wave images using variational dirichlet blur kernel estimation. ICIP 2016: 2678-2682 - [c320]Michael Iliadis, Leonidas Spinoulas, Albert S. Berahas, Haohong Wang, Aggelos K. Katsaggelos:
Multi-model robust error correction for face recognition. ICIP 2016: 3229-3233 - [c319]Armin Kappeler, Michael Iliadis, Haohong Wang, Aggelos K. Katsaggelos:
Block based video alignment with linear time and space complexity. ICIP 2016: 3324-3328 - [c318]Qiqin Dai, Emeline Pouyet, Oliver Cossairt, Marc Walton, Francesca Casadio, Aggelos K. Katsaggelos:
X-Ray fluorescence image super-resolution using dictionary learning. IVMSP 2016: 1-5 - [c317]Pablo Ruiz, Emre Besler, Rafael Molina, Aggelos K. Katsaggelos:
Variational Gaussian process for missing label crowdsourcing classification problems. MLSP 2016: 1-6 - [i5]Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos:
Deep Fully-Connected Networks for Video Compressive Sensing. CoRR abs/1603.04930 (2016) - [i4]Michael Iliadis, Haohong Wang, Rafael Molina, Aggelos K. Katsaggelos:
Robust and Low-Rank Representation for Fast Face Identification with Occlusions. CoRR abs/1605.02266 (2016) - [i3]Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos:
DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing. CoRR abs/1607.03343 (2016) - [i2]Reza Borhani, Jeremy Watt, Aggelos K. Katsaggelos:
Fast and Effective Algorithms for Symmetric Nonnegative Matrix Factorization. CoRR abs/1609.05342 (2016) - [i1]Zihao W. Wang, Leonidas Spinoulas, Kuan He, Huaijin G. Chen, Lei Tian, Aggelos K. Katsaggelos, Oliver Cossairt:
Compressive Holographic Video. CoRR abs/1610.09013 (2016) - 2015
- [j186]Lasya Priya Kotu, Kjersti Engan, Reza Borhani, Aggelos K. Katsaggelos, Stein Ørn, Leik Woie, Trygve Eftestøl:
Cardiac magnetic resonance image-based classification of the risk of arrhythmias in post-myocardial infarction patients. Artif. Intell. Medicine 64(3): 205-215 (2015) - [j185]Pablo Ruiz, Xu Zhou, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian Blind Image Deconvolution: A review. Digit. Signal Process. 47: 116-127 (2015) - [j184]Aggelos K. Katsaggelos, Sara Bahaadini, Rafael Molina:
Audiovisual Fusion: Challenges and New Approaches. Proc. IEEE 103(9): 1635-1653 (2015) - [j183]Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos:
Preconditioning for Underdetermined Linear Systems with Sparse Solutions. IEEE Signal Process. Lett. 22(9): 1239-1243 (2015) - [j182]Xu Zhou, Javier Mateos, Fugen Zhou, Rafael Molina, Aggelos K. Katsaggelos:
Variational Dirichlet Blur Kernel Estimation. IEEE Trans. Image Process. 24(12): 5127-5139 (2015) - [j181]Zhaofu Chen, Rafael Molina, Aggelos K. Katsaggelos:
Robust Recovery of Temporally Smooth Signals From Under-Determined Multiple Measurements. IEEE Trans. Signal Process. 63(7): 1779-1791 (2015) - [c316]Leonidas Spinoulas, Kuan He, Oliver Cossairt, Aggelos K. Katsaggelos:
Video compressive sensing with on-chip programmable subsampling. CVPR Workshops 2015: 49-57 - [c315]Oliver Cossairt, Xiang Huang, Nathan Matsuda, Harriet Stratis, Mary Broadway, Jack Tumblin, Gregory H. Bearman, Eric Doehne, Aggelos K. Katsaggelos, Marc Walton:
Surface shape studies of the art of Paul Gauguin. Digital Heritage 2015: 13-20 - [c314]Neda Rohani, Pablo Ruiz, Emre Besler, Rafael Molina, Aggelos K. Katsaggelos:
Variational Gaussian process for sensor fusion. EUSIPCO 2015: 170-174 - [c313]I. Gomez Maqueda, Nicolas Pérez de la Blanca, Rafael Molina, Aggelos K. Katsaggelos:
Fast millimeter wave threat detection algorithm. EUSIPCO 2015: 599-603 - [c312]Wael Saafin, Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
PMMW image super resolution from compressed sensing observations. EUSIPCO 2015: 1815-1819 - [c311]Qiqin Dai, Seunghwan Yoo, Armin Kappeler, Aggelos K. Katsaggelos:
Dictionary-based multiple frame video super-resolution. ICIP 2015: 83-87 - [c310]Leonidas Spinoulas, Oliver Cossairt, Aggelos K. Katsaggelos:
Sampling optimization for on-chip compressive video. ICIP 2015: 3329-3333 - [c309]Wael Saafin, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Image super-resolution from compressed sensing observations. ICIP 2015: 4268-4272 - [c308]Arun Sankisa, Aggelos K. Katsaggelos, Peshala V. Pahalawatta:
Distortion Estimation Using Structural Similarity for Video Transmission over Wireless Networks. ISM 2015: 513-518 - [c307]Haohong Wang, Aggelos K. Katsaggelos:
Resource-distortion optimal video coding and communications. MSAN 2015: 10-14 - 2014
- [j180]Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
A non-stationary image prior combination in super-resolution. Digit. Signal Process. 32: 1-10 (2014) - [j179]Martin Luessi, S. Derin Babacan, Rafael Molina, James R. Booth, Aggelos K. Katsaggelos:
Variational Bayesian causal connectivity analysis for fMRI. Frontiers Neuroinformatics 8: 45 (2014) - [j178]Ilya Mikhelson, Philip Greggory Lee, Alan V. Sahakian, Ying Wu, Aggelos K. Katsaggelos:
Automatic, fast, online calibration between depth and color cameras. J. Vis. Commun. Image Represent. 25(1): 218-226 (2014) - [j177]Pablo Ruiz, Hiram Madero Orozco, Javier Mateos, Osslan Osiris Vergara-Villegas, Rafael Molina, Aggelos K. Katsaggelos:
Combining Poisson singular integral and total variation prior models in image restoration. Signal Process. 103: 296-308 (2014) - [j176]Zhaofu Chen, Rafael Molina, Aggelos K. Katsaggelos:
Automated Recovery of Compressedly Observed Sparse Signals From Smooth Background. IEEE Signal Process. Lett. 21(8): 1012-1016 (2014) - [j175]Pablo Ruiz, Javier Mateos, Gustavo Camps-Valls, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian Active Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 52(4): 2186-2196 (2014) - [j174]Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos:
Construction of Incoherent Unit Norm Tight Frames With Application to Compressed Sensing. IEEE Trans. Inf. Theory 60(4): 2319-2330 (2014) - [j173]Lei Song, Fan Jiang, Zhongke Shi, Rafael Molina, Aggelos K. Katsaggelos:
Toward Dynamic Scene Understanding by Hierarchical Motion Pattern Mining. IEEE Trans. Intell. Transp. Syst. 15(3): 1273-1285 (2014) - [j172]Zhaofu Chen, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian Methods For Multimedia Problems. IEEE Trans. Multim. 16(4): 1000-1017 (2014) - [c306]Zhaofu Chen, Rafael Molina, Aggelos K. Katsaggelos:
Recovery of correlated sparse signals from under-sampled measurements. EUSIPCO 2014: 451-455 - [c305]Michael Iliadis, Leonidas Spinoulas, Albert S. Berahas, Haohong Wang, Aggelos K. Katsaggelos:
Sparse representation and least squares-based classification in face recognition. EUSIPCO 2014: 526-530 - [c304]Pablo Ruiz, Nicolas Pérez de la Blanca, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian classification and active learning using lp-priors. Application to image segmentation. EUSIPCO 2014: 1183-1187 - [c303]Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Parameter estimation in Bayesian Blind Deconvolution with super Gaussian image priors. EUSIPCO 2014: 1632-1636 - [c302]Xu Zhou, Rafael Molina, Fugen Zhou, Aggelos K. Katsaggelos:
Fast iteratively reweighted least squares for lp regularized image deconvolution and reconstruction. ICIP 2014: 1783-1787 - [c301]Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Learning filters in Gaussian process classification problems. ICIP 2014: 2913-2917 - 2013
- [j171]Yun Ye, Song Ci, Aggelos K. Katsaggelos, Yanwei Liu, Yi Qian:
Wireless Video Surveillance: A Survey. IEEE Access 1: 646-660 (2013) - [j170]Salvador Villena, Miguel Vega, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian combination of sparse and non-sparse priors in image super resolution. Digit. Signal Process. 23(2): 530-541 (2013) - [j169]Xin Xin, Abhishek Nagar, Gaurav Srivastava, Zhu Li, Felix C. A. Fernandes, Aggelos K. Katsaggelos:
Large Visual Repository Search with Hash Collision Design Optimization. IEEE Multim. 20(2): 62-71 (2013) - [j168]Miguel Tallon, Javier Mateos, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Space-variant blur deconvolution and denoising in the dual exposure problem. Inf. Fusion 14(4): 396-409 (2013) - [j167]Zhaofu Chen, Rafael Molina, Aggelos K. Katsaggelos:
A Variational Approach for Sparse Component Estimation and Low-Rank Matrix Recovery. J. Commun. 8(9): 600-611 (2013) - [j166]Tao Li, Xiaohua Wang, Weihe Wang, Aggelos K. Katsaggelos:
Compressive video sensing with limited measurements. J. Electronic Imaging 22(4): 043003 (2013) - [j165]Xin Xin, Zhu Li, Aggelos K. Katsaggelos:
Laplacian embedding and key points topology verification for large scale mobile visual identification. Signal Process. Image Commun. 28(4): 323-333 (2013) - [j164]Lu Fang, Oscar C. Au, Ngai-Man Cheung, Aggelos K. Katsaggelos, Houqiang Li, Feng Zou:
Luma-Chroma Space Filter Design for Subpixel-Based Monochrome Image Downsampling. IEEE Trans. Image Process. 22(10): 3818-3829 (2013) - [j163]Bruno Amizic, Leonidas Spinoulas, Rafael Molina, Aggelos K. Katsaggelos:
Compressive Blind Image Deconvolution. IEEE Trans. Image Process. 22(10): 3994-4006 (2013) - [j162]Zhaofu Chen, Sotirios A. Tsaftaris, Eren Soyak, Aggelos K. Katsaggelos:
Application-Aware Approach to Compression and Transmission of H.264 Encoded Video for Automated and Centralized Transportation Surveillance. IEEE Trans. Intell. Transp. Syst. 14(4): 2002-2007 (2013) - [j161]Martin Luessi, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian Simultaneous Sparse Approximation With Smooth Signals. IEEE Trans. Signal Process. 61(22): 5716-5729 (2013) - [c300]Yun Ye, Song Ci, Yanwei Liu, Haohong Wang, Aggelos K. Katsaggelos:
Binocular video object tracking with fast disparity estimation. AVSS 2013: 183-188 - [c299]Bruno Amizic, Leonidas Spinoulas, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian compressive blind image deconvolution. EUSIPCO 2013: 1-5 - [c298]Hiram Madero Orozco, Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Image deblurring combining poisson singular integral and total variation prior models. EUSIPCO 2013: 1-5 - [c297]Jorge Rubio, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
A general sparse image prior combination in Compressed Sensing. EUSIPCO 2013: 1-5 - [c296]Pablo Ruiz, Javier Mateos, María C. Cárdenas, Shinichi Nakajima, Rafael Molina, Aggelos K. Katsaggelos:
Light field acquisition from blurred observations using a programmable coded aperture camera. EUSIPCO 2013: 1-5 - [c295]Jonathan Springer, Xin Xin, Zhu Li, Jeremy Watt, Aggelos K. Katsaggelos:
Forest hashing: Expediting large scale image retrieval. ICASSP 2013: 1681-1684 - [c294]Wonseok Kang, Eunsung Lee, Eunjung Chea, Aggelos K. Katsaggelos, Joonki Paik:
Compressive sensing-based image denoising using adaptive multiple sampling and optimal error tolerance. ICASSP 2013: 2503-2507 - [c293]Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
A general sparse image prior combination in super-resolution. DSP 2013: 1-6 - [c292]Michael Iliadis, Jeremy Watt, Leonidas Spinoulas, Aggelos K. Katsaggelos:
Video compressive sensing using multiple measurement vectors. ICIP 2013: 136-140 - [c291]Jin Qi, B. Wang, Nicolás Peláez, L. Rebay, Richard W. Carthew, Aggelos K. Katsaggelos, Luís A. Nunes Amaral:
Drosophila eye nuclei segmentation based on graph cut and convex shape prior. ICIP 2013: 670-674 - [c290]Eunjung Chae, Eunsung Lee, Wonseok Kang, Younghoon Lim, Junghoon Jung, Taechan Kim, Aggelos K. Katsaggelos, Joonki Paik:
Frequency-domain analysis of discrete wavelet transform coefficients and their adaptive shrinkage for anti-aliasing. ICIP 2013: 1071-1074 - [c289]Wonseok Kang, Jaehwan Jeon, Eunsung Lee, Changhun Cho, Junghoon Jung, Taechan Kim, Aggelos K. Katsaggelos, Joonki Paik:
Real-time super-resolution for digital zooming using finite kernel-based edge orientation estimation and truncated image restoration. ICIP 2013: 1311-1315 - [c288]Xin Xin, Zhu Li, Zhan Ma, Aggelos K. Katsaggelos:
Robust feature selection with self-matching score. ICIP 2013: 4363-4366 - [c287]Michael Iliadis, Seunghwan Yoo, Xin Xin, Aggelos K. Katsaggelos:
Virtual touring: A Content Based Image Retrieval application. ICME Workshops 2013: 1-4 - [c286]Xin Xin, Zhu Li, Zhan Ma, Aggelos K. Katsaggelos:
Spectral approximation to point set similarity metric. ICME Workshops 2013: 1-4 - [c285]Yun Ye, Song Ci, Aggelos K. Katsaggelos, Yanwei Liu:
A multi-camera motion capture system for remote healthcare monitoring. ICME 2013: 1-6 - [c284]Fen Hou, Zhaofu Chen, Jianwei Huang, Zhu Li, Aggelos K. Katsaggelos:
Multimedia multicast service provisioning in cognitive radio networks. IWCMC 2013: 1175-1180 - [p3]Pablo Ruiz, Javier Mateos, Gustavo Camps-Valls, Rafael Molina, Aggelos K. Katsaggelos:
Interactive Pansharpening and Active Classification in Remote Sensing. Multimodal Interaction in Image and Video Applications 2013: 67-81 - 2012
- [j160]Bruno Amizic, Rafael Molina, Aggelos K. Katsaggelos:
Sparse Bayesian blind image deconvolution with parameter estimation. EURASIP J. Image Video Process. 2012: 20 (2012) - [j159]Naeem Ramzan, Ebroul Izquierdo, Hyunggon Park, Aggelos K. Katsaggelos, Johan A. Pouwelse:
Special issue on advances in 2D/3D Video Streaming Over P2P Networks. Signal Process. Image Commun. 27(5): 379-382 (2012) - [j158]Ehsan Maani, Zhaofu Chen, Aggelos K. Katsaggelos:
A game theoretic approach to video streaming over peer-to-peer networks. Signal Process. Image Commun. 27(5): 545-554 (2012) - [j157]Lu Fang, Oscar C. Au, Ketan Tang, Aggelos K. Katsaggelos:
Antialiasing Filter Design for Subpixel Downsampling via Frequency-Domain Analysis. IEEE Trans. Image Process. 21(3): 1391-1405 (2012) - [j156]Junsong Yuan, Gangqiang Zhao, Yun Fu, Zhu Li, Aggelos K. Katsaggelos, Ying Wu:
Discovering Thematic Objects in Image Collections and Videos. IEEE Trans. Image Process. 21(4): 2207-2219 (2012) - [j155]Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos:
Shape Error Concealment Based on a Shape-Preserving Boundary Approximation. IEEE Trans. Image Process. 21(8): 3573-3585 (2012) - [j154]S. Derin Babacan, Reto Ansorge, Martin Luessi, Pablo Ruiz Matarán, Rafael Molina, Aggelos K. Katsaggelos:
Compressive Light Field Sensing. IEEE Trans. Image Process. 21(12): 4746-4757 (2012) - [j153]Ilya Mikhelson, Philip Greggory Lee, Sasan Bakhtiari, Thomas W. Elmer, Aggelos K. Katsaggelos, Alan V. Sahakian:
Noncontact Millimeter-Wave Real-Time Detection and Tracking of Heart Rate on an Ambulatory Subject. IEEE Trans. Inf. Technol. Biomed. 16(5): 927-934 (2012) - [j152]Lu Fang, Oscar C. Au, Yan Chen, Aggelos K. Katsaggelos, Hanli Wang, Xing Wen:
Joint Demosaicing and Subpixel-Based Down-Sampling for Bayer Images: A Fast Frequency-Domain Analysis Approach. IEEE Trans. Multim. 14(4): 1359-1369 (2012) - [j151]Yun Fu, Xian-Sheng Hua, Zhu Li, Aggelos K. Katsaggelos, Thomas S. Huang:
Special Issue on Subspace and Manifold Learning for Image and Video Indexing and Search. IEEE Trans. Syst. Man Cybern. Part B 42(2): 294-297 (2012) - [j150]S. Derin Babacan, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos:
Sparse Bayesian Methods for Low-Rank Matrix Estimation. IEEE Trans. Signal Process. 60(8): 3964-3977 (2012) - [c283]S. Derin Babacan, Rafael Molina, Minh N. Do, Aggelos K. Katsaggelos:
Bayesian Blind Deconvolution with General Sparse Image Priors. ECCV (6) 2012: 341-355 - [c282]Tzu-Jui Liu, Hye Jung Han, Xin Xin, Zhu Li, Aggelos K. Katsaggelos:
A robust and lightweight feature system for video fingerprinting. EUSIPCO 2012: 160-164 - [c281]Miguel Tallon, S. Derin Babacan, Javier Mateos, Minh N. Do, Rafael Molina, Aggelos K. Katsaggelos:
Upsampling and denoising of depth maps via joint-segmentation. EUSIPCO 2012: 245-249 - [c280]Antonio López, Jesús M. Cortés, Domingo López-Oller, Rafael Molina, Aggelos K. Katsaggelos:
Hyperparameters estimation for the Bayesian localization of the EEG sources with TV priors. EUSIPCO 2012: 489-493 - [c279]Leonidas Spinoulas, Bruno Amizic, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Simultaneous Bayesian compressive sensing and blind deconvolution. EUSIPCO 2012: 1414-1418 - [c278]Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos:
Use of tight frames for optimized compressed sensing. EUSIPCO 2012: 1439-1443 - [c277]Zhaofu Chen, Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Tracking-optimal error control schemes for H.264 compressed video for vehicle surveillance. EUSIPCO 2012: 1900-1904 - [c276]Lasya Priya Kotu, Kjersti Engan, Trygve Eftestøl, Leik Woie, Stein Ørn, Aggelos K. Katsaggelos:
Local Binary Patterns used on Cardiac MRI to classify high and low risk patient groups. EUSIPCO 2012: 2586-2590 - [c275]Seungwon Lee, Junghyun Lee, Monson H. Hayes, Aggelos K. Katsaggelos, Joon Ki Paik:
Single camera-based full depth map estimation using color shifting property of a multiple color-filter aperture. ICASSP 2012: 801-804 - [c274]Bruno Amizic, Leonidas Spinoulas, Rafael Molina, Aggelos K. Katsaggelos:
Compressive sampling with unknown blurring function: Application to passive millimeter-wave imaging. ICIP 2012: 925-928 - [c273]Yun Ye, Song Ci, Yanwei Liu, Dalei Wu, Haohong Wang, Aggelos K. Katsaggelos:
A wireless video surveillance system with an active camera. VCIP 2012: 1-6 - 2011
- [j149]Fan Jiang, Junsong Yuan, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Anomalous video event detection using spatiotemporal context. Comput. Vis. Image Underst. 115(3): 323-333 (2011) - [j148]Israa Amro, Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
A survey of classical methods and new trends in pansharpening of multispectral images. EURASIP J. Adv. Signal Process. 2011: 79 (2011) - [j147]Martin Luessi, S. Derin Babacan, Rafael Molina, James R. Booth, Aggelos K. Katsaggelos:
Bayesian symmetrical EEG/fMRI fusion with spatially adaptive priors. NeuroImage 55(1): 113-132 (2011) - [j146]Sotirios A. Tsaftaris, Kristin H. Lister, Inge Fiedler, Francesca Casadio, Aggelos K. Katsaggelos:
Colorizing a Masterpiece [Applications Corner]. IEEE Signal Process. Mag. 28(3): 113-119 (2011) - [j145]Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Low-Complexity Tracking-Aware H.264 Video Compression for Transportation Surveillance. IEEE Trans. Circuits Syst. Video Technol. 21(10): 1378-1389 (2011) - [j144]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian Super Resolution. IEEE Trans. Image Process. 20(4): 984-999 (2011) - [j143]Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Super Resolution of Multispectral Images using ℓ1 Image Models and Interband Correlations. J. Signal Process. Syst. 65(3): 509-523 (2011) - [c272]Stefanos P. Belekos, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Maximum a posteriori super-resolution of compressed video with a novel multichannel image prior and a new observation model. EUSIPCO 2011: 293-297 - [c271]Bruno Amizic, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian partial out-of-focus blur removal with parameter estimation. EUSIPCO 2011: 1673-1677 - [c270]Miguel Tallon, Javier Mateos, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Space-variant kernel deconvolution for dual exposure problem. EUSIPCO 2011: 1678-1682 - [c269]Lu Fang, Ketan Tang, Oscar C. Au, Aggelos K. Katsaggelos:
Anti-aliasing filter for subpixel down-sampling based on frequency analysis. ICASSP 2011: 1117-1120 - [c268]S. Derin Babacan, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos:
Low-rank matrix completion by variational sparse Bayesian learning. ICASSP 2011: 2188-2191 - [c267]Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Tracking-optimized quantization for H.264 compression in transportation video surveillance applications. ICIP 2011: 153-156 - [c266]Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian TV denoising of SAR images. ICIP 2011: 165-168 - [c265]Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Channel protection for H.264 compression in transportation video surveillance applications. ICIP 2011: 2237-2240 - [c264]S. Derin Babacan, Martin Luessi, Leonidas Spinoulas, Aggelos K. Katsaggelos, Nachappa Gopalsami, Thomas W. Elmer, Ryan Ahern, Shaolin Liao, Apostolos C. Raptis:
Compressive passive millimeter-wave imaging. ICIP 2011: 2705-2708 - [c263]Esteban Vera, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
A novel iterative image restoration algorithm using nonstationary image priors. ICIP 2011: 3457-3460 - [c262]Lu Fang, Oscar C. Au, Aggelos K. Katsaggelos:
Adaptive joint demosaicing and Subpixel-based Down-sampling for Bayer image. ICME 2011: 1-6 - [c261]Pablo Ruiz, S. Derin Babacan, Li Gao, Zhu Li, Rafael Molina, Aggelos K. Katsaggelos:
Video retrieval using sparse Bayesian reconstruction. ICME 2011: 1-6 - [c260]Lei Song, Fan Jiang, Zhongke Shi, Aggelos K. Katsaggelos:
Understanding dynamic scenes by hierarchical motion pattern mining. ICME 2011: 1-6 - [c259]Haomian Zheng, Zhu Li, Aggelos K. Katsaggelos, Jia You:
Indexed spatio-temporal appearance models for query-driven video action recognition. ICME 2011: 1-6 - [c258]Randy S. Roberts, Paul A. Pope, Ranga Raju Vatsavai, Ming Jiang, Lloyd F. Arrowood, Timothy G. Trucano, Shaun S. Gleason, Anil M. Cheriyadat, Alex Sorokine, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas, Lucinda R. Gaines, Lawrence K. Chilton:
Design of benchmark imagery for validating facility annotation algorithms. IGARSS 2011: 1453-1456 - [c257]Miguel Tallon, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Image prior combination in space-variant blur deconvolution for the dual exposure problem. ISPA 2011: 408-413 - [c256]Pablo Ruiz, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Retrieval of video clips with missing frames using sparse Bayesian reconstruction. ISPA 2011: 443-448 - [c255]Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
A Bayesian Active Learning Framework for a Two-Class Classification Problem. MUSCLE 2011: 42-53 - 2010
- [j142]Ehsan Maani, Aggelos K. Katsaggelos:
Unequal Error Protection for Robust Streaming of Scalable Video Over Packet Lossy Networks. IEEE Trans. Circuits Syst. Video Technol. 20(3): 407-416 (2010) - [j141]Dalei Wu, Song Ci, Haohong Wang, Aggelos K. Katsaggelos:
Application-Centric Routing for Video Streaming Over MultiHop Wireless Networks. IEEE Trans. Circuits Syst. Video Technol. 20(12): 1721-1734 (2010) - [j140]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian Compressive Sensing Using Laplace Priors. IEEE Trans. Image Process. 19(1): 53-63 (2010) - [j139]Giannis K. Chantas, Nikolas P. Galatsanos, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian Image Restoration With a Product of Spatially Weighted Total Variation Image Priors. IEEE Trans. Image Process. 19(2): 351-362 (2010) - [j138]Stefanos P. Belekos, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Maximum a Posteriori Video Super-Resolution Using a New Multichannel Image Prior. IEEE Trans. Image Process. 19(6): 1451-1464 (2010) - [j137]S. Derin Babacan, Jingnan Wang, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian Blind Deconvolution From Differently Exposed Image Pairs. IEEE Trans. Image Process. 19(11): 2874-2888 (2010) - [c254]Giannis K. Chantas, Nikolaos Galatsanos, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian inference image restoration using a product of total variation-like image priors. CIP 2010: 227-231 - [c253]Miguel Tallon, Javier Mateos, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Combining observation models in dual exposure problems using the Kullback-Leibler divergence. EUSIPCO 2010: 323-327 - [c252]Matthew Woods, Aggelos K. Katsaggelos:
Efficient image correspondence measurements in airborne applications using inertial navigation sensors. EUSIPCO 2010: 606-610 - [c251]Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Image prior combination in super-resolution image reconstruction. EUSIPCO 2010: 616-620 - [c250]Bruno Amizic, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Sparse Bayesian blind image deconvolution with parameter estimation. EUSIPCO 2010: 626-630 - [c249]Martin Luessi, S. Derin Babacan, Rafael Molina, James R. Booth, Aggelos K. Katsaggelos:
Symmetrical EEG/FMRI fusion with spatially adaptive priors using variational distribution approximation. ICASSP 2010: 638-641 - [c248]Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Content-aware H.264 encoding for traffic video tracking applications. ICASSP 2010: 730-733 - [c247]Bruno Amizic, S. Derin Babacan, Michael K. Ng, Rafael Molina, Aggelos K. Katsaggelos:
Fast total variation image restoration with parameter estimation using bayesian inference. ICASSP 2010: 770-773 - [c246]Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Tracking-optimal pre- and post-processing for H.264 compression in traffic video surveillance applications. ICECS 2010: 375-378 - [c245]Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos:
Shape error concealment based on a shape-preserving boundary approximation. ICIP 2010: 457-460 - [c244]Fan Jiang, Junsong Yuan, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Video anomaly detection in spatiotemporal context. ICIP 2010: 705-708 - [c243]Salvador Villena, Miguel Vega, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Using the Kullback-Leibler divergence to combine image priors in Super-Resolution image reconstruction. ICIP 2010: 893-896 - [c242]Bo Liu, Zhu Li, Meng Wang, Aggelos K. Katsaggelos:
In-sequence video duplicate detection with fast point-to-line matching. ICIP 2010: 1037-1040 - [c241]Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Quantization optimized H.264 encoding for traffic video tracking applications. ICIP 2010: 1241-1244 - [c240]Ehsan Maani, Aggelos K. Katsaggelos:
A game theoretic approach to video streaming over peer-to-peer networks. ICIP 2010: 2909-2912 - [c239]Xin Xin, Aggelos K. Katsaggelos:
A novel image retrieval framework exploring inter cluster distance. ICIP 2010: 3213-3216 - [c238]Jiang Xu, Ying Wu, Aggelos K. Katsaggelos:
Part-based initialization for hand tracking. ICIP 2010: 3257-3260 - [c237]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Sparse Bayesian image restoration. ICIP 2010: 3577-3580 - [c236]Ranga Raju Vatsavai, Budhendra L. Bhaduri, Anil M. Cheriyadat, Lloyd F. Arrowood, Eddie A. Bright, Shaun S. Gleason, Carl Diegert, Aggelos K. Katsaggelos, Thrasos N. Pappas, Reid B. Porter, Jim Bollinger, Barry Chen, Ryan Hohimer:
Geospatial image mining for nuclear proliferation detection: Challenges and new opportunities. IGARSS 2010: 48-51 - [c235]Louis H. Terry, Karen Livescu, Janet B. Pierrehumbert, Aggelos K. Katsaggelos:
Audio-visual anticipatory coarticulation modeling by human and machine. INTERSPEECH 2010: 2682-2685 - [p2]Serhan Uslubas, Ehsan Maani, Aggelos K. Katsaggelos:
A Resolution Adaptive Video Compression System. Intelligent Multimedia Communication 2010: 167-194
2000 – 2009
- 2009
- [j136]Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Super-Resolution of Multispectral Images. Comput. J. 52(1): 153-167 (2009) - [j135]Aggelos K. Katsaggelos, Rafael Molina:
Guest Editorial. Comput. J. 52(4): 395-396 (2009) - [j134]Laura Ann Drake, Janet C. Rutledge, Jiucai Zhang, Aggelos K. Katsaggelos:
A Computational Auditory Scene Analysis-Enhanced Beamforming Approach for Sound Source Separation. EURASIP J. Adv. Signal Process. 2009 (2009) - [j133]Jiucai Zhang, Dalei Wu, Song Ci, Haohong Wang, Aggelos K. Katsaggelos:
Power-Aware Mobile Multimedia: a Survey (Invited Paper). J. Commun. 4(9): 600-613 (2009) - [j132]Martin Luessi, Marco Eichmann, Guido M. Schuster, Aggelos K. Katsaggelos:
Framework for efficient optimal multilevel image thresholding. J. Electronic Imaging 18(1): 013004 (2009) - [j131]Li Gao, Zhu Li, Aggelos K. Katsaggelos:
An Efficient Video Indexing and Retrieval Algorithm Using the Luminance Field Trajectory Modeling. IEEE Trans. Circuits Syst. Video Technol. 19(10): 1566-1570 (2009) - [j130]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian Blind Deconvolution Using a Total Variation Prior. IEEE Trans. Image Process. 18(1): 12-26 (2009) - [j129]Fan Jiang, Ying Wu, Aggelos K. Katsaggelos:
A Dynamic Hierarchical Clustering Method for Trajectory-Based Unusual Video Event Detection. IEEE Trans. Image Process. 18(4): 907-913 (2009) - [j128]Shengyang Dai, Mei Han, Wei Xu, Ying Wu, Yihong Gong, Aggelos K. Katsaggelos:
SoftCuts: A Soft Edge Smoothness Prior for Color Image Super-Resolution. IEEE Trans. Image Process. 18(5): 969-981 (2009) - [j127]Ehsan Maani, Aggelos K. Katsaggelos:
Optimized Bit Extraction Using Distortion Modeling in the Scalable Extension of H.264/AVC. IEEE Trans. Image Process. 18(9): 2022-2029 (2009) - [j126]Aggelos K. Katsaggelos, Song Ci, Haohong Wang, Qian Zhang, Antonios Argyriou:
Special Issue on Quality-Driven Cross-Layer Design for Multimedia Communications. IEEE Trans. Multim. 11(6): 1049-1051 (2009) - [j125]Konstantinos Nikitopoulos, Stelios Stefanatos, Aggelos K. Katsaggelos:
Decision-aided compensation of severe phase-impairment-induced inter-carrier interference in frequency-selective OFDM. IEEE Trans. Wirel. Commun. 8(4): 1614-1619 (2009) - [j124]Dalei Wu, Song Ci, Haiyan Luo, Haohong Wang, Aggelos K. Katsaggelos:
A quality-driven decision engine for live video transmission under service-oriented architecture. IEEE Wirel. Commun. 16(4): 48-54 (2009) - [c234]Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Parameter Estimation in Bayesian Super-Resolution Image Reconstruction from Low Resolution Rotated and Translated Images. ACIVS 2009: 188-199 - [c233]S. Derin Babacan, Luis Mancera, Rafael Molina, Aggelos K. Katsaggelos:
Non-convex priors in Bayesian compressed sensing. EUSIPCO 2009: 110-114 - [c232]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Fast bayesian compressive sensing using Laplace priors. ICASSP 2009: 2873-2876 - [c231]Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
L1 prior majorization in Bayesian image restoration. DPS 2009: 1-6 - [c230]Javier Mateos, Tom E. Bishop, Rafael Molina, Aggelos K. Katsaggelos:
Local Bayesian image restoration using variational methods and Gamma-Normal distributions. ICIP 2009: 129-132 - [c229]S. Derin Babacan, Jingnan Wang, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian blind deconvolution from differently exposed image pairs. ICIP 2009: 133-136 - [c228]Martin Luessi, Aggelos K. Katsaggelos:
Efficient motion compensated frame rate upconversion using multiple interpolations and median filtering. ICIP 2009: 373-376 - [c227]Li Gao, Zhu Li, Aggelos K. Katsaggelos:
A video retrieval algorithm using random projections. ICIP 2009: 797-800 - [c226]Fan Jiang, Ying Wu, Aggelos K. Katsaggelos:
Detecting contextual anomalies of crowd motion in surveillance video. ICIP 2009: 1117-1120 - [c225]S. Derin Babacan, Reto Ansorge, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos:
Compressive sensing of light fields. ICIP 2009: 2337-2340 - [c224]Stefanos P. Belekos, Nikolas P. Galatsanos, S. Derin Babacan, Aggelos K. Katsaggelos:
Maximum a posteriori super-resolution of compressed video using a new multichannel image prior. ICIP 2009: 2797-2800 - [c223]Luis Mancera, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Image restoration by mixture modelling of an overcomplete linear representation. ICIP 2009: 3949-3952 - [c222]Ehsan Maani, Aggelos K. Katsaggelos:
Two-dimensional channel coding for scalable H.264/AVC video. PCS 2009: 1-4 - [c221]Dalei Wu, Song Ci, Haiyan Luo, Haohong Wang, Aggelos K. Katsaggelos:
Application-Centric Routing for Video Streaming over Multi-hop Wireless Networks. SECON 2009: 1-9 - [p1]Zhu Li, Yun Fu, Junsong Yuan, Ying Wu, Aggelos K. Katsaggelos, Thomas S. Huang:
Multimedia Data Indexing. Semantic Mining Technologies for Multimedia Databases 2009: 449-475 - 2008
- [j123]Yun Fu, Zhu Li, Thomas S. Huang, Aggelos K. Katsaggelos:
Locally adaptive subspace and similarity metric learning for visual data clustering and retrieval. Comput. Vis. Image Underst. 110(3): 390-402 (2008) - [j122]Zhu Li, Fan Zhai, Aggelos K. Katsaggelos:
Joint Video Summarization and Transmission Adaptation for Energy-Efficient Wireless Video Streaming. EURASIP J. Adv. Signal Process. 2008 (2008) - [j121]Konstantinos E. Zachariadis, Michael L. Honig, Aggelos K. Katsaggelos:
Source fidelity over fading channels: performance of erasure and scalable codes. IEEE Trans. Commun. 56(7): 1080-1091 (2008) - [j120]Jianwei Huang, Zhu Li, Mung Chiang, Aggelos K. Katsaggelos:
Joint Source Adaptation and Resource Allocation for Multi-User Wireless Video Streaming. IEEE Trans. Circuits Syst. Video Technol. 18(5): 582-595 (2008) - [j119]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation. IEEE Trans. Image Process. 17(3): 326-339 (2008) - [j118]Ehsan Maani, Peshala V. Pahalawatta, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos:
Resource Allocation for Downlink Multiuser Video Transmission Over Wireless Lossy Networks. IEEE Trans. Image Process. 17(9): 1663-1671 (2008) - [j117]Stelios Stefanatos, Aggelos K. Katsaggelos:
Joint Data Detection and Channel Tracking for OFDM Systems With Phase Noise. IEEE Trans. Signal Process. 56(9): 4230-4243 (2008) - [c220]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Parameter estimation in total variation blind deconvolution. EUSIPCO 2008: 1-5 - [c219]Stefanos P. Belekos, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Maximum a posteriori video super-resolution with a new multichannel image prior. EUSIPCO 2008: 1-5 - [c218]Sotirios A. Tsaftaris, Jana Zujovic, Aggelos K. Katsaggelos:
Restoration of the cantilever bowing distortion in Atomic Force Microscopy images. EUSIPCO 2008: 1-5 - [c217]Dalei Wu, Haiyan Luo, Song Ci, Haohong Wang, Aggelos K. Katsaggelos:
Quality-Driven Optimization for Content-Aware Real-Time Video Streaming in Wireless Mesh Networks. GLOBECOM 2008: 1810-1814 - [c216]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Generalized Gaussian Markov random field image restoration using variational distribution approximation. ICASSP 2008: 1265-1268 - [c215]Fan Jiang, Ying Wu, Aggelos K. Katsaggelos:
Abnormal event detection based on trajectory clustering by 2-depth greedy search. ICASSP 2008: 2129-2132 - [c214]Li Gao, Zhu Li, Aggelos K. Katsaggelos:
A Kd-Tree Based Dynamic Indexing Scheme for Video Retrieval and Geometry Matching. ICCCN 2008: 940-944 - [c213]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Total variation super resolution using a variational approach. ICIP 2008: 641-644 - [c212]Louis H. Terry, Derek J. Shiell, Aggelos K. Katsaggelos:
Feature space video stream consistency estimation for dynamic stream weighting in audio-visual speech recognition. ICIP 2008: 1316-1319 - [c211]Louis H. Terry, Derek J. Shiell, Aggelos K. Katsaggelos:
Vector quantization with memory and multi-labeling for isolated video-only automatic speech recognition. ICIP 2008: 1320-1323 - [c210]Ehsan Maani, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Local feature extraction for video copy detection in a database. ICIP 2008: 1716-1719 - [c209]S. Derin Babacan, Xiaoming Yin, Andrew C. Larson, Aggelos K. Katsaggelos:
Combination of MR surface coil images using weighted constrained least squares. ICIP 2008: 2236-2239 - [c208]Sotirios A. Tsaftaris, Jana Zujovic, Aggelos K. Katsaggelos:
Automated line flattening of Atomic Force Microscopy images. ICIP 2008: 2968-2971 - [c207]Sotirios A. Tsaftaris, Valentin Andermatt, Andre Schlegel, Aggelos K. Katsaggelos, Debiao Li, Rohan Dharmakumar:
A dynamic programming solution to tracking and elastically matching left ventricular walls in cardiac cine MRI. ICIP 2008: 2980-2983 - [c206]Louis H. Terry, Aggelos K. Katsaggelos:
A phone-viseme dynamic Bayesian network for audio-visual automatic speech recognition. ICPR 2008: 1-4 - [c205]Ehsan Maani, Aggelos K. Katsaggelos:
Optimized Bit Extraction Using Distortion Estimation in the Scalable Extension of H.264/AVC. ISM 2008: 660-666 - [c204]Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Super Resolution of Multispectral Images Using TV Image Models. KES (3) 2008: 408-415 - [c203]Bruno Amizic, Aggelos K. Katsaggelos, Rafael Molina:
Using Logarithmic Opinion Pooling Techniques in Bayesian Blind Multi-Channel Restoration. VISAPP (1) 2008: 565-570 - 2007
- [b2]Aggelos K. Katsaggelos, Rafael Molina, Javier Mateos:
Super Resolution of Images and Video. Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers 2007, ISBN 978-3-031-01115-3 - [b1]Fan Zhai, Aggelos K. Katsaggelos:
Joint Source-Channel Video Transmission. Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers 2007, ISBN 978-3-031-01116-0 - [j116]Fabrizio Granelli, Cristina Emilia Costa, Aggelos K. Katsaggelos:
A Study on the Usage of Cross-Layer Power Control and Forward Error Correction for Embedded Video Transmission over Wireless Links. Adv. Multim. 2007: 95807:1-95807:14 (2007) - [j115]Francesco G. B. De Natale, Aggelos K. Katsaggelos, Oscar Mayora, Ying Wu:
Signal Processing Technologies for Ambient Intelligence in Home-Care Applications. EURASIP J. Adv. Signal Process. 2007 (2007) - [j114]Peshala V. Pahalawatta, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos:
Content-Aware Resource Allocation and Packet Scheduling for Video Transmission over Wireless Networks. IEEE J. Sel. Areas Commun. 25(4): 749-759 (2007) - [j113]Dácil Barreto, Luis D. Alvarez, Rafael Molina, Aggelos K. Katsaggelos, Gustavo M. Callicó:
Region-based super-resolution for compression. Multidimens. Syst. Signal Process. 18(2-3): 59-81 (2007) - [j112]Peshala V. Pahalawatta, Aggelos K. Katsaggelos:
Review of content-aware resource allocation schemes for video streaming over wireless networks. Wirel. Commun. Mob. Comput. 7(2): 131-142 (2007) - [c202]Li Gao, Zhu Li, Aggelos K. Katsaggelos:
Robust Video Retrieval with Luminance Field Trace Indexing and Geometry Matching. CBMI 2007: 99-105 - [c201]Shengyang Dai, Ming Yang, Ying Wu, Aggelos K. Katsaggelos:
Detector Ensemble. CVPR 2007 - [c200]Rafael Molina, Javier Mateos, Miguel Vega, Aggelos K. Katsaggelos:
Super resolution of multispectral images using locally adaptive models. EUSIPCO 2007: 1497-1501 - [c199]Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Retrieval accuracy of very large DNA-based databases of digital signals. EUSIPCO 2007: 1561-1565 - [c198]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Total variation blind deconvolution using a variational approach to parameter, image, and blur estimation. EUSIPCO 2007: 2164-2168 - [c197]Ehsan Maani, Fan Zhai, Aggelos K. Katsaggelos:
Optimal Mode Selection and Channel Coding for Video Transmission Over Wireless Channels using H.264/AVC. ICASSP (1) 2007: 841-844 - [c196]Peshala V. Pahalawatta, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Content-Aware Resource Allocation for Scalable Video Transmission to Multiple Users Over a Wireless Network. ICASSP (1) 2007: 853-856 - [c195]Ehsan Maani, Yijing Luo, Peshala V. Pahalawatta, Aggelos K. Katsaggelos:
Packet Scheduling for Scalable Video Streaming Over Lossy Packet Access Networks. ICCCN 2007: 591-596 - [c194]Ehsan Maani, Peshala V. Pahalawatta, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos:
Resource Allocation for Downlink Multiuser Video Transmission Over Wireless Lossy Networks. ICIP (5) 2007: 85-88 - [c193]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Total Variation Image Restoration and Parameter Estimation using Variational Posterior Distribution Approximation. ICIP (1) 2007: 97-100 - [c192]Rafael Molina, Miguel Vega, Aggelos K. Katsaggelos:
From Global to Local Bayesian Parameter Estimation in Image Restoration using Variational Distribution Approximations. ICIP (1) 2007: 121-124 - [c191]Fan Jiang, Ying Wu, Aggelos K. Katsaggelos:
Abnormal Event Detection from Surveillance Video by Dynamic Hierarchical Clustering. ICIP (5) 2007: 145-148 - [c190]Sotirios A. Tsaftaris, Ramandeep Ahuja, Derek J. Shiell, Aggelos K. Katsaggelos:
DNA Microarray Image Intensity Extraction using Eigenspots. ICIP (6) 2007: 265-268 - [c189]Fan Zhai, Zhu Li, Aggelos K. Katsaggelos:
Joint Source Coding and Data Rate Adaptation for Multi-User Wireless Video Transmission. ICME 2007: 959-962 - [c188]Rafael Molina, Antonio López, José Manuel Martín, Aggelos K. Katsaggelos:
Variational posterior distribution approximation in bayesian emission tomography reconstruction using a gamma mixture prior. VISAPP (Special Sessions) 2007: 165-176 - 2006
- [j111]Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
A Bayesian Super-Resolution Approach to Demosaicing of Blurred Images. EURASIP J. Adv. Signal Process. 2006 (2006) - [j110]Petar S. Aleksic, Aggelos K. Katsaggelos:
Audio-Visual Biometrics. Proc. IEEE 94(11): 2025-2044 (2006) - [j109]Petar S. Aleksic, Aggelos K. Katsaggelos:
Automatic facial expression recognition using facial animation parameters and multistream HMMs. IEEE Trans. Inf. Forensics Secur. 1(1): 3-11 (2006) - [j108]Fan Zhai, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Rate-distortion optimized hybrid error control for real-time packetized video transmission. IEEE Trans. Image Process. 15(1): 40-53 (2006) - [j107]Nathan A. Woods, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Stochastic methods for joint registration, restoration, and interpolation of multiple undersampled images. IEEE Trans. Image Process. 15(1): 201-213 (2006) - [j106]Yiftach Eisenberg, Fan Zhai, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
VAPOR: variance-aware per-pixel optimal resource allocation. IEEE Trans. Image Process. 15(2): 289-299 (2006) - [j105]Guido M. Schuster, Aggelos K. Katsaggelos:
Motion compensated shape error concealment. IEEE Trans. Image Process. 15(2): 501-510 (2006) - [j104]Haohong Wang, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Joint source-channel coding for wireless object-based video communications utilizing data hiding. IEEE Trans. Image Process. 15(8): 2158-2169 (2006) - [j103]Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos:
Blind Deconvolution Using a Variational Approach to Parameter, Image, and Blur Estimation. IEEE Trans. Image Process. 15(12): 3715-3727 (2006) - [c187]Ehsan Maani, Aggelos K. Katsaggelos:
Joint source-channel coding and power allocation for video transmission over wireless fading channels. CCNC 2006: 949-953 - [c186]Rafael Molina, Miguel Vega, Javier Mateos, Aggelos K. Katsaggelos:
Hierarchical Bayesian super resolution reconstruction of multispectral images. EUSIPCO 2006: 1-5 - [c185]Peshala V. Pahalawatta, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos:
A content-aware scheduling scheme for video streaming to multiple users over wireless networks. EUSIPCO 2006: 1-5 - [c184]Zhu Li, Jianwei Huang, Aggelos K. Katsaggelos:
Pricing Based Collaborative Multi-User Video Streamming Over Power Constrained Wireless Downlink. ICASSP (5) 2006: 381-384 - [c183]Sotirios A. Tsaftaris, Vassily Hatzimanikatis, Aggelos K. Katsaggelos:
DNA Hybridization as a Similarity Criterion for Querying Digital Signals Stored in DNA Databases. ICASSP (2) 2006: 1084-1087 - [c182]Antonio López, José Manuel Martín, Rafael Molina, Aggelos K. Katsaggelos:
Transmission Tomography Reconstruction Using Compound Gauss-Markov Random Fields and Ordered Subsets. ICIAR (2) 2006: 559-569 - [c181]C. Andrew Segall, Aggelos K. Katsaggelos:
Resampling for Spatial Scalability. ICIP 2006: 181-184 - [c180]Martin Luessi, Marco Eichmann, Guido M. Schuster, Aggelos K. Katsaggelos:
New Results on Efficient Optimal Multilevel Image Thresholding. ICIP 2006: 773-776 - [c179]Li Gao, Zhu Li, Aggelos K. Katsaggelos:
Fast Video Shot Retrieval with Luminance Field Trace Indexing and Geometry Matching. ICIP 2006: 1497-1500 - [c178]Rafael Molina, Miguel Vega, Javier Mateos, Aggelos K. Katsaggelos:
Parameter Estimation in Bayesian Reconstruction of Multispectral Images using Super Resolution Techniques. ICIP 2006: 1749-1752 - [c177]Shengyang Dai, Ming Yang, Ying Wu, Aggelos K. Katsaggelos:
Tracking Motion-Blurred Targets in Video. ICIP 2006: 2389-2392 - [c176]Zhu Li, Li Gao, Aggelos K. Katsaggelos:
Locally Embedded Linear Subspaces for Efficient Video Indexing and Retrieval. ICME 2006: 1765-1768 - 2005
- [j102]Min-Cheol Hong, Tania Stathaki, Aggelos K. Katsaggelos:
Iterative regularized mixed norm multichannel image restoration. J. Electronic Imaging 14(1): 013004 (2005) - [j101]Aggelos K. Katsaggelos, Yiftach Eisenberg, Fan Zhai, Randall Berry, Thrasyvoulos N. Pappas:
Advances in Efficient Resource Allocation for Packet-Based Real-Time Video Transmission. Proc. IEEE 93(1): 135-147 (2005) - [j100]Fan Zhai, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Joint source-channel coding and power adaptation for energy efficient wireless video communications. Signal Process. Image Commun. 20(4): 371-387 (2005) - [j99]Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos:
Rate-distortion optimal bit allocation for object-based video coding. IEEE Trans. Circuits Syst. Video Technol. 15(9): 1113-1123 (2005) - [j98]Zhu Li, Guido M. Schuster, Aggelos K. Katsaggelos:
MINMAX optimal video summarization. IEEE Trans. Circuits Syst. Video Technol. 15(10): 1245-1256 (2005) - [j97]Haohong Wang, Fan Zhai, Yiftach Eisenberg, Aggelos K. Katsaggelos:
Cost-distortion optimized unequal error protection for object-based video communications. IEEE Trans. Circuits Syst. Video Technol. 15(12): 1505-1516 (2005) - [j96]Zhu Li, Guido M. Schuster, Aggelos K. Katsaggelos, Bhavan Gandhi:
Rate-Distortion Optimal Video Summary Generation. IEEE Trans. Image Process. 14(10): 1550-1560 (2005) - [j95]Fan Zhai, Carlos E. Luna, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Joint source coding and packet classification for real-time video transmission over differentiated services networks. IEEE Trans. Multim. 7(4): 716-726 (2005) - [j94]Stavros Tzavidas, Aggelos K. Katsaggelos:
A multicamera setup for generating stereo panoramic video. IEEE Trans. Multim. 7(5): 880-890 (2005) - [j93]Aggelos K. Katsaggelos, Fan Zhai, Yiftach Eisenberg, Randall Berry:
Energy-efficient wireless video coding and delivery. IEEE Wirel. Commun. 12(4): 24-30 (2005) - [c175]Zhu Li, Fan Zhai, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas:
Energy efficient video summarization and transmission over a slow fading wireless channel. Electronic Imaging: Image and Video Communications and Processing 2005 - [c174]Xiaohuan Li, Joel R. Jackson, Aggelos K. Katsaggelos, Russel M. Merserau:
Multiple global affine motion model for H.264 video coding with low bit rate. Electronic Imaging: Image and Video Communications and Processing 2005 - [c173]Peshala V. Pahalawatta, Zhu Li, Fan Zhai, Aggelos K. Katsaggelos:
Rate-distortion optimized video summary generation and transmission over packet lossy networks. Electronic Imaging: Image and Video Communications and Processing 2005 - [c172]Zhilin Wu, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas:
MPEG-4 outer-inner lip FAP interpolation. Electronic Imaging: Image and Video Communications and Processing 2005 - [c171]Konstantinos E. Zachariadis, Michael L. Honig, Aggelos K. Katsaggelos:
Source fidelity over fading channels: erasure codes versus scalable codes. GLOBECOM 2005: 5 - [c170]Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian Reconstruction of Color Images Acquired with a Single CCD. IbPRIA (1) 2005: 343-350 - [c169]Antonio López, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian Reconstruction for Transmission Tomography with Scale Hyperparameter Estimation. IbPRIA (2) 2005: 455-462 - [c168]Zhu Li, Guido M. Schuster, Aggelos K. Katsaggelos:
Video summarization for multiple path communication. ICIP (1) 2005: 205-208 - [c167]Cristina Costa, Fabrizio Granelli, Aggelos K. Katsaggelos:
A cross-layer approach for energy efficient transmission of progressively coded images over wireless channels. ICIP (1) 2005: 213-216 - [c166]Petar S. Aleksic, Aggelos K. Katsaggelos:
Comparison of MPEG-4 facial animation parameter groups with respect to audio-visual speech recognition performance. ICIP (3) 2005: 501-504 - [c165]Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Approximations of posterior distributions in blind deconvolution using variational methods. ICIP (2) 2005: 770-773 - [c164]Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
On Designing DNA Databases for the Storage and Retrieval of Digital Signals. ICNC (2) 2005: 1192-1201 - [c163]Zhu Li, Alan Q. Cheng, Aggelos K. Katsaggelos, Faisal Ishtiaq:
Video Summarization and Transmission Power Adaptation for Very Low Bit Rate Multiuser Wireless Uplink Video Communication. MMSP 2005: 1-4 - [c162]Peshala V. Pahalawatta, Zhu Li, Fan Zhai, Aggelos K. Katsaggelos:
Rate-Distortion Optimization for Internet Video Summarization and Transmission. MMSP 2005: 1-4 - [e1]Aggelos K. Katsaggelos, Csaba A. Szabó:
1st International ICST Conference on Multimedia Services Access Networks, MSAN 2005, Orlando, FL, USA, June 13-15, 2005. IEEE 2005, ISBN 0-7803-9319-8 [contents] - 2004
- [j92]Antonio López, Rafael Molina, Aggelos K. Katsaggelos, Antonio Rodriguez, José M. López, José M. Llamas-Elvira:
Parameter estimation in Bayesian reconstruction of SPECT images: An aid in nuclear medicine diagnosis. Int. J. Imaging Syst. Technol. 14(1): 21-27 (2004) - [j91]Luis D. Alvarez, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
High-resolution images from compressed low-resolution video: Motion estimation and observable pixels. Int. J. Imaging Syst. Technol. 14(2): 58-66 (2004) - [j90]Sotirios A. Tsaftaris, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas, Eleftherios T. Papoutsakis:
DNA computing from a signal processing viewpoint. IEEE Signal Process. Mag. 21(5): 100-106 (2004) - [j89]Sotirios A. Tsaftaris, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas, Eleftherios T. Papoutsakis:
How can DNA computing be applied to digital signal processing? IEEE Signal Process. Mag. 21(6): 57-61 (2004) - [j88]Lisimachos P. Kondi, Gerry Melnikov, Aggelos K. Katsaggelos:
Joint optimal object shape estimation and encoding. IEEE Trans. Circuits Syst. Video Technol. 14(4): 528-533 (2004) - [j87]Ebroul Izquierdo, Aggelos K. Katsaggelos, Michael G. Strintzis:
Introduction to the Special Issue on Audio and Video Analysis for Multimedia Interactive Services. IEEE Trans. Circuits Syst. Video Technol. 14(5): 569-571 (2004) - [j86]Petar S. Aleksic, Aggelos K. Katsaggelos:
Speech-to-video synthesis using MPEG-4 compliant visual features. IEEE Trans. Circuits Syst. Video Technol. 14(5): 682-692 (2004) - [j85]Sung Cheol Park, Moon Gi Kang, C. Andrew Segall, Aggelos K. Katsaggelos:
Spatially adaptive high-resolution image reconstruction of DCT-based compressed images. IEEE Trans. Image Process. 13(4): 573-585 (2004) - [j84]Guido M. Schuster, Xiaohuan Li, Aggelos K. Katsaggelos:
Shape error concealment using Hermite splines. IEEE Trans. Image Process. 13(6): 808-820 (2004) - [j83]C. Andrew Segall, Aggelos K. Katsaggelos, Rafael Molina, Javier Mateos:
Bayesian resolution enhancement of compressed video. IEEE Trans. Image Process. 13(7): 898-911 (2004) - [j82]Tom Ryen, Guido M. Schuster, Aggelos K. Katsaggelos:
A rate-distortion optimal alternative to matching pursuit. IEEE Trans. Signal Process. 52(5): 1352-1363 (2004) - [c161]Salvador Villena, Javier Abad, Rafael Molina, Aggelos K. Katsaggelos:
Estimation of High Resolution Images and Registration Parameters from Low Resolution Observations. CIARP 2004: 509-516 - [c160]Yiftach Eisenberg, Fan Zhai, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Quality metrics for measuring end-to-end distortion in packet-switched video communication systems. Human Vision and Electronic Imaging 2004: 162-173 - [c159]Haohong Wang, Aggelos K. Katsaggelos:
Robust network-adaptive object-based video encoding. ICASSP (3) 2004: 249-252 - [c158]Zhu Li, Guido M. Schuster, Aggelos K. Katsaggelos, Bhavan Gandhi:
Rate-distortion optimal video summarization: a dynamic programming solution. ICASSP (3) 2004: 457-460 - [c157]Sotirios A. Tsaftaris, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas, Eleftherios T. Papoutsakis:
DNA-based matching of digital signals. ICASSP (5) 2004: 581-584 - [c156]Xiaohuan Li, Joel R. Jackson, Aggelos K. Katsaggelos, Russell M. Mersereau:
An adaptive coding scheme using affine motion model for MPEG P-VOP. ICASSP (3) 2004: 717-720 - [c155]Fan Zhai, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Rate-distortion optimized product code forward error correction for video transmission over IP-based wireless networks. ICASSP (5) 2004: 857-860 - [c154]Petar S. Aleksic, Aggelos K. Katsaggelos:
Comparison of low- and high-level visual features for audio-visual continuous automatic speech recognition. ICASSP (5) 2004: 917-920 - [c153]Fan Zhai, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Rate-distortion optimized hybrid error control for real-time packetized video transmission. ICC 2004: 1318-1322 - [c152]Cristina Emilia Costa, Yiftach Eisenberg, Fan Zhai, Aggelos K. Katsaggelos:
Energy efficient wireless transmission of MPEG-4 fine granular scalable video. ICC 2004: 3096-3100 - [c151]Haohong Wang, Aggelos K. Katsaggelos:
A Hybrid Source-Channel Coding Scheme for Object-based Wireless Video Communications. ICCCN 2004: 235-240 - [c150]Guido M. Schuster, Aggelos K. Katsaggelos:
Motion compensated shape error concealment. ICIP 2004: 175-178 - [c149]Zhu Li, Guido M. Schuster, Aggelos K. Katsaggelos, Bhavan Gandhi:
Optimal video summarization with a bit budget constraint. ICIP 2004: 617-620 - [c148]Zhu Li, Aggelos K. Katsaggelos, Bhavan Gandhi:
Fast video shot retrieval by trace geometry matching in principal component space. ICIP 2004: 1601-1604 - [c147]Luis D. Alvarez, Rafael Molina, Aggelos K. Katsaggelos:
Motion estimation in high resolution image reconstruction from compressed video sequences. ICIP 2004: 1795-1798 - [c146]Guido M. Schuster, Aggelos K. Katsaggelos:
Robust circle detection using a weighted mse estimator. ICIP 2004: 2111-2114 - [c145]Fan Zhai, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
An integrated joint source-channel coding framework for video transmission over packet lossy networks. ICIP 2004: 2531-2534 - [c144]Haohong Wang, Yiftach Eisenberg, Fan Zhai, Aggelos K. Katsaggelos:
Joint object-based video encoding and power management for energy efficient wireless video communications. ICIP 2004: 2543-2546 - [c143]Peshala V. Pahalawatta, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos:
Optimal sensor selection for video-based target tracking in a wireless sensor network. ICIP 2004: 3073-3076 - [c142]Eren Soyak, Yiftach Eisenberg, Fan Zhai, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos:
Channel modeling and its effect on the end-to-end distortion in wireless video communications. ICIP 2004: 3253-3256 - [c141]Haohong Wang, Fan Zhai, Yiftach Eisenberg, Aggelos K. Katsaggelos:
Optimal object-based video communications over differentiated services networks. ICIP 2004: 3257-3260 - 2003
- [j81]Kaaren L. May, Tania Stathaki, Aggelos K. Katsaggelos:
Spatially Adaptive Intensity Bounds for Image Restoration. EURASIP J. Adv. Signal Process. 2003(12): 1167-1180 (2003) - [j80]Carlos E. Luna, Yiftach Eisenberg, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos:
Joint source coding and data rate adaptation for energy efficient wireless video streaming. IEEE J. Sel. Areas Commun. 21(10): 1710-1720 (2003) - [j79]C. Andrew Segall, Rafael Molina, Aggelos K. Katsaggelos:
High-resolution images from low-resolution compressed video. IEEE Signal Process. Mag. 20(3): 37-48 (2003) - [j78]Seda Ogrenci Memik, Aggelos K. Katsaggelos, Majid Sarrafzadeh:
Analysis and FPGA Implementation of Image Restoration under Resource Constraints. IEEE Trans. Computers 52(3): 390-399 (2003) - [j77]Carlos E. Luna, Lisimachos P. Kondi, Aggelos K. Katsaggelos:
Maximizing user utility in video streaming applications. IEEE Trans. Circuits Syst. Video Technol. 13(2): 141-148 (2003) - [j76]Ryo Nakagaki, Aggelos K. Katsaggelos:
A VQ-based blind image restoration algorithm. IEEE Trans. Image Process. 12(9): 1044-1053 (2003) - [j75]Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas:
An efficient rate-distortion optimal shape coding approach utilizing a skeleton-based decomposition. IEEE Trans. Image Process. 12(10): 1181-1193 (2003) - [j74]Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos, Miguel Vega:
Bayesian multichannel image restoration using compound Gauss-Markov random fields. IEEE Trans. Image Process. 12(12): 1642-1654 (2003) - [j73]Rafael Molina, Miguel Vega, Javier Abad, Aggelos K. Katsaggelos:
Parameter estimation in Bayesian high-resolution image reconstruction with multisensors. IEEE Trans. Image Process. 12(12): 1655-1667 (2003) - [c140]Luis D. Alvarez, Rafael Molina, Aggelos K. Katsaggelos:
Multi-channel Reconstruction of Video Sequences from Low-Resolution and Compressed Observations. CIARP 2003: 46-53 - [c139]Passant V. Karunaratne, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas:
Preprocessing of compressed digital video based on perceptual quality metrics. Human Vision and Electronic Imaging 2003: 137-148 - [c138]Antonio López, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian SPECT Image Reconstruction with Scale Hyperparameter Estimation for Scalable Prior. IbPRIA 2003: 445-452 - [c137]Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images. IbPRIA 2003: 538-546 - [c136]Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian high resolution image reconstruction with incomplete multisensor low resolution systems. ICASSP (3) 2003: 705-708 - [c135]Javier Abad, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos:
Parameter estimation in super-resolution image reconstruction problems. ICASSP (3) 2003: 709-712 - [c134]Ryo Nakagaki, Aggelos K. Katsaggelos:
A VQ-based blur identification algorithm. ICASSP (3) 2003: 725-728 - [c133]Petar S. Aleksic, Aggelos K. Katsaggelos:
Speech-to-video synthesis using facial animation parameters. ICIP (3) 2003: 1-4 - [c132]Yiftach Eisenberg, Fan Zhai, Carlos E. Luna, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Variance-aware distortion estimation for wireless video communications. ICIP (1) 2003: 89-92 - [c131]Guido M. Schuster, Aggelos K. Katsaggelos:
Robust line detection using a weighted MSE estimator. ICIP (1) 2003: 293-296 - [c130]Fan Zhai, Yiftach Eisenberg, Carlos E. Luna, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
A novel cost-distortion optimization framework for video streaming over differentiated services networks. ICIP (3) 2003: 293-296 - [c129]Nathan A. Woods, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
EM-based simultaneous registration, restoration, and interpolation of super-resolved images. ICIP (2) 2003: 303-306 - [c128]Guido M. Schuster, Xiaohuan Li, Aggelos K. Katsaggelos:
Spline-based boundary loss concealment. ICIP (2) 2003: 671-674 - [c127]Tom Ryen, Guido M. Schuster, Aggelos K. Katsaggelos:
Efficient frame vector selection based on ordered sets. ICIP (3) 2003: 777-780 - [c126]Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos:
Object-based video compression scheme with optimal bit allocation among shape, motion and texture. ICIP (3) 2003: 785-788 - [c125]Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian parameter estimation in image reconstruction from subsampled blurred observations. ICIP (2) 2003: 969-972 - [c124]Fan Zhai, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos:
A rate-distortion optimized error control scheme for scalable video streaming over the Internet. ICME 2003: 125-128 - [c123]Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos:
Minmax optimal shape coding using skeleton decomposition. ICME 2003: 245-248 - [c122]Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos:
Operational rate-distortion optimal bit allocation between shape and texture for MPEG-4 video coding. ICME 2003: 257-260 - [c121]Petar S. Aleksic, Aggelos K. Katsaggelos:
Product HMMs for audio-visual continuous speech recognition using facial animation parameters. ICME 2003: 481-484 - [c120]Zhu Li, Aggelos K. Katsaggelos, Bhavan Gandhi:
Temporal rate-distortion based optimal video summary generation. ICME 2003: 693-696 - [c119]Peshala V. Pahalawatta, Dejan Depalov, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos:
Detection, Classification, and Collaborative Tracking of Multiple Targets Using Video Sensors. IPSN 2003: 529-544 - [c118]Francisco J. Cortijo, Salvador Villena, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian super-resolution of text image sequences from low resolution observations. ISSPA (1) 2003: 421-424 - 2002
- [j72]Petar S. Aleksic, Jay J. Williams, Zhilin Wu, Aggelos K. Katsaggelos:
Audio-Visual Speech Recognition Using MPEG-4 Compliant Visual Features. EURASIP J. Adv. Signal Process. 2002(11): 1213-1227 (2002) - [j71]Antonio López, Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos:
SPECT Image Reconstruction Using Compound Prior Models. Int. J. Pattern Recognit. Artif. Intell. 16(3): 317-330 (2002) - [j70]Yiftach Eisenberg, Carlos E. Luna, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Joint source coding and transmission power management for energy efficient wireless video communications. IEEE Trans. Circuits Syst. Video Technol. 12(6): 411-424 (2002) - [j69]Lisimachos P. Kondi, Faisal Ishtiaq, Aggelos K. Katsaggelos:
Joint source-channel coding for motion-compensated DCT-based SNR scalable video. IEEE Trans. Image Process. 11(9): 1043-1052 (2002) - [j68]Gerry Melnikov, Aggelos K. Katsaggelos:
A jointly optimal fractal/DCT compression scheme. IEEE Trans. Multim. 4(4): 413-422 (2002) - [j67]Jay J. Williams, Aggelos K. Katsaggelos:
An HMM-based speech-to-video synthesizer. IEEE Trans. Neural Networks 13(4): 900-915 (2002) - [c117]Stavros Tzavidas, Aggelos K. Katsaggelos:
Multicamera setup for generating stereo panoramic video. Three-Dimensional Image Capture and Applications 2002: 47-58 - [c116]Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas:
An optimal shape encoding scheme using skeleton decomposition. IEEE Workshop on Multimedia Signal Processing 2002: 85-88 - [c115]Sung Cheol Park, Moon Gi Kang, C. Andrew Segall, Aggelos K. Katsaggelos:
High-resolution image reconstruction of low-resolution DCT-based compressed images. ICASSP 2002: 1665-1668 - [c114]C. Andrew Segall, Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos:
Reconstruction of high-resolution image frames from a sequence of low-resolution and compressed observations. ICASSP 2002: 1701-1704 - [c113]Tom Ryen, Guido M. Schuster, Aggelos K. Katsaggelos:
A rate-distortion optimal coding alternative to matching pursuit. ICASSP 2002: 2177-2180 - [c112]Antonio López, Rafael Molina, Aggelos K. Katsaggelos:
Scale hyperparameter estimation for GGMRF prior models with application to SPECT images. DSP 2002: 521-524 - [c111]Yiftach Eisenberg, Carlos E. Luna, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Energy efficient wireless video communications for the digital set-top box. ICIP (2) 2002: 25-28 - [c110]Guido M. Schuster, Xiaohuan Li, Aggelos K. Katsaggelos:
A recursive shape error concealment algorithm. ICIP (1) 2002: 177-180 - [c109]Ryo Nakagaki, Aggelos K. Katsaggelos:
A VQ-based image restoration algorithm. ICIP (1) 2002: 305-308 - [c108]Carlos E. Luna, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Optimal source coding and transmission power management using a min-max expected distortion approach. ICIP (1) 2002: 537-540 - [c107]Zhu Li, Aggelos K. Katsaggelos:
A color vector quantization based video coder. ICIP (3) 2002: 673-676 - [c106]Stavros Tzavidas, Aggelos K. Katsaggelos:
Disparity variation in stereo-panoramic video. ICIP (3) 2002: 845-848 - [c105]Sung Cheol Park, Moon Gi Kang, C. Andrew Segall, Aggelos K. Katsaggelos:
Spatially adaptive high-resolution image reconstruction of low-resolution DCT-based compressed images. ICIP (2) 2002: 861-864 - [c104]Petar S. Aleksic, Jay J. Williams, Zhilin Wu, Aggelos K. Katsaggelos:
Audio-visual continuous speech recognition using MPEG-4 compliant visual features. ICIP (1) 2002: 960-963 - [c103]Zhilin Wu, Petar S. Aleksic, Aggelos K. Katsaggelos:
Lip Tracking for MPEG-4 Facial Animation. ICMI 2002: 293-298 - [c102]Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos, Miguel Vega:
A General Multichannel Image Restoration Method Using Compound Models. ICPR (3) 2002: 835-838 - 2001
- [j66]Aggelos K. Katsaggelos:
Getting into vitual reality. IEEE Signal Process. Mag. 18(3): 2-5 (2001) - [j65]Ranveig Nygaard, Gerry Melnikov, Aggelos K. Katsaggelos:
A rate distortion optimal ECG coding algorithm. IEEE Trans. Biomed. Eng. 48(1): 28-40 (2001) - [j64]Brian C. Tom, Aggelos K. Katsaggelos:
Resolution enhancement of monochrome and color video using motion compensation. IEEE Trans. Image Process. 10(2): 278-287 (2001) - [j63]Lisimachos P. Kondi, Aggelos K. Katsaggelos:
An operational rate-distortion optimal single-pass SNR scalable video coder. IEEE Trans. Image Process. 10(11): 1613-1620 (2001) - [c101]Jay J. Williams, Aggelos K. Katsaggelos, Dean C. Garstecki:
Subjective analysis of a HMM-based visual speech synthesizer. Human Vision and Electronic Imaging 2001: 544-555 - [c100]Lisimachos P. Kondi, Aggelos K. Katsaggelos:
Joint source-channel coding for scalable video using models of rate-distortion functions. ICASSP 2001: 1377-1380 - [c99]Carlos E. Luna, Aggelos K. Katsaggelos:
Maximizing user utility in video streaming applications. ICASSP 2001: 1465-1468 - [c98]C. Andrew Segall, Aggelos K. Katsaggelos:
A new constraint for the regularized enhancement of compressed video. ICASSP 2001: 1849-1852 - [c97]Antonio López, Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos:
SPECT image reconstruction using compound models. ICASSP 2001: 1909-1912 - [c96]Ranveig Nygaard, Aggelos K. Katsaggelos:
Rate distortion optimal signal compression using second order polynomial approximation. ICASSP 2001: 2617-2620 - [c95]Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, C. Andrew Segall:
Bayesian high-resolution reconstruction of low-resolution compressed video. ICIP (2) 2001: 25-28 - [c94]Lisimachos P. Kondi, Gerry Melnikov, Aggelos K. Katsaggelos:
Jointly optimal coding of texture and shape. ICIP (3) 2001: 94-97 - [c93]C. Andrew Segall, Passant V. Karunaratne, Aggelos K. Katsaggelos:
A rate-distortion optimal video pre-processing algorithm. ICIP (1) 2001: 481-484 - [c92]C. Andrew Segall, Aggelos K. Katsaggelos:
Application of the motion vector constraint to the regularized enhancement of compressed video. ICIP (1) 2001: 646-649 - [c91]Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos:
Minimizing transmission energy in wireless video communications. ICIP (1) 2001: 958-961 - [c90]Lisimachos P. Kondi, Stella N. Batalama, Dimitrios A. Pados, Aggelos K. Katsaggelos:
Joint source-channel coding for scalable video over DS-CDMA multipath fading channels. ICIP (1) 2001: 994-997 - [c89]Haohong Wang, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos:
Rate-distortion optimal skeleton-based shape coding. ICIP (2) 2001: 1001-1004 - [c88]C. Andrew Segall, Passant V. Karunaratne, Aggelos K. Katsaggelos:
Preprocessing of compressed digital video. VCIP 2001: 163-174 - 2000
- [j62]Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, Aurora Hermoso, C. Andrew Segall:
Restoration of severely blurred high range images using stochastic and deterministic relaxation algorithms in compound Gauss?CMarkov random fields. Pattern Recognit. 33(4): 555-571 (2000) - [j61]Fabian W. Meier, Guido M. Schuster, Aggelos K. Katsaggelos:
A mathematical model for shape coding with B-splines. Signal Process. Image Commun. 15(7-8): 685-701 (2000) - [j60]Yao Wang, S. Wenger, Jiantao Wen, Aggelos K. Katsaggelos:
Error resilient video coding techniques. IEEE Signal Process. Mag. 17(4): 61-82 (2000) - [j59]Chun-Jen Tsai, Aggelos K. Katsaggelos:
Sequential construction of 3-D-based scene description. IEEE Trans. Circuits Syst. Video Technol. 10(4): 576-584 (2000) - [j58]Gerry Melnikov, Guido M. Schuster, Aggelos K. Katsaggelos:
Shape coding using temporal correlation and joint VLC optimization. IEEE Trans. Circuits Syst. Video Technol. 10(5): 744-754 (2000) - [j57]Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina:
A Bayesian approach for the estimation and transmission of regularization parameters for reducing blocking artifacts. IEEE Trans. Image Process. 9(7): 1200-1215 (2000) - [j56]Nikolas P. Galatsanos, Vladimir Z. Mesarovic, Rafael Molina, Aggelos K. Katsaggelos:
Hierarchical Bayesian image restoration from partially known blurs. IEEE Trans. Image Process. 9(10): 1784-1797 (2000) - [c87]Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina:
Color image restoration using compound Gauss-Markov Random Fields. EUSIPCO 2000: 1-4 - [c86]Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina:
High-resolution color image reconstruction from compressed video sequences. EUSIPCO 2000: 1-4 - [c85]F. S. Ogrenci, Aggelos K. Katsaggelos, Majid Sarrafzadeh:
FPGA implementation and analysis of image restoration. FPGA 2000: 219 - [c84]Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos:
Multichannel image restoration using compound Gauss-Markov random fields. ICASSP 2000: 141-144 - [c83]Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina:
Resolution enhancement of compressed low resolution video. ICASSP 2000: 1919-1922 - [c82]Gerry Melnikov, Aggelos K. Katsaggelos:
A rate-distortion optimal scalable vertex based shape coding algorithm. ICASSP 2000: 1947-1950 - [c81]Jay J. Williams, Aggelos K. Katsaggelos, Mark A. Randolph:
A hidden Markov model based visual speech synthesizer. ICASSP 2000: 2393-2396 - [c80]C. Andrew Segall, Aggelos K. Katsaggelos:
Enhancement of Compressed Video Using Visual Quality Measurements. ICIP 2000: 645-648 - [c79]Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina:
Simultaneous Motion Estimation and Resolution Enhancement of Compressed low Resolution Video. ICIP 2000: 653-656 - [c78]Gerry Melnikov, Aggelos K. Katsaggelos:
Shape Approximation Through Recursive Scalable Layer Generation. ICIP 2000: 915-918
1990 – 1999
- 1999
- [j55]Min-Cheol Hong, Harald Schwab, Lisimachos P. Kondi, Aggelos K. Katsaggelos:
Error concealment algorithms for compressed video. Signal Process. Image Commun. 14(6-8): 473-492 (1999) - [j54]Aggelos K. Katsaggelos, Leah H. Jamieson:
So Simple evan a child can do it. IEEE Signal Process. Mag. 16(6): 2-6 (1999) - [j53]Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos:
Bayesian and regularization methods for hyperparameter estimation in image restoration. IEEE Trans. Image Process. 8(2): 231-246 (1999) - [j52]Guido M. Schuster, Gerry Melnikov, Aggelos K. Katsaggelos:
A Review of the Minimum Maximum Criterion for Optimal Bit Allocation Among Dependent Quantizers. IEEE Trans. Multim. 1(1): 3-17 (1999) - [j51]Chun-Jen Tsai, Aggelos K. Katsaggelos:
Dense Disparity Estimation with a Divide-and-Conquer Disparity Space Image Technique. IEEE Trans. Multim. 1(1): 18-29 (1999) - [c77]Gerry Melnikov, Guido M. Schuster, Aggelos K. Katsaggelos:
Inter mode vertex-based optimal shape coding. ICASSP 1999: 3125-3128 - [c76]Rafael Molina, Aggelos K. Katsaggelos, Javier Abad:
Bayesian image restoration using a wavelet-based subband decomposition. ICASSP 1999: 3257-3260 - [c75]Chun-Jen Tsai, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Optical flow estimation from noisy data using differential techniques. ICASSP 1999: 3393-3396 - [c74]Lisimachos P. Kondi, Aggelos K. Katsaggelos:
An Optimal Single Pass SNR Scalable Video Coder. ICIP (1) 1999: 277-280 - [c73]Faisal Ishtiaq, Aggelos K. Katsaggelos:
A Rate Control Method for H.263 Temporal Scalability. ICIP (4) 1999: 280-284 - [c72]Ranveig Nygaard, Gerry Melnikov, Aggelos K. Katsaggelos:
Rate Distortion Optimal ECG Signal Compression. ICIP (2) 1999: 348-351 - [c71]Chun-Jen Tsai, Passant V. Karunaratne, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
A Compressed Video Enhancement Algorithm. ICIP (3) 1999: 454-458 - [c70]Chun-Jen Tsai, Aggelos K. Katsaggelos:
Sequential Construction of 3D-Based Scene Description. ICIP (2) 1999: 510-514 - [c69]Antonio López, Rafael Molina, Aggelos K. Katsaggelos:
Hyperparameter Estimation for Emission Computed Tomography Data. ICIP (2) 1999: 677-680 - [c68]Gerry Melnikov, Aggelos K. Katsaggelos, Guido M. Schuster:
Jointly Optimal Inter-Mode Shape Coding and VLC Selection. ICIP (2) 1999: 806-810 - [c67]Gerry Melnikov, Aggelos K. Katsaggelos, Guido M. Schuster:
Context based optimal shape coding. MMSP 1999: 303-308 - [c66]Chun-Jen Tsai, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Maximum-likelihood optical flow estimation using differential constraints. NSIP 1999: 53-56 - 1998
- [j50]Brian C. Tom, Moon Gi Kang, Min-Cheol Hong, Aggelos K. Katsaggelos:
Detection and removal of anomalies in digitized animation film. Int. J. Imaging Syst. Technol. 9(4): 283-293 (1998) - [j49]Aggelos K. Katsaggelos, Lisimachos P. Kondi, Fabian W. Meier, Jörn Ostermann, Guido M. Schuster:
MPEG-4 and rate-distortion-based shape-coding techniques. Proc. IEEE 86(6): 1126-1154 (1998) - [j48]Guido M. Schuster, Gerry Melnikov, Aggelos K. Katsaggelos:
Operationally optimal vertex-based shape coding. IEEE Signal Process. Mag. 15(6): 91-108 (1998) - [j47]Guido M. Schuster, Aggelos K. Katsaggelos:
An optimal polygonal boundary encoding scheme in the rate distortion sense. IEEE Trans. Image Process. 7(1): 13-26 (1998) - [j46]Rama Chellappa, Kunihiko Fukushima, Aggelos K. Katsaggelos, Sun-Yuan Kung, Yann LeCun, Nasser M. Nasrabadi, Tomaso A. Poggio:
Guest Editorial Applications Of Artificial Neural Networks To Image Processing. IEEE Trans. Image Process. 7(8): 1093-1096 (1998) - [j45]Guido M. Schuster, Aggelos K. Katsaggelos:
An optimal quadtree-based motion estimation and motion-compensated interpolation scheme for video compression. IEEE Trans. Image Process. 7(11): 1505-1523 (1998) - [j44]Kostas Haris, Serafim N. Efstratiadis, Nikolaos Maglaveras, Aggelos K. Katsaggelos:
Hybrid image segmentation using watersheds and fast region merging. IEEE Trans. Image Process. 7(12): 1684-1699 (1998) - [j43]Jay J. Williams, Janet C. Rutledge, Aggelos K. Katsaggelos, Dean C. Garstecki:
Frame Rate and Viseme Analysis for Multimedia Applications to Assist Speechreading. J. VLSI Signal Process. 20(1-2): 7-23 (1998) - [c65]Aggelos K. Katsaggelos, Faisal Ishtiaq, Lisimachos P. Kondi, M.-C. Hong, Mark R. Banham, James C. Brailean:
Error resilience and concealment in video coding. EUSIPCO 1998: 1-8 - [c64]Kaaren L. May, Tania Stathaki, Aggelos K. Katsaggelos:
Iterative blind image restoration using local constraints. EUSIPCO 1998: 1-4 - [c63]Gerry Melnikov, Aggelos K. Katsaggelos:
A non uniform segmentation optimal hybrid fractal/DCT image compression algorithm. ICASSP 1998: 2573-2576 - [c62]Vladimir Z. Mesarovic, Nikolas P. Galatsanos, Rafael Molina, Aggelos K. Katsaggelos:
Hierarchical Bayesian image restoration from partially-known blurs. ICASSP 1998: 2905-2908 - [c61]Kaaren L. May, Tania Stathaki, Aggelos K. Katsaggelos:
Blind image restoration using local bound constraints. ICASSP 1998: 2929-2932 - [c60]Gerry Melnikov, Guido M. Schuster, Aggelos K. Katsaggelos:
Simultaneous Optimal Boundary Encoding and Variable-Length Code Selection. ICIP (1) 1998: 256-260 - [c59]Javier Mateos, Carlos Ilia Herráiz Montalvo, Blas C. Ruiz Jiménez, Rafael Molina, Aggelos K. Katsaggelos:
Reduction of Blocking Artifacts in Block Transformed Compressed Color Images. ICIP (1) 1998: 401-405 - [c58]Chun-Jen Tsai, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Total Least Squares Estimation of Stereo Optical Flow. ICIP (2) 1998: 622-626 - [c57]Damon L. Tull, Aggelos K. Katsaggelos:
Regularized Restoration of Partial-Response Distortions in Sporadically Degraded Images. ICIP (3) 1998: 732-736 - [c56]Kaaren L. May, Tania Stathaki, Anthony G. Constantinides, Aggelos K. Katsaggelos:
Iterative Determination of Local Bound Constraints in Iterative Image Restoration. ICIP (2) 1998: 833-837 - [c55]Lisimachos P. Kondi, Faisal Ishtiaq, Aggelos K. Katsaggelos:
On Video SNR Scalability. ICIP (3) 1998: 934-938 - [c54]Chun-Jen Tsai, Aggelos K. Katsaggelos:
Dense Disparity Estimation via Global and Local Matching. NMBIA 1998: 289-294 - 1997
- [j42]Guido M. Schuster, Aggelos K. Katsaggelos:
A Theory for the Optimal Bit Allocation Between Displacement Vector Field and Displaced Frame Difference. IEEE J. Sel. Areas Commun. 15(9): 1739-1751 (1997) - [j41]Mark R. Banham, Aggelos K. Katsaggelos:
Digital image restoration. IEEE Signal Process. Mag. 14(2): 24-41 (1997) - [j40]Rama Chellappa, Tsuhan Chen, Aggelos K. Katsaggelos:
Audio-visual interaction in multimodal communication. IEEE Signal Process. Mag. 14(4): 37-38 (1997) - [j39]Moon Gi Kang, Aggelos K. Katsaggelos:
Simultaneous multichannel image restoration and estimation of the regularization parameters. IEEE Trans. Image Process. 6(5): 774-778 (1997) - [j38]Guido M. Schuster, Aggelos K. Katsaggelos:
A video compression scheme with optimal bit allocation among segmentation, motion, and residual error. IEEE Trans. Image Process. 6(11): 1487-1502 (1997) - [j37]Taner Özcelik, Aggelos K. Katsaggelos:
A Hybrid Object-Oriented Very Low Bit Rate Video Codec. J. VLSI Signal Process. 17(2-3): 137-161 (1997) - [c53]Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, Aurora Hermoso:
Restoration of Severely Blurred High Range Images Using Stochastic and Deterministic Relaxation Algorithms in Compound Gauss Markov Random Fields. EMMCVPR 1997: 117-132 - [c52]Rafael Molina, Aggelos K. Katsaggelos, Javier Abad, Javier Mateos:
A Bayesian approach to blind deconvolution based on Dirichlet distributions. ICASSP 1997: 2809-2812 - [c51]Guido M. Schuster, Aggelos K. Katsaggelos:
Optimal bit allocation among dependent quantizers for the minimum maximum distortion criterion. ICASSP 1997: 3105-3108 - [c50]Fabian W. Meier, Guido M. Schuster, Aggelos K. Katsaggelos:
An Efficient Boundary Encoding Scheme which is Optimal in the Rate-Distortion Sense. ICIP (2) 1997: 9-12 - [c49]Min-Cheol Hong, Tania Stathaki, Aggelos K. Katsaggelos:
A Mixed Norm Image Restoration. ICIP (1) 1997: 385-388 - [c48]Chun-Jen Tsai, Aggelos K. Katsaggelos, Peter Eisert, Bernd Girod:
Model-Based Synthetic View Generation from a Monocular Video Sequence. ICIP (1) 1997: 444-447 - [c47]Min-Cheol Hong, Moon Gi Kang, Aggelos K. Katsaggelos:
An Iterative Weighted Regularized Algorithm for improving the resolution of Video Sequences. ICIP (2) 1997: 474-477 - [c46]Jay J. Williams, Janet C. Rutledge, Dean C. Garstecki, Aggelos K. Katsaggelos:
Frame rate and viseme analysis for multimedia applications. MMSP 1997: 13-18 - 1996
- [j36]Mungi Choi, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Multichannel Regularized Iterative Restoration of Motion Compensated Image Sequences. J. Vis. Commun. Image Represent. 7(3): 244-258 (1996) - [j35]Mark R. Banham, Aggelos K. Katsaggelos:
Spatially adaptive wavelet-based multiscale image restoration. IEEE Trans. Image Process. 5(4): 619-634 (1996) - [c45]Guido M. Schuster, Aggelos K. Katsaggelos:
A very low bit-rate video codec with optimal trade-off among DVF, DFD and segmentation. EUSIPCO 1996: 1-4 - [c44]Brian C. Tom, Aggelos K. Katsaggelos:
Resolution enhancement of color video. EUSIPCO 1996: 1-4 - [c43]Guido M. Schuster, Aggelos K. Katsaggelos:
A video compression scheme with optimal bit allocation between displacement vector field and displaced frame difference. ICASSP 1996: 1966-1969 - [c42]Taner Özcelik, Aggelos K. Katsaggelos:
Detection and encoding of occluded areas in very low bit rate video coding. ICASSP 1996: 2068-2071 - [c41]Guido M. Schuster, Aggelos K. Katsaggelos:
An efficient boundary encoding scheme which is optimal in the rate-distortion sense. ICIP (2) 1996: 77-80 - [c40]Damon L. Tull, Aggelos K. Katsaggelos:
Regularized blur-assisted displacement field estimation. ICIP (3) 1996: 85-88 - [c39]Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, Javier Abad:
Restoration of severely blurred high range images using compound models. ICIP (2) 1996: 469-472 - [c38]Brian C. Tom, Aggelos K. Katsaggelos:
Resolution enhancement of video sequences using motion compensation. ICIP (1) 1996: 713-716 - [c37]James C. Brailean, Aggelos K. Katsaggelos:
Recursive map displacement field estimation and its applications. ICIP (1) 1996: 917-920 - 1995
- [j34]Wenwu Zhu, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Regularized Multichannel Restoration Using Cross-Validation. CVGIP Graph. Model. Image Process. 57(1): 38-54 (1995) - [j33]Aggelos K. Katsaggelos, Moon Gi Kang:
Spatially adaptive iterative algorithm for the restoration of astronomical images. Int. J. Imaging Syst. Technol. 6(4): 305-313 (1995) - [j32]Taner Özcelik, James C. Brailean, Aggelos K. Katsaggelos:
Image and video compression algorithms based on recovery techniques using mean field annealing. Proc. IEEE 83(2): 304-316 (1995) - [j31]James C. Brailean, Richard P. Kleihorst, Serafim N. Efstratiadis, Aggelos K. Katsaggelos, Reginald L. Lagendijk:
Noise reduction filters for dynamic image sequences: a review. Proc. IEEE 83(9): 1272-1292 (1995) - [j30]James C. Brailean, Aggelos K. Katsaggelos:
A recursive nonstationary MAP displacement vector field estimation algorithm. IEEE Trans. Image Process. 4(4): 416-429 (1995) - [j29]Moon Gi Kang, Aggelos K. Katsaggelos:
General choice of the regularization functional in regularized image restoration. IEEE Trans. Image Process. 4(5): 594-602 (1995) - [j28]Cheuk L. Chan, Aggelos K. Katsaggelos:
Iterative maximum likelihood displacement field estimation in quantum-limited image sequences. IEEE Trans. Image Process. 4(6): 743-751 (1995) - [j27]Michael E. Zervakis, Aggelos K. Katsaggelos, Taek Mu Kwon:
A class of robust entropic functionals for image restoration. IEEE Trans. Image Process. 4(6): 752-773 (1995) - [j26]Vladimir Z. Mesarovic, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Regularized constrained total least squares image restoration. IEEE Trans. Image Process. 4(8): 1096-1108 (1995) - [j25]James C. Brailean, Aggelos K. Katsaggelos:
Simultaneous recursive displacement estimation and restoration of noisy-blurred image sequences. IEEE Trans. Image Process. 4(9): 1236-1251 (1995) - [j24]Cheuk L. Chan, Aggelos K. Katsaggelos, Alan V. Sahakian:
Linear-quadratic noise-smoothing filters for quantum-limited images. IEEE Trans. Image Process. 4(9): 1328-1333 (1995) - [j23]Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Projection-based spatially adaptive reconstruction of block-transform compressed images. IEEE Trans. Image Process. 5(7): 896-908 (1995) - [c36]James C. Brailean, Aggelos K. Katsaggelos:
Noise robust spatial gradient estimation for use in displacement estimation. ICIP 1995: 211-214 - [c35]Damon L. Tull, Aggelos K. Katsaggelos:
Regularized motion estimation using robust entropic functionals. ICIP (3) 1995: 212-215 - [c34]Serafim N. Efstratiadis, Michael G. Strintzis, Aggelos K. Katsaggelos:
Motion field prediction and restoration for low bit-rate video coding. ICIP 1995: 213-216 - [c33]Brian C. Tom, Aggelos K. Katsaggelos:
Reconstruction of a high-resolution image by simultaneous registration, restoration, and interpolation of low-resolution images. ICIP 1995: 539-542 - 1994
- [j22]Mark R. Banham, James C. Brailean, Cheuk L. Chan, Aggelos K. Katsaggelos:
Low bit rate video coding using robust motion vector regeneration in the decoder. IEEE Trans. Image Process. 3(5): 652-665 (1994) - [j21]Mark R. Banham, Nikolas P. Galatsanos, Hector L. Gonzalez, Aggelos K. Katsaggelos:
Multichannel restoration of single channel images using a wavelet-based subband decomposition. IEEE Trans. Image Process. 3(6): 821-833 (1994) - [j20]Brian C. S. Tom, Serafim N. Efstratiadis, Aggelos K. Katsaggelos:
Motion estimation of skeletonized angiographic images using elastic registration. IEEE Trans. Medical Imaging 13(3): 450-460 (1994) - [c32]James C. Brailean, Taner Özcelik, Aggelos K. Katsaggelos:
Restoration of low bit rate compressed images using mean field annealing. ICASSP (5) 1994: 237-240 - [c31]Mark R. Banham, Aggelos K. Katsaggelos:
Multiscale Adaptive Image Restoration in the Wavelet Domain. ICIP (3) 1994: 187-191 - [c30]Brian C. Tom, Aggelos K. Katsaggelos, Nikolas P. Galatsanos:
Reconstruction of a High Resolution Image from Registration and Restoration of Low Resolution Images. ICIP (3) 1994: 553-557 - [c29]Moon Gi Kang, Aggelos K. Katsaggelos:
A General Formulation of the Weighted Smoothing Functional for Regularized Image Restoration. ICIP (2) 1994: 695-699 - 1993
- [j19]Cheuk L. Chan, Aggelos K. Katsaggelos, Alan V. Sahakian:
Recursive Locally Linear MMSE Motion-Compensated Image Sequence Filtering under Quantum-Limited Conditions. J. Vis. Commun. Image Represent. 4(4): 349-363 (1993) - [j18]Michael T. Orchard, Aggelos K. Katsaggelos:
Backward motion compensation for interlaced HDTV. Signal Process. Image Commun. 5(5-6): 487-501 (1993) - [j17]Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Regularized reconstruction to reduce blocking artifacts of block discrete cosine transform compressed images. IEEE Trans. Circuits Syst. Video Technol. 3(6): 421-432 (1993) - [j16]Serafim N. Efstratiadis, Aggelos K. Katsaggelos:
An adaptive regularized recursive displacement estimation algorithm. IEEE Trans. Image Process. 2(3): 341-352 (1993) - [j15]Aggelos K. Katsaggelos, Kuen-Tsair Lay, Nikolas P. Galatsanos:
A general framework for frequency domain multi-channel signal processing. IEEE Trans. Image Process. 2(3): 417-420 (1993) - [j14]Cheuk L. Chan, Aggelos K. Katsaggelos, Alan V. Sahakian:
Image sequence filtering in quantum-limited noise with applications to low-dose fluoroscopy. IEEE Trans. Medical Imaging 12(3): 610-621 (1993) - [c28]James C. Brailean, Aggelos K. Katsaggelos:
Recursive displacement estimation and restoration of noisy-blurred image sequences. ICASSP (5) 1993: 273-276 - [c27]Mark R. Banham, Hector L. Gonzalez, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Multichannel restoration of single channel images using a wavelet decomposition. ICASSP (5) 1993: 281-284 - [c26]Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Iterative projection algorithms for removing the blocking artifacts of block-DCT compressed images. ICASSP (5) 1993: 405-408 - [c25]James C. Brailean, Aggelos K. Katsaggelos:
Recursive MAP displacement estimation and restoration of noisy-blurred image sequences. VCIP 1993 - [c24]Cheuk L. Chan, James C. Brailean, Aggelos K. Katsaggelos, Alan V. Sahakian:
Maximum a posteriori displacement field estimation in quantum-limited image sequences. VCIP 1993 - [c23]Mungi Choi, Ozan E. Erdogan, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Multichannel regularized iterative restoration of image sequences. VCIP 1993 - [c22]Moon Gi Kang, Aggelos K. Katsaggelos:
Regularized iterative image restoration based on an iteratively updated convex smoothing functional. VCIP 1993 - [c21]Taner Özcelik, Aggelos K. Katsaggelos:
Robust motion vector prediction algorithms with application to very low bit rate image sequence coding. VCIP 1993 - [c20]Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Regularized reconstruction to remove blocking artifacts from block discrete cosine transform compressed images. VCIP 1993 - 1992
- [j13]Aggelos K. Katsaggelos, Srikanta P. R. Kumar, Majid Sarrafzadeh:
Vlsi Architectures for Iterative Image Restoration. J. Circuits Syst. Comput. 2(3): 265-280 (1992) - [j12]Aggelos K. Katsaggelos, Richard J. Mammone:
Image restoration and reconstruction Guest Editors' comments. J. Vis. Commun. Image Represent. 3(4): 305-306 (1992) - [j11]Aggelos K. Katsaggelos, Moon Gi Kang:
Iterative evaluation of the regularization parameter in regularized image restoration. J. Vis. Commun. Image Represent. 3(4): 446-455 (1992) - [j10]Joon Ki Paik, James C. Brailean, Aggelos K. Katsaggelos:
An edge detection algorithm using multi-state adalines. Pattern Recognit. 25(12): 1495-1504 (1992) - [j9]Serafim N. Efstratiadis, Aggelos K. Katsaggelos:
Nonstationary AR modeling and constrained recursive estimation of the displacement field. IEEE Trans. Circuits Syst. Video Technol. 2(4): 334-346 (1992) - [j8]Joon Ki Paik, Aggelos K. Katsaggelos:
Image restoration using a modified Hopfield network. IEEE Trans. Image Process. 1(1): 49-63 (1992) - [j7]Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation. IEEE Trans. Image Process. 1(3): 322-336 (1992) - [j6]Moon Gi Kang, Aggelos K. Katsaggelos:
Simultaneous iterative image restoration and evaluation of the regularization parameter. IEEE Trans. Signal Process. 40(9): 2329-2334 (1992) - [c19]Serafim N. Efstratiadis, Aggelos K. Katsaggelos:
Adaptive multiple-input constrained pel-recursive displacement estimation. ICASSP 1992: 245-248 - 1991
- [j5]Aggelos K. Katsaggelos, Kuen-Tsair Lay:
Maximum likelihood blur identification and image restoration using the EM algorithm. IEEE Trans. Signal Process. 39(3): 729-733 (1991) - [j4]Aggelos K. Katsaggelos, Jan Biemond, Ronald W. Schafer, Russell M. Mersereau:
A regularized iterative image restoration algorithm. IEEE Trans. Signal Process. 39(4): 914-929 (1991) - [j3]Nikolas P. Galatsanos, Aggelos K. Katsaggelos, Roland T. Chin, Allen D. Hillery:
Least squares restoration of multichannel images. IEEE Trans. Signal Process. 39(10): 2222-2236 (1991) - [c18]Nikolas P. Galatsanos, Aggelos K. Katsaggelos, Roland T. Chin, Allen D. Hillery:
Two methods for least squares multi-channel image restoration. ICASSP 1991: 2509-2512 - [c17]Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Cross-validation and other criteria for estimating the regularizing parameter. ICASSP 1991: 3021-3024 - 1990
- [j2]Aggelos K. Katsaggelos:
A multiple input image restoration approach. J. Vis. Commun. Image Represent. 1(1): 93-103 (1990) - [j1]Aggelos K. Katsaggelos, Serafim N. Efstratiadis:
A class of iterative signal restoration algorithms. IEEE Trans. Acoust. Speech Signal Process. 38(5): 778-786 (1990) - [c16]Joon Ki Paik, Aggelos K. Katsaggelos:
Image restoration using the Hopfield network with nonzero autoconnection. ICASSP 1990: 1909-1912 - [c15]Serafim N. Efstratiadis, Aggelos K. Katsaggelos:
A model-based pel-recursive motion estimation algorithm. ICASSP 1990: 1973-1976 - [c14]Joon Ki Paik, Aggelos K. Katsaggelos:
Edge detection using a neural network. ICASSP 1990: 2145-2148 - [c13]Serafim N. Efstratiadis, Aggelos K. Katsaggelos:
Distributed detection methods for displacement estimation. VCIP 1990 - [c12]Aggelos K. Katsaggelos:
Multiple input adaptive image restoration algorithms. VCIP 1990 - [c11]Aggelos K. Katsaggelos, Tomas E. DeRoux, Michel E. Marhic:
Optical methods for iterative image restoration. VCIP 1990
1980 – 1989
- 1989
- [c10]Aggelos K. Katsaggelos, Srikanta P. R. Kumar, Majid Sarrafzadeh:
Parallel processing architectures for iterative image restoration. ICASSP 1989: 2544-2547 - 1988
- [c9]Reginald L. Lagendijk, Aggelos K. Katsaggelos, Jan Biemond:
Iterative identification and restoration of images. ICASSP 1988: 992-995 - [c8]Aggelos K. Katsaggelos, Joon Ki Paik:
Iterative color image restoration algorithms. ICASSP 1988: 1028-1031 - [c7]Aggelos K. Katsaggelos, Barry J. Sullivan:
Regularized edge detection. ICASSP 1988: 1048-1051 - [c6]Aggelos K. Katsaggelos, Serafim N. Efstratiadis:
A unified approach to iterative signal restoration. ICASSP 1988: 1774-1777 - 1987
- [c5]Aggelos K. Katsaggelos:
Multiple input adaptive iterative image restoration algorithms. ICASSP 1987: 1179-1182 - 1985
- [c4]Aggelos K. Katsaggelos, Jan Biemond, Russell M. Mersereau, Ronald W. Schafer:
Nonstationary iterative image restoration. ICASSP 1985: 696-699 - [c3]Aggelos K. Katsaggelos, Jan Biemond, Russell M. Mersereau, Ronald W. Schafer:
A general formulation of constrained iterative restoration algorithms. ICASSP 1985: 700-703 - 1984
- [c2]Aggelos K. Katsaggelos, Jan Biemond, Russell M. Mersereau, Ronald W. Schafer:
An iterative method for restoring noisy blurred images. ICASSP 1984: 76-79 - 1983
- [c1]Aggelos K. Katsaggelos, Ronald W. Schafer:
Iterative deconvolution using several different distorted versions of an unknown signal. ICASSP 1983: 659-662
Coauthor Index
Henry Chopp
aka: Henry H. Chopp
aka: Henry H. Chopp
[j240] [c401] [c396] [i48] [i42] [j229] [j226] [c387] [c386] [i41] [i37] [i34] [i33] [c382] [c381] [c380] [c379] [c378] [c377] [i31] [i29] [i28] [j211] [c375] [c374] [i24] [i22] [i21] [j210] [c369] [c363] [c362] [c360] [i20] [c353] [c352] [c346] [c345] [i12] [i10] [j195] [c340] [c335] [c333] [i6] [j189] [c327] [c325] [c318] [i1] [c316] [c315] [c310]
Scott Coughlin
aka: Scotty Coughlin
aka: Scotty Coughlin
Nikolas P. Galatsanos
aka: Nikolaos Galatsanos
aka: Nikolaos Galatsanos
[c406] [j238] [c397] [j234] [j217] [j215] [j213] [j209] [c367] [j204] [c347] [c343] [c338] [c331] [c321] [j185] [j182] [j177] [j175] [c301] [j168] [c298] [c296] [p3] [c281] [j148] [j143] [c270] [c266] [c257] [c255] [c253] [j136] [c230] [c204] [b2] [c200] [j103] [c186] [c178] [c165] [j91] [j83] [j74] [c137] [c136] [c125] [j71] [c114] [c102] [c97] [c95] [j62] [j57] [c87] [c86] [c84] [c83] [c79] [j53] [c59] [c53] [c52] [c39]
[j253] [j251] [j250] [j248] [j245] [j243] [c406] [i61] [i60] [i59] [i53] [j239] [j238] [j236] [c403] [c398] [c397] [c393] [i45] [j234] [j233] [j230] [j222] [j221] [c376] [j217] [j216] [j215] [j213] [c373] [c372] [c371] [j209] [j207] [j206] [j205] [c368] [c367] [c366] [c365] [c364] [c357] [c356] [i19] [i17] [i16] [j204] [j201] [j200] [c351] [c350] [c347] [c343] [i13] [j198] [j193] [j192] [c338] [c334] [c332] [c331] [j191] [j187] [c329] [c328] [c323] [c321] [c317] [i4] [j185] [j184] [j182] [j181] [c314] [c313] [c312] [c309] [j180] [j179] [j177] [j176] [j175] [j173] [j172] [c306] [c304] [c303] [c302] [c301] [j170] [j168] [j167] [j163] [j161] [c299] [c298] [c297] [c296] [c293] [p3] [j160] [j154] [j150] [c283] [c281] [c280] [c279] [c274] [j148] [j147] [j144] [j143] [c271] [c270] [c268] [c266] [c263] [c261] [c257] [c256] [c255] [j140] [j139] [j137] [c254] [c253] [c251] [c250] [c249] [c247] [c243] [c237] [j136] [j135] [j130] [c234] [c233] [c232] [c231] [c230] [c229] [c225] [c223] [j119] [c220] [c216] [c213] [c204] [c203] [b2] [j113] [c200] [c198] [c193] [c192] [c188] [j111] [j103] [c186] [c182] [c178] [c170] [c169] [c165] [j92] [j91] [j83] [c161] [c147] [j79] [j74] [j73] [c140] [c138] [c137] [c136] [c135] [c125] [c118] [j71] [c114] [c112] [c102] [c97] [c95] [j62] [j57] [j56] [c87] [c86] [c84] [c83] [c79] [j53] [c76] [c69] [c62] [c59] [c53] [c52] [c39]
Pablo Morales-Alvarez
aka: Pablo Morales-Álvarez
aka: Pablo Morales-Álvarez
Thrasyvoulos N. Pappas
aka: Thrasos N. Pappas
aka: Thrasos N. Pappas
Pablo Ruiz 0002
aka: Pablo Ruiz Matarán
aka: Pablo Ruiz Matarán
Santiago Lopez Tapia
aka: Santiago López-Tapia
aka: Santiago López-Tapia
[c406] [j234] [j222] [j217] [j215] [j213] [c372] [c371] [c367] [j204] [c347] [c343] [j198] [j191] [c329] [c321] [c312] [c309] [j180] [c303] [j170] [c297] [c293] [c279] [j148] [j143] [c266] [c263] [c251] [c243] [j136] [c234] [c231] [c204] [c200] [c192] [j111] [c186] [c178] [c170] [j74] [j73] [c137] [c135] [c125] [c102]
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