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2020 – today
- 2024
[j83]Jonathan K. Foster
, Matthew Korban, Peter A. Youngs, Ginger S. Watson, Scott T. Acton:
Automatic classification of activities in classroom videos. Comput. Educ. Artif. Intell. 6: 100207 (2024)- [j82]Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton:
DeepSeeded: Volumetric segmentation of dense cell populations with a cascade of deep neural networks in bacterial biofilm applications. Expert Syst. Appl. 238(Part E): 122094 (2024) - [j81]Matthew Korban, Peter A. Youngs, Scott T. Acton:
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection. IEEE Trans. Pattern Anal. Mach. Intell. 46(9): 6055-6069 (2024) - [c132]Soumee Guha, Lisa S. Berlizova, Blair E. Stilley, Scott T. Acton:
Synthesizing Unpaired Images of Bacterial Biofilms with Auxiliary Diffusion Models. ISBI 2024: 1-5 - [c131]Matthew Korban, Scott T. Acton, Peter A. Youngs, Jonathan K. Foster:
Instructional Activity Recognition Using A Transformer Network with Multi-Semantic Attention. SSIAI 2024: 113-116 - [i6]Matthew Korban, Peter A. Youngs, Scott T. Acton:
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection. CoRR abs/2405.08204 (2024) - [i5]Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton:
Deep Temporal Sequence Classification and Mathematical Modeling for Cell Tracking in Dense 3D Microscopy Videos of Bacterial Biofilms. CoRR abs/2406.19574 (2024) - 2023
- [j80]Matthew Korban, Peter A. Youngs, Scott T. Acton:
TAA-GCN: A temporally aware Adaptive Graph Convolutional Network for age estimation. Pattern Recognit. 134: 109066 (2023) - [j79]Matthew Korban, Peter A. Youngs, Scott T. Acton:
A Multi-Modal Transformer network for action detection. Pattern Recognit. 142: 109713 (2023) - [j78]Marios S. Pattichis, Scott T. Acton, Constantinos S. Pattichis, Andreas S. Panayides:
Guest Editorial Large-Scale Medical Image and Video Analytics for Clinical Decision Support. IEEE J. Biomed. Health Informatics 27(1): 4-6 (2023) - [j77]Tamal Batabyal, Daniel S. Weller, Jaideep Kapur, Scott T. Acton:
Efficient Learning of Transform-Domain LMS Filter Using Graph Laplacian. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7608-7620 (2023) - [c130]Samarth Singh, Scott T. Acton, Shayan Moosa, Natasha D. Sheybani:
An Adaptive and Interpretable Framework for Biomedical Image Analysis. ACSSC 2023: 1156-1160 - [c129]Soumee Guha, Olivia de Cuba, Andreas Gahlmann, Scott T. Acton:
Diffusionnet: An Efficient Framework to Classify Single-Molecule Images with Latent Entropy Minimization. ICASSP 2023: 1-5 - [c128]Matthew Korban, Peter A. Youngs, Scott T. Acton:
Instructional Activity Detection Using Deep Neural Networks. DSP 2023: 1-4 - [i4]Matthew Korban, Peter A. Youngs, Scott T. Acton:
TAA-GCN: A Temporally Aware Adaptive Graph Convolutional Network for Age Estimation. CoRR abs/2305.08779 (2023) - [i3]Matthew Korban, Scott T. Acton, Peter A. Youngs:
A Multi-Modal Transformer Network for Action Detection. CoRR abs/2305.19624 (2023) - 2022
- [j76]Nasrin Sadeghzadehyazdi, Tamal Batabyal, Alexander Glandon, Nibir K. Dhar, Babajide O. Familoni, Khan Iftekharuddin, Scott T. Acton:
Using Skeleton Correction to Improve Flash Lidar-based Gait Recognition. Appl. Artif. Intell. 36(1) (2022) - [j75]Jie Wang, Nazia Tabassum, Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton:
3D GAN image synthesis and dataset quality assessment for bacterial biofilm. Bioinform. 38(19): 4598-4604 (2022) - [j74]Haoyi Ma, Scott T. Acton, Zongli Lin:
CAT: Centerness-Aware Anchor-Free Tracker. Sensors 22(1): 354 (2022) - [c127]Tanjin Taher Toma, Yuexuan Wu, Jie Wang, Anuj Srivastava, Andreas Gahlmann, Scott T. Acton:
Realistic-Shape Bacterial Biofilm Simulator for Deep Learning-Based 3D Single-Cell Segmentation. ISBI 2022: 1-5 - 2021
- [j73]Nasrin Sadeghzadehyazdi, Tamal Batabyal, Scott T. Acton:
Modeling spatiotemporal patterns of gait anomaly with a CNN-LSTM deep neural network. Expert Syst. Appl. 185: 115582 (2021) - [j72]Jie Wang, Mingxing Zhang, Ji Zhang, Yibo Wang, Andreas Gahlmann, Scott T. Acton:
Graph-Theoretic Post-Processing of Segmentation With Application to Dense Biofilms. IEEE Trans. Image Process. 30: 8580-8594 (2021) - [c126]Matthew Korban, Samarth Singh, Peter A. Youngs, Ginger S. Watson, Scott T. Acton:
AI-Assisted Activity Detection in K-6 Classroom Environments: A Preliminary Framework to Assist in Pedagogical Performance Evaluation. ACSCC 2021: 1136-1140 - 2020
- [j71]Aniruddha Dutta, Tamal Batabyal, Meheli Basu, Scott T. Acton:
An efficient convolutional neural network for coronary heart disease prediction. Expert Syst. Appl. 159: 113408 (2020) - [j70]Vishal Monga, Scott T. Acton, Abd-Krim Seghouane, Arrate Muñoz-Barrutia, Jong Chul Ye:
Editorial: Introduction to the Issue on Domain Enriched Learning for Medical Imaging. IEEE J. Sel. Top. Signal Process. 14(6): 1068-1071 (2020) - [j69]Tamal Batabyal, Barry G. Condron, Scott T. Acton:
NeuroPath2Path: Classification and elastic morphing between neuronal arbors using path-wise similarity. Neuroinformatics 18(3): 479-508 (2020) - [j68]Haoyi Ma, Zongli Lin, Scott T. Acton:
FAST: Fast and Accurate Scale Estimation for Tracking. IEEE Signal Process. Lett. 27: 161-165 (2020) - [j67]Haoyi Ma, Scott T. Acton, Zongli Lin:
SITUP: Scale Invariant Tracking Using Average Peak-to-Correlation Energy. IEEE Trans. Image Process. 29: 3546-3557 (2020) - [c125]Nazia Tabassum, Michael Ferguson, Jasmin Herz, Scott T. Acton:
Complexity Analysis and u-net Based Segmentation of Meningeal Lymphatic Vessels. ACSSC 2020: 210-214 - [c124]Tiffany T. Ly, Tamal Batabyal, Jeremy Thompson, Tajie H. Harris, Daniel S. Weller, Scott T. Acton:
Hieroglyph: Hierarchical Glia Graph Skeletonization and Matching. ACSSC 2020: 251-255 - [c123]Haoyi Ma, Scott T. Acton, Zongli Lin:
TARA: Tracking with Aspect Ratio Adaptability. ACSSC 2020: 847-851 - [c122]Samarth Singh, Ginger S. Watson, Peter A. Youngs, Scott T. Acton:
A Neural Network Approach to Automated Classification of Elementary Mathematics Instructional Activities. SSIAI 2020: 130
2010 – 2019
- 2019
- [j66]Haris Jeelani, Haoyi Liang, Scott T. Acton, Daniel S. Weller:
Content-Aware Enhancement of Images With Filamentous Structures. IEEE Trans. Image Process. 28(7): 3451-3461 (2019) - [j65]Angshuman Paul, Dipti Prasad Mukherjee, Scott T. Acton:
Speckle Removal Using Diffusion Potential for Optical Coherence Tomography Images. IEEE J. Biomed. Health Informatics 23(1): 264-272 (2019) - [c121]M. Filip Sluzewski, Petr Tvrdik, Scott T. Acton:
Segmentation of Cortical Spreading Depression Wavefronts Through Local Similarity Metric. ICIP 2019: 1485-1489 - [c120]Jie Wang, Tamal Batabyal, Mingxing Zhang, Ji Zhang, Arslan Aziz, Andreas Gahlmann, Scott T. Acton:
Lcuts: Linear Clustering of Bacteria Using Recursive Graph Cuts. ICIP 2019: 1575-1579 - [c119]Nasrin Sadeghzadehyazdi, Tamal Batabyal, Alexander Glandon, Nibir K. Dhar, B. O. Familoni, Khan M. Iftekharuddin, Scott T. Acton:
Glidar3DJ: a View-Invariant Gait Identification via Flash Lidar Data Correction. ICIP 2019: 2606-2610 - [c118]Angshuman Paul, Dipti Prasad Mukherjee, Scott T. Acton:
Shape Based Speckle Removal for Ultrasound Image Segmentation. ICIP 2019: 3586-3590 - [c117]Alexander Glandon, Lasitha Vidyaratne, Nasrin Sadeghzadehyazdi, Nibir K. Dhar, Jide O. Familoni, Scott T. Acton, Khan M. Iftekharuddin:
3D Skeleton Estimation and Human Identity Recognition Using Lidar Full Motion Video. IJCNN 2019: 1-8 - [i2]Nasrin Sadeghzadehyazdi, Tamal Batabyal, Nibir K. Dhar, B. O. Familoni, Khan M. Iftekharuddin, Scott T. Acton:
GlidarCo: gait recognition by 3D skeleton estimation and biometric feature correction of flash lidar data. CoRR abs/1905.07058 (2019) - [i1]Aniruddha Dutta, Tamal Batabyal, Meheli Basu, Scott T. Acton:
An Efficient Convolutional Neural Network for Coronary Heart Disease Prediction. CoRR abs/1909.00489 (2019) - 2018
- [j64]Nazia Tabassum, Andrea Vaccari, Scott T. Acton:
Speckle removal and change preservation by distance-driven anisotropic diffusion of synthetic aperture radar temporal stacks. Digit. Signal Process. 74: 43-55 (2018) - [j63]Scott T. Acton:
Farewell Editorial. IEEE Trans. Image Process. 27(1): 8-9 (2018) - [j62]Rituparna Sarkar, Scott T. Acton:
SDL: Saliency-Based Dictionary Learning Framework for Image Similarity. IEEE Trans. Image Process. 27(2): 749-763 (2018) - [c116]Tiffany Ly, Jeremy Thompson, Tajie H. Harris, Scott T. Acton:
The Coupled Tuff-Bff Algorithm for Automatic 3D Segmentation of Microglia. ICIP 2018: 121-125 - [c115]Tamal Batabyal, Scott T. Acton:
Elastic Path2Path: Automated Morphological Classification of Neurons by Elastic Path Matching. ICIP 2018: 166-170 - [c114]Jie Wang, Zhongxiao Fu, Nasrin Sadeghzadehyazdi, Jonathan Kipnis, Scott T. Acton:
Nonlinear Shape Regression for Filtering Segmentation Results from Calcium Imaging. ICIP 2018: 738-742 - [c113]Haoyi Ma, Rebecca Beiter, Alban Gaultier, Scott T. Acton, Zongli Lin:
OSLO: Automatic Cell Counting and Segmentation for Oligodendrocyte Progenitor Cells. ICIP 2018: 2431-2435 - [c112]Tamal Batabyal, Andrea Vaccari, Scott T. Acton:
NeuroBFD: Size-independent automated classification of neurons using conditional distributions of morphological features. ISBI 2018: 912-915 - 2017
- [c111]Tiffany Ly, Rituparna Sarkar, Kevin Skadron, Scott T. Acton:
Classifying images in a histopathological dataset using the cumulative distribution transform on an automata architecture. GlobalSIP 2017: 730-734 - [c110]Jie Wang, Rituparna Sarkar, Arslan Aziz, Andrea Vaccari, Andreas Gahlmann, Scott T. Acton:
Bact-3D: A level set segmentation approach for dense multi-layered 3D bacterial biofilms. ICIP 2017: 330-334 - [c109]Tamal Batabyal, Rituparna Sarkar, Scott T. Acton:
GraDED: A graph-based parametric dictionary learning algorithm for event detection. ICIP 2017: 1797-1801 - [c108]Haoyi Liang, Scott T. Acton, Daniel S. Weller:
Content-aware neuron image enhancement. ICIP 2017: 3510-3514 - [c107]Shrimanti Ghosh, Pierre Boulanger, Scott T. Acton, Silvia S. Blemker, Nilanjan Ray:
Automated 3D muscle segmentation from MRI data using convolutional neural network. ICIP 2017: 4437-4441 - [c106]Tamal Batabyal, Scott T. Acton:
NeuroSoL: Automated classification of neurons using the sorted Laplacian of a graph. ISBI 2017: 397-400 - 2016
- [j61]Charles Kervrann, Scott T. Acton, Jean-Christophe Olivo-Marin, Carlos Oscar Sánchez Sorzano, Michael Unser:
Introduction to the Issue on Advanced Signal Processing in Microscopy and Cell Imaging. IEEE J. Sel. Top. Signal Process. 10(1): 3-5 (2016) - [j60]Charles Kervrann, Carlos Oscar Sánchez Sorzano, Scott T. Acton, Jean-Christophe Olivo-Marin, Michael Unser:
A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy. IEEE J. Sel. Top. Signal Process. 10(1): 6-30 (2016) - [j59]Qian Sang, Zongli Lin, Scott T. Acton:
Learning automata for image segmentation. Pattern Recognit. Lett. 74: 46-52 (2016) - [j58]Nilanjan Ray, Sara McArdle, Klaus Ley, Scott T. Acton:
MISTICA: Minimum Spanning Tree-Based Coarse Image Alignment for Microscopy Image Sequences. IEEE J. Biomed. Health Informatics 20(6): 1575-1584 (2016) - [c105]Tiffany Ly, Rituparna Sarkar, Kevin Skadron, Scott T. Acton:
Feature extraction and image retrieval on an automata structure. ACSSC 2016: 566-570 - [c104]Nasrin Sadeghzadehyazdi, Tamal Batabyal, Laura E. Barnes, Scott T. Acton:
Graph-based classification of healthcare provider activity. ACSSC 2016: 1268-1272 - [c103]Rituparna Sarkar, Scott T. Acton:
Slide: Saliency guided image dictionary and image similarity evaluation. ICIP 2016: 216-220 - [c102]Tamal Batabyal, Scott T. Acton, Andrea Vaccari:
UGrAD: A graph-theoretic framework for classification of activity with complementary graph boundary detection. ICIP 2016: 1339-1343 - [c101]Yongjian Yu, Jue Wang, Scott T. Acton:
X-ray collimator shutter detection by active-rods. ICIP 2016: 2350-2354 - [c100]Yongjian Yu, Jue Wang, Scott T. Acton:
Automatic detection of direct radiation for digital fluoroscopy optimization. ICIP 2016: 3379-3383 - [c99]Rituparna Sarkar, Andrea Vaccari, Scott T. Acton:
SSPARED: Saliency and sparse code analysis for rare event detection in video. IVMSP 2016: 1-5 - [c98]Tamal Batabyal, Andrea Vaccari, Scott T. Acton:
LaWeCo: Active region detection in non-uniformly sampled data using Laplacian-weighted covariance. SSIAI 2016: 129-132 - 2015
- [j57]Saurav Basu, Joshua Poulin, Scott T. Acton:
Manifolds for pose tracking from monocular video. J. Electronic Imaging 24(2): 023014 (2015) - [j56]Qian Sang, Zongli Lin, Scott T. Acton:
A grid-based tracker for erratic targets. Pattern Recognit. 48(11): 3527-3541 (2015) - [j55]Suvadip Mukherjee, Scott T. Acton:
Region Based Segmentation in Presence of Intensity Inhomogeneity Using Legendre Polynomials. IEEE Signal Process. Lett. 22(3): 298-302 (2015) - [j54]Rituparna Sarkar, Suvadip Mukherjee, Scott T. Acton:
Dictionary Learning Level Set. IEEE Signal Process. Lett. 22(11): 2034-2038 (2015) - [j53]Suvadip Mukherjee, Barry G. Condron, Scott T. Acton:
Tubularity Flow Field - A Technique for Automatic Neuron Segmentation. IEEE Trans. Image Process. 24(1): 374-389 (2015) - [c97]Caroline Crockett, Elizabeth Orrico, Sara McArdle, Klaus Ley, Scott T. Acton:
Momentum measure for quantifying dendritic cell movement. ACSSC 2015: 935-939 - [c96]Nazia Tabassum, Andrea Vaccari, Scott T. Acton:
Speckle removal by distance-driven anisotropic diffusion of SAR temporal stacks. ACSSC 2015: 1584-1588 - [c95]Tamal Batabyal, Andrea Vaccari, Scott T. Acton:
UGraSP: A unified framework for activity recognition and person identification using graph signal processing. ICIP 2015: 3270-3274 - [c94]Suvadip Mukherjee, Scott T. Acton:
Oriented filters for vessel contrast enhancement with local directional evidence. ISBI 2015: 503-506 - 2014
- [c93]Rituparna Sarkar, Sedat Ozer, Kevin Skadron, Scott T. Acton:
Image classification by multi-kernel dictionary learning. ACSSC 2014: 73-77 - [c92]Nilanjan Ray, Satarupa Mukherjee, Krishna Kanth Nakka, Scott T. Acton, Silvia S. Blanker:
3D-to-2D mapping for user interactive segmentation of human leg muscles from MRI data. GlobalSIP 2014: 50-54 - [c91]Dipti Prasad Mukherjee, Scott T. Acton:
Segmentation of ultrasound images for phlebotomy applications. ICASSP 2014: 5135-5139 - [c90]Sara McArdle, Scott T. Acton, Klaus Ley, Nilanjan Ray:
Registering sequences of in vivo microscopy images for cell tracking using dynamic programming and minimum spanning trees. ICIP 2014: 3547-3551 - [c89]Rituparna Sarkar, Kevin Skadron, Scott T. Acton:
A meta-algorithm for classification by feature nomination. ICIP 2014: 5187-5191 - [c88]Satarupa Mukherjee, Nilanjan Ray, Scott T. Acton:
Counting cells from microscopy videos without tracking individual cells. ISBI 2014: 465-468 - [c87]Suvadip Mukherjee, Rituparna Sarkar, Joshua Vandenbrink, Scott T. Acton, Benjamin Blackman:
Tracking sunflower circumnutation using affine parametric active contours. SSIAI 2014: 93-96 - [c86]Micah Consylman, Suvadip Mukherjee, Dipti Prasad Mukherjee, Barry G. Condron, Scott T. Acton:
Social behavior analysis of Drosophila larvae via motion activity recognition. SSIAI 2014: 161-164 - 2013
- [j52]Saurav Basu, Barry G. Condron, Alla Aksel, Scott T. Acton:
Segmentation and Tracing of Single Neurons from 3D Confocal Microscope Images. IEEE J. Biomed. Health Informatics 17(2): 319-335 (2013) - [c85]Rituparna Sarkar, Suvadip Mukherjee, Scott T. Acton:
Shape descriptors based on compressed sensing with application to neuron matching. ACSSC 2013: 970-974 - [c84]Suvadip Mukherjee, Barry G. Condron, Scott T. Acton:
Neuron segmentation with level sets. ACSSC 2013: 1078-1082 - [c83]Scott T. Acton:
Speckle reducing diffusion for ultrasound image enhancement using the structural similarity image measure. CAMSAP 2013: 153-156 - [c82]Qian Sang, Zongli Lin, Scott T. Acton:
An enhanced grid-based Bayesian array for target tracking. Computational Imaging 2013: 86570J - [c81]Suvadip Mukherjee, Barry G. Condron, Scott T. Acton:
Chasing the neurome: Segmentation and comparison of neurons. EUSIPCO 2013: 1-4 - [c80]Suvadip Mukherjee, Scott T. Acton:
Vector field convolution medialness applied to neuron tracing. ICIP 2013: 665-669 - [c79]Suvadip Mukherjee, Saurav Basu, Barry G. Condron, Scott T. Acton:
Tree2Tree2: Neuron tracing in 3D. ISBI 2013: 448-451 - 2012
- [j51]Xinmin Liu, Zongli Lin, Scott T. Acton:
A grid-based Bayesian approach to robust visual tracking. Digit. Signal Process. 22(1): 54-65 (2012) - [c78]Scott T. Acton:
Session MP7b: Biological modeling and signal analysis (partially invited). ACSCC 2012: 626-628 - [c77]Emmanuel O. Denloye-Ito, Scott T. Acton:
Phase congruency eigendecomposition for multi-scale neuronal enhancement. ACSCC 2012: 638-642 - [c76]Scott T. Acton:
Session TP6b: Biological image analysis. ACSCC 2012: 1581-1582 - [c75]Andrea Vaccari, K. K. Gamage, S. Nachum, Barry G. Condron, C. D. Deppmann, Scott Thomas Acton:
Assessment of Wallerian degeneration by automated image analysis. ACSCC 2012: 1583-1587 - [c74]Scott T. Acton, Alla Aksel:
An information theoretic trackability measure. Computational Imaging 2012: 82960W - [c73]Scott T. Acton:
Trackability. ICIP 2012: 425-428 - [c72]Clare Yang, Scott T. Acton:
External forces for active contours via multi-scale vector field convolution. ICIP 2012: 2569-2572 - [c71]Nilanjan Ray, Scott T. Acton, Hong Zhang:
Seeing through clutter: Snake computation with dynamic programming for particle segmentation. ICPR 2012: 801-804 - [c70]Suvadip Mukherjee, Saurav Basu, Barry G. Condron, Scott T. Acton:
A geometric-statistical approach toward neuron matching. ISBI 2012: 772-775 - [c69]Michael Stuecheli, Andrea Vaccari, Scott T. Acton:
Graph cut segmentation of sparsely sampled images with application to InSAR-measured changes in elevation. SSIAI 2012: 149-152 - 2011
- [j50]Peter C. Tay, Scott T. Acton, John A. Hossack:
A wavelet thresholding method to reduce ultrasound artifacts. Comput. Medical Imaging Graph. 35(1): 42-50 (2011) - [c68]Saurav Basu, Barry G. Condron, Scott T. Acton:
Path2Path: Hierarchical path-based analysis for neuron matching. ISBI 2011: 996-999 - 2010
- [j49]Peter C. Tay, Joseph P. Havlicek, Scott T. Acton, John A. Hossack:
Properties of the magnitude terms of orthogonal scaling functions. Digit. Signal Process. 20(5): 1330-1340 (2010) - [j48]Peter C. Tay, Christopher D. Garson, Scott T. Acton, John A. Hossack:
Ultrasound Despeckling for Contrast Enhancement. IEEE Trans. Image Process. 19(7): 1847-1860 (2010) - [c67]Saurav Basu, Joshua Poulin, Scott T. Acton:
Human pose tracking from monocular video by traversing an image motion mapped body pose manifold. Computational Imaging 2010: 753303 - [c66]Saurav Basu, Scott T. Acton:
Symmetry constrained shape evolution in shape manifolds for shape based retrieval. ICIP 2010: 4273-4276 - [c65]Saurav Basu, Alla Aksel, Barry G. Condron, Scott T. Acton:
Tree2Tree: neuron segmentation for generation of neuronal morphology. ISBI 2010: 548-551 - [c64]Matthew A. Goodrum, Michael J. Trotter, Alla Aksel, Scott T. Acton, Kevin Skadron:
Parallelization of Particle Filter Algorithms. ISCA Workshops 2010: 139-149
2000 – 2009
- 2009
- [b2]Scott T. Acton, Nilanjan Ray:
Biomedical Image Analysis: Segmentation. Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers 2009, ISBN 978-3-031-01117-7 - [j47]Andrew D. Gilliam, Frederick H. Epstein, Scott T. Acton:
Cardiac Motion Recovery via Active Trajectory Field Models. IEEE Trans. Inf. Technol. Biomed. 13(2): 226-235 (2009) - [j46]Peter C. Tay, Bing Li, Christopher D. Garson, Scott T. Acton, John A. Hossack:
Left Ventricle Segmentation Using Model Fitting and Active Surfaces. J. Signal Process. Syst. 55(1-3): 139-156 (2009) - [c63]Saurav Basu, Scott T. Acton:
Object segmentation by traversing a pose-shape manifold. ICIP 2009: 1093-1096 - [c62]Michael Boyer, David Tarjan, Scott T. Acton, Kevin Skadron:
Accelerating leukocyte tracking using CUDA: A case study in leveraging manycore coprocessors. IPDPS 2009: 1-12 - [c61]Scott T. Acton, Clare Yang, John A. Hossack, Brian R. Wamhoff:
Poisson Inverse Gradient Approach to Vascular Myocyte Detection and Segmentation. ISBI 2009: 1298-1301 - 2008
- [j45]Christopher D. Garson, Bing Li, Scott T. Acton, John A. Hossack:
Guiding automated left ventricular chamber segmentation in cardiac imaging using the concept of conserved myocardial volume. Comput. Medical Imaging Graph. 32(4): 321-330 (2008) - [j44]Jing Cui, Nilanjan Ray, Scott T. Acton, Zongli Lin:
An affine transformation invariance approach to cell tracking. Comput. Medical Imaging Graph. 32(7): 554-565 (2008) - [j43]Bing Li, Scott T. Acton:
Automatic Active Model Initialization via Poisson Inverse Gradient. IEEE Trans. Image Process. 17(8): 1406-1420 (2008) - [c60]Scott T. Acton, Andrew D. Gilliam, Bing Li, Adam Rossi:
Content based image retrieval for matching images of improvised explosive devices in which snake initialization is viewed as an inverse problem. Computational Imaging 2008: 68140 - [c59]Nilanjan Ray, Baidya Nath Saha, Scott T. Acton:
Oil sand image segmentation using the inclusion filter. ICIP 2008: 2188-2191 - [c58]Andrew D. Gilliam, John A. Hossack, Frederick H. Epstein, Brent A. French, Scott T. Acton:
Automated magnetic resonance assisted echocardiographic motion analysis. ICIP 2008: 2244-2247 - [c57]Robert L. Janiczek, Frederick H. Epstein, Scott T. Acton:
Velocity guided segmentation of phase contrast magnetic resonance angiography. ICIP 2008: 2264-2267 - [c56]Scott T. Acton, Peter Soliz, Stephen R. Russell, Marios S. Pattichis:
Content based image retrieval: The foundation for future case-based and evidence-based ophthalmology. ICME 2008: 541-544 - 2007
- [j42]Gang Dong, Scott T. Acton:
Detection of rolling leukocytes by marked point processes. J. Electronic Imaging 16(3): 033013 (2007) - [j41]Michael S. Grant, Scott T. Acton, Stephen J. Katzberg:
Terrain Moisture Classification Using GPS Surface-Reflected Signals. IEEE Geosci. Remote. Sens. Lett. 4(1): 41-45 (2007) - [j40]Dipti Prasad Mukherjee, Scott T. Acton:
Affine and projective active contour models. Pattern Recognit. 40(3): 920-930 (2007) - [j39]Gang Dong, Scott T. Acton:
On the Convergence of Bilateral Filter for Edge-Preserving Image Smoothing. IEEE Signal Process. Lett. 14(9): 617-620 (2007) - [j38]Bing Li, Scott T. Acton:
Active Contour External Force Using Vector Field Convolution for Image Segmentation. IEEE Trans. Image Process. 16(8): 2096-2106 (2007) - [c55]Bing Li, Abhay V. Patil, John A. Hossack, Scott T. Acton:
3D Segmentation of the Prostate via Poisson Inverse Gradient Initialization. ICIP (5) 2007: 25-28 - [c54]Saurav Basu, Dipti Prasad Mukherjee, Scott T. Acton:
Implicit Evolution of Open Ended Curves. ICIP (1) 2007: 261-264 - [c53]Andrew D. Gilliam, Scott T. Acton:
Echocardiographic Simulation for Validation of Automated Segmentation Methods. ICIP (5) 2007: 529-532 - [c52]Yinbo Li, Christopher D. Garson, Yaqin Xu, Scott T. Acton, Brent A. French, John A. Hossack:
Quantification of Cardiac Dyssynchrony in Mice after Myocardial Infarction Using High Resolution Ultrasound. ISBI 2007: 193-196 - 2006
- [b1]Scott T. Acton, Nilanjan Ray:
Biomedical Image Analysis: Tracking. Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers 2006, ISBN 978-3-031-01109-2 - [j37]Jing Cui, Scott T. Acton, Zongli Lin:
A Monte Carlo approach to rolling leukocyte tracking in vivo. Medical Image Anal. 10(4): 598-610 (2006) - [j36]Scott T. Acton, Fumio Kishino, Ryohei Nakatsu, Jinshan Tang, Matthias Rauterberg:
Editorial Introduction to multimedia system technologies for educational tools. Multim. Syst. 11(3): 201-202 (2006) - [j35]Sridhar Avula, Jinshan Tang, Scott T. Acton:
An object-based image retrieval system for digital libraries. Multim. Syst. 11(3): 260-270 (2006) - [j34]Jinshan Tang, Steven Millington, Scott T. Acton, Jeff Crandall, Shepard Hurwitz:
Surface extraction and thickness measurement of the articular cartilage from MR images using directional gradient vector flow snakes. IEEE Trans. Biomed. Eng. 53(5): 896-907 (2006) - [c51]Bing Li, Scott T. Acton:
Vector Field Convolution for Image Segmentation using Snakes. ICIP 2006: 1637-1640 - [c50]Alla Aksel, Robert L. Janiczek, John A. Hossack, Brent A. French, Scott T. Acton:
Ultrasound Myocardial Tracking with Speckle Reducing Anisotropic Diffusion Assisted Initialization. ICIP 2006: 1945-1948 - [c49]Andrew D. Gilliam, John A. Hossack, Scott T. Acton:
Freehand 3D Ultrasound Volume Reconstruction via Sub-Pixel Phase Correlation. ICIP 2006: 2537-2540 - [c48]Peter C. Tay, Scott T. Acton, John A. Hossack:
Ultrasound Despeckling Using an Adaptive Window Stochastic Approach. ICIP 2006: 2549-2552 - [c47]Peter C. Tay, Scott T. Acton, John A. Hossack:
A stochastic approach to ultrasound despeckling. ISBI 2006: 221-224 - [c46]John E. Pickard, John A. Hossack, Scott T. Acton:
Shape model segmentation of long-axis contrast enhanced echocardiography. ISBI 2006: 1112-1115 - [c45]Soubhagya Sahoo, Nilanjan Ray, Scott T. Acton:
Rolling Leukocyte Detection based on Teardrop Shape and the Gradient Inverse Coefficient of Variation. MediVis 2006: 29-33 - 2005
- [j33]Scott T. Acton:
Snakes for tracking via generalized deterministic annealing. J. Electronic Imaging 14(2): 023017 (2005) - [j32]Adam P. Goobic, Jinshan Tang, Scott T. Acton:
Image stabilization and registration for tracking cells in the microvasculature. IEEE Trans. Biomed. Eng. 52(2): 287-299 (2005) - [j31]Nilanjan Ray, Scott T. Acton:
Data acceptance for automated leukocyte tracking through segmentation of spatiotemporal images. IEEE Trans. Biomed. Eng. 52(10): 1702-1712 (2005) - [j30]Nilanjan Ray, Scott T. Acton:
Inclusion filters: a class of self-dual connected operators. IEEE Trans. Image Process. 14(11): 1736-1746 (2005) - [j29]Gang Dong, Nilanjan Ray, Scott T. Acton:
Intravital leukocyte detection using the gradient inverse coefficient of variation. IEEE Trans. Medical Imaging 24(7): 910-924 (2005) - [c44]Robert L. Janiczek, Nilanjan Ray, Scott T. Acton, R. Jack Roy, Brent A. French, Frederick H. Epstein:
Markov chain Monte Carlo method for tracking myocardial borders. Computational Imaging 2005: 211-218 - [c43]Nilanjan Ray, Scott T. Acton:
Spatiotemporal Segmentation for Validation of Rolling Leukocyte Tracking Data. ICASSP (2) 2005: 129-132 - [c42]Scott T. Acton:
Deconvolutional speckle reducing anisotropic diffusion. ICIP (1) 2005: 5-8 - [c41]Nilanjan Ray, Gang Dong, Scott T. Acton:
Tracking multiple cells by correspondence resolution in a sequential Bayesian framework. ICIP (1) 2005: 705-708 - 2004
- [j28]Michael E. Welser, Scott T. Acton:
Projection model snakes for tracking using a Monte Carlo approach. J. Electronic Imaging 13(2): 384-398 (2004) - [j27]Katherine R. Weber, Scott T. Acton:
On connected filters in color image processing. J. Electronic Imaging 13(3): 619-629 (2004) - [j26]Jinshan Tang, Scott T. Acton:
Vessel boundary tracking for intravital microscopy via multiscale gradient vector flow snakes. IEEE Trans. Biomed. Eng. 51(2): 316-324 (2004) - [j25]Dipti Prasad Mukherjee, Nilanjan Ray, Scott T. Acton:
Level set analysis for leukocyte detection and tracking. IEEE Trans. Image Process. 13(4): 562-572 (2004) - [j24]Abdol-Reza Mansouri, Dipti Prasad Mukherjee, Scott T. Acton:
Constraining active contour evolution via Lie Groups of transformation. IEEE Trans. Image Process. 13(6): 853-863 (2004) - [j23]Yongjian Yu, Scott T. Acton:
Edge detection in ultrasound imagery using the instantaneous coefficient of variation. IEEE Trans. Image Process. 13(12): 1640-1655 (2004) - [j22]Nilanjan Ray, Scott T. Acton:
Motion gradient vector flow: an external force for tracking rolling leukocytes with shape and size constrained active contours. IEEE Trans. Medical Imaging 23(12): 1466-1478 (2004) - [j21]Dipti Prasad Mukherjee, Subhamoy Maitra, Scott T. Acton:
Spatial domain digital watermarking of multimedia objects for buyer authentication. IEEE Trans. Multim. 6(1): 1-15 (2004) - [c40]Yongjian Yu, Janelle A. Molloy, Scott T. Acton:
Generalized Speckle Reducing Anisotropic Diffusion for Ultrasound Imagery. CBMS 2004: 279-284 - [c39]Gang Dong, Edward Damiano, Michael L. Smith, Scott T. Acton, Klaus Ley:
Detection of Microspheres in Venules for Automated Particle Image. CBMS 2004: 392-395 - [c38]Jinshan Tang, Steven Millington, Scott T. Acton, Jeff Crandall, Shepard Hurwitz:
Ankle cartilage surface segmentation using directional gradient vector flow snakes. ICIP 2004: 2745-2748 - [c37]Scott T. Acton, Nilanjan Ray:
Detection and Tracking of Rolling Leukocytes from Intravital Microscopy. ISBI 2004: 1235-1238 - 2003
- [j20]Joseph Bosworth, Scott T. Acton:
Morphological scale-space in image processing. Digit. Signal Process. 13(2): 338-367 (2003) - [j19]Jinshan Tang, Scott T. Acton:
Locating human faces in a complex background including non-face skin colors. J. Electronic Imaging 12(3): 423-430 (2003) - [j18]Jinshan Tang, Eli Peli, Scott T. Acton:
Image enhancement using a contrast measure in the compressed domain. IEEE Signal Process. Lett. 10(10): 289-292 (2003) - [j17]Nilanjan Ray, Scott T. Acton, Talissa A. Altes, Eduard E. de Lange, James R. Brookeman:
Merging Parametric Active Contours Within Homogeneous Image Regions for MRI-Based Lung Segmentation. IEEE Trans. Medical Imaging 22(2): 189-199 (2003) - [c36]Yongjian Yu, Scott T. Acton:
Active contours with area-weighted binary flows for segmenting low SNR imagery. ICIP (1) 2003: 129-132 - [c35]Gang Dong, Scott T. Acton:
A variational method for leukocyte detection. ICIP (2) 2003: 161-164 - [c34]Nilanjan Ray, Scott T. Acton:
Self-dual inclusion filters for grayscale imagery. ICIP (1) 2003: 321-324 - [c33]Jinshan Tang, Scott T. Acton:
An image retrieval algorithm using multiple query images. ISSPA (1) 2003: 193-196 - 2002
- [j16]Dipti Prasad Mukherjee, Scott T. Acton:
Cloud tracking by scale space classification. IEEE Trans. Geosci. Remote. Sens. 40(2): 405-415 (2002) - [j15]Yongjian Yu, Scott T. Acton:
Speckle reducing anisotropic diffusion. IEEE Trans. Image Process. 11(11): 1260-1270 (2002) - [j14]Nilanjan Ray, Scott T. Acton, Klaus Ley:
Tracking Leukocytes In Vivo with Shape and Size Constrained Active Contours. IEEE Trans. Medical Imaging 21(10): 1222-1235 (2002) - [c32]Nilanjan Ray, Scott T. Acton:
Tracking fast-rolling leukocytes in vivo with active contours. ICIP (3) 2002: 165-168 - [c31]Partha Pratim Mohanta, Dipti Prasad Mukherjee, Scott T. Acton:
Agglomerative clustering of feature data for image segmentation. ICIP (3) 2002: 269-272 - [c30]Partha Pratim Mohanta, Dipti Prasad Mukherjee, Scott T. Acton:
Agglomerative Clustering for Image Segmentation. ICPR (1) 2002: 664-667 - [c29]Nilanjan Ray, Scott T. Acton:
Active Contours for Cell Tracking. SSIAI 2002: 274- - 2001
- [j13]Scott T. Acton:
Fast Algorithms for Area Morphology. Digit. Signal Process. 11(3): 187-203 (2001) - [j12]Scott T. Acton, Dipti Prasad Mukherjee, Joebob P. Havlicek, Alan C. Bovik:
Oriented texture completion by AM-FM reaction-diffusion. IEEE Trans. Image Process. 10(6): 885-896 (2001) - [c28]Nilanjan Ray, Joebob P. Havlicek, Scott T. Acton, Marios S. Pattichis:
Active contour segmentation guided by AM-FM dominant component analysis. ICIP (1) 2001: 78-81 - [c27]Scott Thomas Acton, Klaus Ley:
Tracking leukocytes from in vivo video microscopy using morphological anisotropic diffusion. ICIP (2) 2001: 300-303 - [c26]Yongjian Yu, Scott Thomas Acton, Ken Thornton:
Detection of radioactive seeds in ultrasound images of the prostate. ICIP (2) 2001: 319-322 - [c25]Nilanjan Ray, Scott T. Acton, Talissa A. Altes, Eduard E. de Lange:
MRI ventilation analysis by merging parametric active contours. ICIP (2) 2001: 861-864 - 2000
- [j11]Scott T. Acton, Dipti Prasad Mukherjee:
Area operators for edge detection. Pattern Recognit. Lett. 21(8): 771-777 (2000) - [j10]Scott T. Acton, Dipti Prasad Mukherjee:
Scale space classification using area morphology. IEEE Trans. Image Process. 9(4): 623-635 (2000) - [j9]Scott T. Acton:
Locally monotonic diffusion. IEEE Trans. Signal Process. 48(5): 1379-1389 (2000) - [c24]Scott T. Acton, Dipti Prasad Mukherjee:
Image edges from area morphology. ICASSP 2000: 2239-2242 - [c23]Yongjian Yu, Scott T. Acton:
Polarimetric SAR Image Segmentation Using Texture Partitioning and Statistical Analysis. ICIP 2000: 677-680 - [c22]Badrinarayan Raghunathan, Scott T. Acton:
Area Morphological Segmentation for Content Based Retrieval. ICIP 2000: 738-741 - [c21]Scott T. Acton:
A Pyramidal Algorithm for Area Morphology. ICIP 2000: 954-957 - [c20]Junaid Ahmed, Joseph Bosworth, Scott T. Acton:
Image Segmentation Techniques for Object-Based Coding. SSIAI 2000: 41-45 - [c19]Badrinarayan Raghunathan, Scott T. Acton:
Content Based Retrieval for Remotely Sensed Imagery. SSIAI 2000: 161-165 - [c18]Zhongxiu Hu, Scott T. Acton:
Morphological Pyramid Image Registration. SSIAI 2000: 227-231
1990 – 1999
- 1999
- [j8]C. Andrew Segall, Wei Chen, Scott T. Acton:
Video tracking using morphological pyramids. J. Electronic Imaging 8(2): 176-184 (1999) - [j7]Scott T. Acton, Alan C. Bovik:
Piecewise and local image models for regularized image restoration using cross-validation. IEEE Trans. Image Process. 8(5): 652-665 (1999) - [c17]Alfredo Restrepo, Scott T. Acton:
2-D binary locally monotonic regression. ICASSP 1999: 3245-3248 - [c16]Badrinarayan Raghunathan, Scott T. Acton:
A Content Based Retrieval Engine for Circuit Board Inspection. ICIP (1) 1999: 104-108 - [c15]Joseph Bosworth, Scott T. Acton:
The Morphological Lomo Filter for Multiscale Image Processing. ICIP (4) 1999: 157-161 - [c14]Dipti Prasad Mukherjee, Scott T. Acton:
Document Page Segmentation Using Multiscale Clustering. ICIP (1) 1999: 234-238 - [c13]Scott T. Acton, Alfredo Restrepo:
Locally Monotonic Models for Image and Video Processing. ICIP (2) 1999: 429-433 - 1998
- [j6]Scott T. Acton:
On Fuzzy Nonlinear Regression for Image Enhancement. J. Math. Imaging Vis. 8(3): 239-253 (1998) - [j5]Scott T. Acton:
Multigrid anisotropic diffusion. IEEE Trans. Image Process. 7(3): 280-291 (1998) - [j4]Scott T. Acton, Alan C. Bovik:
Nonlinear image estimation using piecewise and local image models. IEEE Trans. Image Process. 7(7): 979-991 (1998) - [c12]Scott T. Acton:
Anisotropic diffusion and local monotonicity. ICASSP 1998: 1293-1296 - [c11]Scott T. Acton:
A PDE Technique for Generating Locally Monotonic Images. ICIP (3) 1998: 269-273 - [c10]C. Andrew Segall, Scott T. Acton:
Gradient Independent Translation via Differential Morphology. ICIP (2) 1998: 727-731 - 1997
- [j3]Scott T. Acton:
Image Restoration Using Generalized Deterministic Annealing. Digit. Signal Process. 7(2): 94-104 (1997) - [c9]C. Andrew Segall, Scott T. Acton:
Morphological Anisotropic Diffusion. ICIP (3) 1997: 348-351 - [c8]Anthony S. Wright, Scott T. Acton:
Watershed Pyramids for Edge Detection. ICIP (2) 1997: 578-581 - 1996
- [j2]Scott Thomas Acton, Alan Conrad Bovik:
Generalized deterministic annealing. IEEE Trans. Neural Networks 7(3): 686-699 (1996) - [c7]Scott T. Acton:
A pyramidal edge detector based on anisotropic diffusion. ICASSP 1996: 2215-2218 - [c6]Scott T. Acton:
Edge enhancement of infrared imagery by way of the anisotropic diffusion pyramid. ICIP (1) 1996: 865-868 - 1994
- [c5]Scott T. Acton, Alan C. Bovik, Melba M. Crawford:
Anisotropic Diffusion Pyramids for Image Segmentation. ICIP (3) 1994: 478-482 - [c4]Scott T. Acton, Alan C. Bovik:
Piecewise and Local Class Models for Image Restoration. ICIP (2) 1994: 685-689 - 1993
- [c3]Scott Thomas Acton, Alan Conrad Bovik:
Nonlinear regression for image enhancement via generalized deterministic annealing. VCIP 1993 - 1992
- [c2]Scott T. Acton, Alan C. Bovik:
Anisotropic edge detection using mean field annealing. ICASSP 1992: 393-396 - 1990
- [j1]Scott T. Acton, Alan C. Bovik:
Feature classification techniques in model-based object recognition. Int. J. Imaging Syst. Technol. 2(4): 329-344 (1990) - [c1]Scott Thomas Acton, Alan Conrad Bovik:
GRUPO: a 3-D structure recognition system. VCIP 1990
Coauthor Index
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