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2020 – today
- 2025
[j50]Zheyuan Zhang
, Elif Keles, Gorkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade, Debesh Jha, Asli C. Ormeci, Alpay Medetalibeyoglu, Lanhong Yao, Bin Wang, Ilkin Sevgi Isler, Linkai Peng, Hongyi Pan, Camila Lopes Vendrami, Amir Bourhani, Yury Velichko, Boqing Gong, Concetto Spampinato, Ayis Pyrros, Pallavi Tiwari, Derk C. F. Klatte, Megan Engels, Sanne Hoogenboom, Candice W. Bolan, Emil Agarunov, Nassier Harfouch, Chenchan Huang, Marco J. Bruno, Ivo Schoots, Rajesh N. Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Baris Turkbey, Michael B. Wallace, Ulas Bagci:
Large-scale multi-center CT and MRI segmentation of pancreas with deep learning. Medical Image Anal. 99: 103382 (2025)- [e5]Federica Proietto Salanitri, Serestina Viriri, Ulas Bagci, Pallavi Tiwari, Boqing Gong, Concetto Spampinato, Simone Palazzo, Giovanni Bellitto, Nancy Zlatintsi, Panagiotis Paraskevas Filntisis, Cecilia S. Lee, Aaron Y. Lee:
Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine - First International Workshop, AIPAD 2024 and First International Workshop, PILM 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings. Lecture Notes in Computer Science 15197, Springer 2025, ISBN 978-3-031-73482-3 [contents] - 2024
- [j49]Morteza Moradi, Mohammad Moradi, Simone Palazzo, Francesco Rundo, Concetto Spampinato:
Image CAPTCHAs: When Deep Learning Breaks the Mold. IEEE Access 12: 112211-112231 (2024) - [j48]Giuseppe Vecchio, Simone Palazzo, Dario C. Guastella, Daniela Giordano, Giovanni Muscato, Concetto Spampinato:
Terrain traversability prediction through self-supervised learning and unsupervised domain adaptation on synthetic data. Auton. Robots 48(2): 4 (2024) - [j47]Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato:
FedER: Federated Learning through Experience Replay and privacy-preserving data synthesis. Comput. Vis. Image Underst. 238: 103882 (2024) - [j46]Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Joseph Schmidt, Mubarak Shah:
Rebuttal to "Comments on 'Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features' ". IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 11540-11542 (2024) - [j45]Renato Sortino, Thomas Cecconello, Andrea DeMarco, Giuseppe Fiameni, Andrea Pilzer, Daniel Magro, Andrew M. Hopkins, Simone Riggi, Eva Sciacca, Adriano Ingallinera, Cristobal Bordiu, Filomena Bufano, Concetto Spampinato:
RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation. IEEE Trans. Artif. Intell. 5(12): 6524-6535 (2024) - [j44]Raffaele Mineo, Federica Proietto Salanitri, Giovanni Bellitto, Isaak Kavasidis, Ovidio De Filippo, M. Millesimo, Gaetano Maria de Ferrari, Marco Aldinucci, Daniela Giordano, Simone Palazzo, Fabrizio D'Ascenzo, Concetto Spampinato:
A Convolutional-Transformer Model for FFR and iFR Assessment From Coronary Angiography. IEEE Trans. Medical Imaging 43(8): 2866-2877 (2024) - [j43]Wengang Zhou, Jiajun Deng, Niculae Sebe, Qi Tian, Alan L. Yuille, Concetto Spampinato, Zakia Hammal:
Guest Editorial Introduction to the Issue on Pre-Trained Models for Multi-Modality Understanding. IEEE Trans. Multim. 26: 8291-8296 (2024) - [c136]Raffaele Mineo, Federica Proietto Salanitri, Giovanni Bellitto, Ovidio De Filippo, Fabrizio D'Ascenzo, Simone Palazzo, Concetto Spampinato:
Coronary Artery Stenosis Assessment in X-Ray Angiography Through Spatio-Temporal Attention for Non-Invasive FFR and iFR Estimation. BIOSTEC (1) 2024: 305-312 - [c135]Gaia Caligiore, Raffaele Mineo, Concetto Spampinato, Egidio Ragonese, Simone Palazzo, Sabina Fontana:
Multisource Approaches to Italian Sign Language (LIS) Recognition: Insights from the MultiMedaLIS Dataset. CLiC-it 2024 - [c134]Giuseppe Vecchio, Renato Sortino, Simone Palazzo, Concetto Spampinato:
MatFuse: Controllable Material Generation with Diffusion Models. CVPR 2024: 4429-4438 - [c133]Raffaele Mineo, Federica Proietto Salanitri, Lisa Passarello, Alberto Sardella, Laura Messina, Manuela Pennisi, Daniela Giordano, Simone Palazzo, Concetto Spampinato:
Magnifying Facial Micro-movements for Cognitive Evaluation. EMBC 2024: 1-5 - [c132]Giuseppe Vecchio, Riccardo Emanuele Sarpietro, Francesco Cancelliere, Simone Palazzo, Dario C. Guastella, Alessandro Strano, Ignacio Carlucho, Giovanni Muscato, Stefano V. Albrecht, Concetto Spampinato:
MIDGARD: A Robot Navigation Simulator for Outdoor Unstructured Environments. ERF (1) 2024: 120-125 - [c131]Simone Palazzo, Dario C. Guastella, Giuseppe Vecchio, Riccardo Emanuele Sarpietro, Giuseppe Sutera, Francesco Cancelliere, Giovanni Muscato, Concetto Spampinato:
Learning-Based Ground Vehicle Navigation in Outdoor Unstructured Environments. ERF (1) 2024: 207-211 - [c130]Francesco Cancelliere, Luca Reitano, Dario Calogero Guastella, Giuseppe Sutera, Concetto Spampinato, Giovanni Muscato:
SandRo, a Robot for Beach Waste Cleanup. ERF (1) 2024: 269-273 - [c129]Hongyi Pan, Bin Wang, Zheyuan Zhang, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci:
Domain Generalization with fourier Transform and soft thresholding. ICASSP 2024: 2106-2110 - [c128]Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo:
SalFoM: Dynamic Saliency Prediction with Video Foundation Models. ICPR (22) 2024: 33-48 - [c127]Luca Palazzo, Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato:
FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning. ICPR (25) 2024: 79-94 - [c126]Long Tian, Amelia Sorrenti, Yik Lung Pang, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato, Changjae Oh:
Incremental Object 6D Pose Estimation. ICPR (26) 2024: 331-346 - [c125]Rutger Hendrix, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo, Ulas Bagci:
Evidential Federated Learning for Skin Lesion Image Classification. ICPR (29) 2024: 354-365 - [c124]Cristian Delle Castelle, Fabio Spampinato, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato:
Leveraging SAM and Learnable Prompts for Pancreatic MRI Segmentation. AIPAD/PILM@MICCAI 2024: 25-34 - [c123]Raffaele Mineo, Gaia Caligiore, Concetto Spampinato, Sabina Fontana, Simone Palazzo, Egidio Ragonese:
Sign Language Recognition for Patient-Doctor Communication: A Multimedia/Multimodal Dataset. RTSI 2024: 202-207 - [c122]Morteza Moradi, Simone Palazzo, Concetto Spampinato:
Transformer-Based Video Saliency Prediction with High Temporal Dimension Decoding. VISIGRAPP (3): VISAPP 2024: 616-623 - [i51]Morteza Moradi, Simone Palazzo, Concetto Spampinato:
Transformer-based Video Saliency Prediction with High Temporal Dimension Decoding. CoRR abs/2401.07942 (2024) - [i50]Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Simone Palazzo, Concetto Spampinato:
Wake-Sleep Consolidated Learning. CoRR abs/2401.08623 (2024) - [i49]Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Matteo Boschini, Angelo Porrello, Simone Calderara, Simone Palazzo, Concetto Spampinato:
Selective Attention-based Modulation for Continual Learning. CoRR abs/2403.20086 (2024) - [i48]Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Mubarak Shah, Concetto Spampinato:
Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models. CoRR abs/2404.02618 (2024) - [i47]Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo:
SalFoM: Dynamic Saliency Prediction with Video Foundation Models. CoRR abs/2404.03097 (2024) - [i46]Zheyuan Zhang, Elif Keles, Gorkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade, Debesh Jha, Asli C. Ormeci, Alpay Medetalibeyoglu, Lanhong Yao, Bin Wang, Ilkin Sevgi Isler, Linkai Peng, Hongyi Pan, Camila Lopes Vendrami, Amir Bourhani, Yury Velichko, Boqing Gong, Concetto Spampinato, Ayis Pyrros, Pallavi Tiwari, Derk C. F. Klatte, Megan Engels, Sanne Hoogenboom, Candice W. Bolan, Emil Agarunov, Nassier Harfouch, Chenchan Huang, Marco J. Bruno, Ivo Schoots, Rajesh N. Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Baris Turkbey, Michael B. Wallace, Ulas Bagci:
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning. CoRR abs/2405.12367 (2024) - [i45]Andrey Moskalenko, Alexey Bryncev, Dmitriy S. Vatolin, Radu Timofte, Gen Zhan, Li Yang, Yunlong Tang, Yiting Liao, Jiongzhi Lin, Baitao Huang, Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo, Yuxin Zhu, Yinan Sun, Huiyu Duan, Yuqin Cao, Ziheng Jia, Qiang Hu, Xiongkuo Min, Guangtao Zhai, Hao Fang, Runmin Cong, Xiankai Lu, Xiaofei Zhou, Wei Zhang, Chunyu Zhao, Wentao Mu, Tao Deng, Hamed R. Tavakoli:
AIM 2024 Challenge on Video Saliency Prediction: Methods and Results. CoRR abs/2409.14827 (2024) - [i44]Hongyi Pan, Gorkem Durak, Zheyuan Zhang, Yavuz Taktak, Elif Keles, Ertugrul Aktas, Alpay Medetalibeyoglu, Yury Velichko, Concetto Spampinato, Ivo Schoots, Marco J. Bruno, Rajesh N. Keswani, Pallavi Tiwari, Candice W. Bolan, Tamas Gonda, Michael G. Goggins, Michael B. Wallace, Ziyue Xu, Ulas Bagci:
Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI. CoRR abs/2410.22530 (2024) - [i43]Hongyi Pan, Ziliang Hong, Gorkem Durak, Elif Keles, Halil Ertugrul Aktas, Yavuz Taktak, Alpay Medetalibeyoglu, Zheyuan Zhang, Yury Velichko, Concetto Spampinato, Ivo Schoots, Marco J. Bruno, Pallavi Tiwari, Candice W. Bolan, Tamas Gonda, Frank H. Miller, Rajesh N. Keswani, Michael B. Wallace, Ziyue Xu, Ulas Bagci:
IPMN Risk Assessment under Federated Learning Paradigm. CoRR abs/2411.05697 (2024) - [i42]Luca Palazzo, Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato:
FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning. CoRR abs/2411.09842 (2024) - [i41]Rutger Hendrix, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo, Ulas Bagci:
Evidential Federated Learning for Skin Lesion Image Classification. CoRR abs/2411.10071 (2024) - [i40]Thomas Cecconello, Simone Riggi, Ugo Becciani, Fabio Vitello, Andrew M. Hopkins, Giuseppe Vizzari, Concetto Spampinato, Simone Palazzo:
Self-supervised learning for radio-astronomy source classification: a benchmark. CoRR abs/2411.14078 (2024) - [i39]Salvatore Calcagno, Isaak Kavasidis, Simone Palazzo, Marco Brondi, Luca Sità, Giacomo Turri, Daniela Giordano, Vladimir R. Kostic, Tommaso Fellin, Massimiliano Pontil, Concetto Spampinato:
QuantFormer: Learning to Quantize for Neural Activity Forecasting in Mouse Visual Cortex. CoRR abs/2412.07264 (2024) - 2023
- [j42]Simone Riggi, Daniel Magro, Renato Sortino, Andrea DeMarco, Cristobal Bordiu, Thomas Cecconello, Andrew M. Hopkins, Joshua R. Marvil, Grazia Umana, Eva Sciacca, Fabio Vitello, Filomena Bufano, Adriano Ingallinera, Giuseppe Fiameni, Concetto Spampinato, Kristian Zarb Adami:
Astronomical source detection in radio continuum maps with deep neural networks. Astron. Comput. 42: 100682 (2023) - [j41]Renato Sortino, Simone Palazzo, Francesco Rundo, Concetto Spampinato:
Transformer-based image generation from scene graphs. Comput. Vis. Image Underst. 233: 103721 (2023) - [j40]Giuseppe Vecchio, Luca Prezzavento, Carmelo Pino, Francesco Rundo, Simone Palazzo, Concetto Spampinato:
MeT: A graph transformer for semantic segmentation of 3D meshes. Comput. Vis. Image Underst. 235: 103773 (2023) - [j39]Carmelo Pino, Alessandro Sitta, Giulia Castagnolo, Angelo Alberto Messina, Salvatore Coffa, Michele Calabretta, Fabio Scotti, Angelo Genovese, Vincenzo Piuri, Concetto Spampinato, Francesco Rundo:
Intelligent Traction Inverter in Next Generation Electric Vehicles: The Health Monitoring of Silicon-Carbide Power Modules. IEEE Trans. Intell. Veh. 8(12): 4734-4753 (2023) - [c121]Federica Proietto Salanitri, Giovanni Bellitto, Raffaele Mineo, Matteo Pennisi, Amelia Sorrenti, Salvatore Calcagno, Daniela Giordano, Simone Palazzo, Concetto Spampinato:
Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data. BIBM 2023: 2201-2206 - [c120]Morteza Moradi, Simone Palazzo, Concetto Spampinato:
Collective Driver Attention: Towards a Comprehensive Visual Understanding of Traffic Scenes. CoDIT 2023: 1173-1178 - [c119]Salvatore Calcagno, Raffaele Mineo, Daniela Giordano, Concetto Spampinato:
Ensemble and Personalized Transformer Models for Subject Identification and Relapse Detection in E-Prevention Challenge. ICASSP 2023: 1-2 - [c118]Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Simone Palazzo, Bruno Casella, Marco Aldinucci:
Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning. ICCV (Workshops) 2023: 3368-3375 - [c117]Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Concetto Spampinato, Simone Palazzo:
Selective Freezing for Efficient Continual Learning. ICCV (Workshops) 2023: 3542-3551 - [c116]Giulia Castagnolo, Concetto Spampinato, Francesco Rundo, Daniela Giordano, Simone Palazzo:
A Baseline on Continual Learning Methods for Video Action Recognition. ICIP 2023: 3240-3244 - [c115]Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ulas Bagci, Concetto Spampinato:
A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications. MICCAI (3) 2023: 422-431 - [c114]Lanhong Yao, Zheyuan Zhang, Ugur Demir, Elif Keles, Camila Vendrami, Emil Agarunov, Candice W. Bolan, Ivo Schoots, Marc J. Bruno, Rajesh Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Michael B. Wallace, Concetto Spampinato, Ulas Bagci:
Radiomics Boosts Deep Learning Model for IPMN Classification. MLMI@MICCAI (2) 2023: 134-143 - [c113]Feiyan Hu, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Morteza Moradi, Concetto Spampinato, Kevin McGuinness:
TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation. WACV 2023: 2050-2059 - [i38]Feiyan Hu, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Morteza Moradi, Concetto Spampinato, Kevin McGuinness:
TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation. CoRR abs/2301.04619 (2023) - [i37]Renato Sortino, Daniel Magro, Giuseppe Fiameni, Eva Sciacca, Simone Riggi, Andrea DeMarco, Concetto Spampinato, Andrew M. Hopkins, Filomena Bufano, Francesco Schillirò, Cristobal Bordiu, Carmelo Pino:
Radio astronomical images object detection and segmentation: A benchmark on deep learning methods. CoRR abs/2303.04506 (2023) - [i36]Renato Sortino, Simone Palazzo, Concetto Spampinato:
Transformer-based Image Generation from Scene Graphs. CoRR abs/2303.04634 (2023) - [i35]Alessia Spitalleri, Isaak Kavasidis, Vincenzo Cartelli, Raffaele Mineo, Francesco Rundo, Simone Palazzo, Concetto Spampinato, Daniela Giordano:
BioTrak: A Blockchain-based Platform for Food Chain Logistics Traceability. CoRR abs/2304.09601 (2023) - [i34]Giulia Castagnolo, Concetto Spampinato, Francesco Rundo, Daniela Giordano, Simone Palazzo:
A baseline on continual learning methods for video action recognition. CoRR abs/2304.10335 (2023) - [i33]Lorenzo Bonicelli, Matteo Boschini, Emanuele Frascaroli, Angelo Porrello, Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato, Simone Calderara:
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning. CoRR abs/2305.03648 (2023) - [i32]Giuseppe Vecchio, Luca Prezzavento, Carmelo Pino, Francesco Rundo, Simone Palazzo, Concetto Spampinato:
MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes. CoRR abs/2307.01115 (2023) - [i31]Renato Sortino, Thomas Cecconello, Andrea DeMarco, Giuseppe Fiameni, Andrea Pilzer, Andrew M. Hopkins, Daniel Magro, Simone Riggi, Eva Sciacca, Adriano Ingallinera, Cristobal Bordiu, Filomena Bufano, Concetto Spampinato:
RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation. CoRR abs/2307.02392 (2023) - [i30]Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ulas Bagci, Concetto Spampinato:
A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications. CoRR abs/2307.02984 (2023) - [i29]Francesco Rundo, Concetto Spampinato, Michael Rundo:
Non-Linear Self Augmentation Deep Pipeline for Cancer Treatment outcome Prediction. CoRR abs/2307.14398 (2023) - [i28]Francesco Rundo, Concetto Spampinato, Michael Rundo:
Car-Driver Drowsiness Assessment through 1D Temporal Convolutional Networks. CoRR abs/2308.02415 (2023) - [i27]Francesco Rundo, Michael Sebastian Rundo, Concetto Spampinato:
Visual Saliency Detection in Advanced Driver Assistance Systems. CoRR abs/2308.03770 (2023) - [i26]Giuseppe Vecchio, Renato Sortino, Simone Palazzo, Concetto Spampinato:
MatFuse: Controllable Material Generation with Diffusion Models. CoRR abs/2308.11408 (2023) - [i25]Lanhong Yao, Zheyuan Zhang, Ugur Demir, Elif Keles, Camila Vendrami, Emil Agarunov, Candice W. Bolan, Ivo Schoots, Marc J. Bruno, Rajesh Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Michael B. Wallace, Concetto Spampinato, Ulas Bagci:
Radiomics Boosts Deep Learning Model for IPMN Classification. CoRR abs/2309.05857 (2023) - [i24]Hongyi Pan, Bin Wang, Zheyuan Zhan, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci:
Domain Generalization with Fourier Transform and Soft Thresholding. CoRR abs/2309.09866 (2023) - 2022
- [j38]Riccardo Emanuele Sarpietro, Carmelo Pino, Salvatore Coffa, Angelo Alberto Messina, Simone Palazzo, Sebastiano Battiato, Concetto Spampinato, Francesco Rundo:
Explainable Deep Learning System for Advanced Silicon and Silicon Carbide Electrical Wafer Defect Map Assessment. IEEE Access 10: 99102-99128 (2022) - [j37]Iacopo Colonnelli, Marco Aldinucci, Barbara Cantalupo, Luca Padovani, Sergio Rabellino, Concetto Spampinato, Roberto Morelli, Rosario Di Carlo, Nicolò Magini, Carlo Cavazzoni:
Distributed workflows with Jupyter. Future Gener. Comput. Syst. 128: 282-298 (2022) - [c112]Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara:
Transfer Without Forgetting. ECCV (23) 2022: 692-709 - [c111]Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato:
Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images. EMBC 2022: 475-479 - [c110]Francesco Rundo, Carmelo Pino, Riccardo Emanuele Sarpietro, Concetto Spampinato, Federica Proietto Salanitri:
A Hierarchical 3D Segmentation Model for Cone-Beam Computed Tomography Dental-Arch Scans. ICPR Workshops (1) 2022: 589-601 - [c109]Francesco Rundo, Carmelo Pino, Riccardo Emanuele Sarpietro, Concetto Spampinato:
SARS-CoV-2 Induced Pneumonia Early Detection System Based on Chest X-Ray Images Analysis by Jacobian-Regularized Deep Network. ICPR Workshops (1) 2022: 602-616 - [c108]Renato Sortino, Simone Palazzo, Concetto Spampinato:
Transforming Image Generation from Scene Graphs. ICPR 2022: 4118-4124 - [c107]Francesco Rundo, Angelo Alberto Messina, Michele Calabretta, Matteo Dilonardo, Salvatore Coffa, Concetto Spampinato:
Deep Learning Car Driver Motion Magnified Saccadic Eye Movements for Advanced Driving Assistance System. IJCNN 2022: 1-9 - [c106]Matteo Pennisi, Federica Proietto Salanitri, Simone Palazzo, Carmelo Pino, Francesco Rundo, Daniela Giordano, Concetto Spampinato:
GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging. DeCaF/FAIR@MICCAI 2022: 68-78 - [c105]Lorenzo Bonicelli, Matteo Boschini, Angelo Porrello, Concetto Spampinato, Simone Calderara:
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning. NeurIPS 2022 - [i23]Giuseppe Vecchio, Simone Palazzo, Dario C. Guastella, Ignacio Carlucho, Stefano V. Albrecht, Giovanni Muscato, Concetto Spampinato:
MIDGARD: A Simulation Platform for Autonomous Navigation in Unstructured Environments. CoRR abs/2205.08389 (2022) - [i22]Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara:
Transfer without Forgetting. CoRR abs/2206.00388 (2022) - [i21]Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara, Concetto Spampinato:
Effects of Auxiliary Knowledge on Continual Learning. CoRR abs/2206.02577 (2022) - [i20]Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato:
Decentralized Distributed Learning with Privacy-Preserving Data Synthesis. CoRR abs/2206.10048 (2022) - [i19]Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato:
Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images. CoRR abs/2206.10531 (2022) - [i18]Renato Sortino, Simone Palazzo, Concetto Spampinato:
Transforming Image Generation from Scene Graphs. CoRR abs/2207.00545 (2022) - [i17]Lorenzo Bonicelli, Matteo Boschini, Angelo Porrello, Concetto Spampinato, Simone Calderara:
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning. CoRR abs/2210.06443 (2022) - 2021
- [j36]Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schininà, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Francesco Rundo, Marco Aldinucci, Massimo Cristofaro, Paolo Campioni, Elisa Pianura, Federica Di Stefano, Ada Petrone, Fabrizio Albarello, Giuseppe Ippolito, Salvatore Cuzzocrea, Sabrina Conoci:
An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans. Artif. Intell. Medicine 118: 102114 (2021) - [j35]Francesco Rundo, Sabrina Conoci, Concetto Spampinato, Roberto Leotta, Francesca Trenta, Sebastiano Battiato:
Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case. Frontiers Neuroinformatics 15: 667008 (2021) - [j34]Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato:
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction. Int. J. Comput. Vis. 129(12): 3216-3232 (2021) - [j33]Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Joseph Schmidt, Mubarak Shah:
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 3833-3849 (2021) - [j32]Simone Palazzo, Francesca Murabito, Carmelo Pino, Francesco Rundo, Daniela Giordano, Mubarak Shah, Concetto Spampinato:
Exploiting structured high-level knowledge for domain-specific visual classification. Pattern Recognit. 112: 107806 (2021) - [c104]Carmelo Pino, Giuseppe Vecchio, Marco Fronda, Marco Calandri, Marco Aldinucci, Concetto Spampinato:
TwinLiverNet: Predicting TACE Treatment Outcome from CT scans for Hepatocellular Carcinoma using Deep Capsule Networks. EMBC 2021: 3039-3043 - [c103]Iacopo Colonnelli, Barbara Cantalupo, Roberto Esposito, Matteo Pennisi, Concetto Spampinato, Marco Aldinucci:
HPC Application Cloudification: The StreamFlow Toolkit (Invited Paper). PARMA-DITAM@HiPEAC 2021: 5:1-5:13 - [c102]Giuseppe Vecchio, Simone Palazzo, Concetto Spampinato:
SurfaceNet: Adversarial SVBRDF Estimation from a Single Image. ICCV 2021: 12820-12828 - [c101]Matteo Pennisi, Simone Palazzo, Concetto Spampinato:
Self-improving classification performance through GAN distillation. ICCVW 2021: 1640-1648 - [c100]Angelo Genovese, Vincenzo Piuri, Francesco Rundo, Fabio Scotti, Concetto Spampinato:
Driver Attention Assistance by Pedestrian/Cyclist Distance Estimation from a Single RGB Image: A CNN-based Semantic Segmentation Approach. ICIT 2021: 875-880 - [c99]Francesco Rundo, Roberto Leotta, Francesca Trenta, Giovanni Bellitto, Federica Proietto Salanitri, Vincenzo Piuri, Angelo Genovese, Ruggero Donida Labati, Fabio Scotti, Concetto Spampinato, Sebastiano Battiato:
Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving. IMPROVE 2021: 81-90 - [c98]Carmelo Pino, Simone Palazzo, Francesca Trenta, Francesca Cordero, Ulas Bagci, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Marco Aldinucci, Concetto Spampinato:
Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct Scans. ISBI 2021: 891-894 - [c97]Carmelo Pino, Renato Sortino, Eva Sciacca, Simone Riggi, Concetto Spampinato:
Semantic Segmentation of Radio-Astronomical Images. IWAIPR 2021: 393-403 - [c96]Federica Proietto Salanitri, Giovanni Bellitto, Ismail Irmakci, Simone Palazzo, Ulas Bagci, Concetto Spampinato:
Hierarchical 3D Feature Learning forPancreas Segmentation. MLMI@MICCAI 2021: 238-247 - [c95]Ugur Demir, Ismail Irmakci, Elif Keles, Ahmet Topcu, Ziyue Xu, Concetto Spampinato, Sachin Jambawalikar, Evrim Turkbey, Baris Turkbey, Ulas Bagci:
Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis. MLMI@MICCAI 2021: 396-405 - [i16]Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schininà, Simone Palazzo, Francesco Rundo, Massimo Cristofaro, Paolo Campioni, Elisa Pianura, Federica Di Stefano, Ada Petrone, Fabrizio Albarello, Giuseppe Ippolito, Salvatore Cuzzocrea, Sabrina Conoci:
An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans. CoRR abs/2101.11943 (2021) - [i15]Ugur Demir, Ismail Irmakci, Elif Keles, Ahmet Topcu, Ziyue Xu, Concetto Spampinato, Sachin Jambawalikar, Evrim Turkbey, Baris Turkbey, Ulas Bagci:
Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis. CoRR abs/2104.02869 (2021) - [i14]Giuseppe Vecchio, Simone Palazzo, Concetto Spampinato:
SurfaceNet: Adversarial SVBRDF Estimation from a Single Image. CoRR abs/2107.11298 (2021) - [i13]Iacopo Colonnelli, Barbara Cantalupo, Concetto Spampinato, Matteo Pennisi, Marco Aldinucci:
Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis. CoRR abs/2108.01033 (2021) - [i12]Federica Proietto Salanitri, Giovanni Bellitto, Ismail Irmakci, Simone Palazzo, Ulas Bagci, Concetto Spampinato:
Hierarchical 3D Feature Learning for Pancreas Segmentation. CoRR abs/2109.01667 (2021) - 2020
- [j31]Sanjiban Sekhar Roy, Rohan Chopra, Kun Chang Lee, Concetto Spampinato, Behnam Mohammadi-Ivatloo:
Random forest, gradient boosted machines and deep neural network for stock price forecasting: a comparative analysis on South Korean companies. Int. J. Ad Hoc Ubiquitous Comput. 33(1): 62-71 (2020) - [j30]Concetto Spampinato, Simone Palazzo, P. D'Oro, Daniela Giordano, Mubarak Shah:
Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos. Int. J. Comput. Vis. 128(5): 1378-1397 (2020) - [j29]Giuseppe Vecchio, Simone Palazzo, Daniela Giordano, Francesco Rundo, Concetto Spampinato:
MASK-RL: Multiagent Video Object Segmentation Framework Through Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5103-5115 (2020) - [c94]Simone Palazzo, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Concetto Spampinato:
Visual Saliency Detection guided by Neural Signals. FG 2020: 525-531 - [c93]Francesco Rundo, Francesca Trenta, Roberto Leotta, Concetto Spampinato, Vincenzo Piuri, Sabrina Conoci, Ruggero Donida Labati, Fabio Scotti, Sebastiano Battiato:
Advanced Temporal Dilated Convolutional Neural Network for a Robust Car Driver Identification. ICPR Workshops (8) 2020: 184-199 - [c92]Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Concetto Spampinato, Luc M. Bidaut, Xujiong Ye, Stefanos D. Kollias, Sebastiano Battiato:
Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case Study. ICPR Workshops (1) 2020: 227-242 - [c91]Ruggero Donida Labati, Vincenzo Piuri, Francesco Rundo, Fabio Scotti, Concetto Spampinato:
Biometric Recognition of PPG Cardiac Signals Using Transformed Spectrogram Images. ICPR Workshops (8) 2020: 244-257 - [c90]Francesca Murabito, Simone Palazzo, Federica Proietto Salanitri, Francesco Rundo, Ulas Bagci, Daniela Giordano, Rosalia Leonardi, Concetto Spampinato:
Deep Recurrent-Convolutional Model for Automated Segmentation of Craniomaxillofacial CT Scans. ICPR 2020: 9062-9067 - [c89]Simone Palazzo, Giovanni Bellitto, Luca Prezzavento, Francesco Rundo, Ulas Bagci, Daniela Giordano, Rosalia Leonardi, Concetto Spampinato:
Deep Multi-stage Model for Automated Landmarking of Craniomaxillofacial CT Scans. ICPR 2020: 9982-9987 - [c88]Simone Palazzo, Dario Calogero Guastella, Luciano Cantelli, Paolo Spadaro, Francesco Rundo, Giovanni Muscato, Daniela Giordano, Concetto Spampinato:
Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss. IROS 2020: 10014-10021 - [c87]Rodney LaLonde, Pujan Kandel, Concetto Spampinato, Michael B. Wallace, Ulas Bagci:
Diagnosing Colorectal Polyps in the Wild with Capsule Networks. ISBI 2020: 1086-1090 - [i11]Rodney LaLonde, Pujan Kandel, Concetto Spampinato, Michael B. Wallace, Ulas Bagci:
Diagnosing Colorectal Polyps in the Wild with Capsule Networks. CoRR abs/2001.03305 (2020) - [i10]Simone Palazzo, Dario Calogero Guastella, Luciano Cantelli, Paolo Spadaro, Francesco Rundo, Giovanni Muscato, Daniela Giordano, Concetto Spampinato:
Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss. CoRR abs/2009.07565 (2020) - [i9]Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato:
Video Saliency Detection with Domain Adaptation using Hierarchical Gradient Reversal Layers. CoRR abs/2010.01220 (2020) - [i8]Simone Palazzo, Concetto Spampinato, Joseph Schmidt, Isaak Kavasidis, Daniela Giordano, Mubarak Shah:
Correct block-design experiments mitigate temporal correlation bias in EEG classification. CoRR abs/2012.03849 (2020)
2010 – 2019
- 2019
- [c86]Daniela Giordano, Francesca Murabito, Simone Palazzo, Carmelo Pino, Concetto Spampinato:
An AI-based Framework for Supporting Large Scale Automated Analysis of Video Capsule Endoscopy. BHI 2019: 1-4 - [c85]Isaak Kavasidis, Carmelo Pino, Simone Palazzo, Francesco Rundo, Daniela Giordano, P. Messina, Concetto Spampinato:
A Saliency-Based Convolutional Neural Network for Table and Chart Detection in Digitized Documents. ICIAP (2) 2019: 292-302 - [p4]Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Jean-Christophe Lombardo, Robert Planqué, Simone Palazzo, Henning Müller:
Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation. Information Retrieval Evaluation in a Changing World 2019: 389-413 - 2018
- [j28]Francesca Murabito, Concetto Spampinato, Simone Palazzo, Daniela Giordano, Konstantin Pogorelov, Michael Riegler:
Top-down saliency detection driven by visual classification. Comput. Vis. Image Underst. 172: 67-76 (2018) - [c84]Simone Palazzo, Concetto Spampinato, P. D'Oro, Daniela Giordano, Mubarak Shah:
Generating Synthetic Video Sequences by Explicitly Modeling Object Motion. ECCV Workshops (2) 2018: 492-499 - [c83]Praveen Tirupattur, Yogesh Singh Rawat, Concetto Spampinato, Mubarak Shah:
ThoughtViz: Visualizing Human Thoughts Using Generative Adversarial Network. ACM Multimedia 2018: 950-958 - [i7]Concetto Spampinato, Sergio Palazzo, Salvatore D'Oro, Francesca Murabito, Daniela Giordano, Mubarak Shah:
VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos. CoRR abs/1803.09092 (2018) - [i6]Isaak Kavasidis, Sergio Palazzo, Concetto Spampinato, Carmelo Pino, Daniela Giordano, Daniele Giuffrida, Paolo Messina:
A Saliency-based Convolutional Neural Network for Table and Chart Detection in Digitized Documents. CoRR abs/1804.06236 (2018) - [i5]Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Mubarak Shah:
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features. CoRR abs/1810.10974 (2018) - 2017
- [j27]Concetto Spampinato, Simone Palazzo, Daniela Giordano, Marco Aldinucci, Rosalia Leonardi:
Deep learning for automated skeletal bone age assessment in X-ray images. Medical Image Anal. 36: 41-51 (2017) - [j26]Concetto Spampinato, Simone Palazzo, Daniela Giordano:
Gamifying Video Object Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 39(10): 1942-1958 (2017) - [c82]Daniela Giordano, Carmelo Pino, Isaak Kavasidis, Concetto Spampinato, Massimo Di Pietro, Renata Rizzo, Anna Scuderi, Rita Barone:
An Eye Tracker based Computer System to Support Oculomotor and Attention Deficit Investigations. CBMS 2017: 538-543 - [c81]Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Jean-Christophe Lombardo, Robert Planqué, Simone Palazzo, Henning Müller:
LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges. CLEF 2017: 255-274 - [c80]Concetto Spampinato, Simone Palazzo, Isaak Kavasidis, Daniela Giordano, Nasim Souly, Mubarak Shah:
Deep Learning Human Mind for Automated Visual Classification. CVPR 2017: 4503-4511 - [c79]Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Mubarak Shah:
Generative Adversarial Networks Conditioned by Brain Signals. ICCV 2017: 3430-3438 - [c78]Nasim Souly, Concetto Spampinato, Mubarak Shah:
Semi Supervised Semantic Segmentation Using Generative Adversarial Network. ICCV 2017: 5689-5697 - [c77]Francesca Murabito, Simone Palazzo, Concetto Spampinato, Daniela Giordano:
Implicit Vs. Explicit Human Feedback for Interactive Video Object Segmentation. ICIAP Workshops 2017: 131-142 - [c76]Francesca Murabito, Simone Palazzo, Concetto Spampinato, Daniela Giordano:
Generating Knowledge-Enriched Image Annotations for Fine-Grained Visual Classification. ICIAP (1) 2017: 332-344 - [c75]Konstantin Pogorelov, Michael Riegler, Pål Halvorsen, Carsten Griwodz, Thomas de Lange, Kristin Ranheim Randel, Sigrun Losada Eskeland, Duc-Tien Dang-Nguyen, Olga Ostroukhova, Mathias Lux, Concetto Spampinato:
A Comparison of Deep Learning with Global Features for Gastrointestinal Disease Detection. MediaEval 2017 - [c74]Michael Riegler, Konstantin Pogorelov, Pål Halvorsen, Kristin Ranheim Randel, Sigrun Losada Eskeland, Duc-Tien Dang-Nguyen, Mathias Lux, Carsten Griwodz, Concetto Spampinato, Thomas de Lange:
Multimedia for Medicine: The Medico Task at MediaEval 2017. MediaEval 2017 - [c73]Isaak Kavasidis, Simone Palazzo, Concetto Spampinato, Daniela Giordano, Mubarak Shah:
Brain2Image: Converting Brain Signals into Images. ACM Multimedia 2017: 1809-1817 - [c72]Konstantin Pogorelov, Sigrun Losada Eskeland, Thomas de Lange, Carsten Griwodz, Kristin Ranheim Randel, Håkon Kvale Stensland, Duc-Tien Dang-Nguyen, Concetto Spampinato, Dag Johansen, Michael Riegler, Pål Halvorsen:
A Holistic Multimedia System for Gastrointestinal Tract Disease Detection. MMSys 2017: 112-123 - [c71]Konstantin Pogorelov, Kristin Ranheim Randel, Carsten Griwodz, Sigrun Losada Eskeland, Thomas de Lange, Dag Johansen, Concetto Spampinato, Duc-Tien Dang-Nguyen, Mathias Lux, Peter Thelin Schmidt, Michael Riegler, Pål Halvorsen:
KVASIR: A Multi-Class Image Dataset for Computer Aided Gastrointestinal Disease Detection. MMSys 2017: 164-169 - [c70]Konstantin Pogorelov, Kristin Ranheim Randel, Thomas de Lange, Sigrun Losada Eskeland, Carsten Griwodz, Dag Johansen, Concetto Spampinato, Mario Taschwer, Mathias Lux, Peter Thelin Schmidt, Michael Riegler, Pål Halvorsen:
Nerthus: A Bowel Preparation Quality Video Dataset. MMSys 2017: 170-174 - [i4]Nasim Souly, Concetto Spampinato, Mubarak Shah:
Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network. CoRR abs/1703.09695 (2017) - [i3]Francesca Murabito, Concetto Spampinato, Simone Palazzo, Konstantin Pogorelov, Michael Riegler:
Top-Down Saliency Detection Driven by Visual Classification. CoRR abs/1709.05307 (2017) - 2016
- [j25]Daniela Giordano, Isaak Kavasidis, Concetto Spampinato:
Modeling skeletal bone development with hidden Markov models. Comput. Methods Programs Biomed. 124: 138-147 (2016) - [j24]Concetto Spampinato, Vasileios Mezaris, Jacco van Ossenbruggen:
Special issue on multimedia in ecology. Multim. Syst. 22(6): 709-711 (2016) - [j23]Daniela Giordano, Simone Palazzo, Concetto Spampinato:
A diversity-based search approach to support annotation of a large fish image dataset. Multim. Syst. 22(6): 725-736 (2016) - [j22]Concetto Spampinato, Simone Palazzo, Pierre-Hugues Joalland, Sébastien Paris, Hervé Glotin, Katy Blanc, Diane Lingrand, Frédéric Precioso:
Fine-grained object recognition in underwater visual data. Multim. Tools Appl. 75(3): 1701-1720 (2016) - [j21]Concetto Spampinato, Vasileios Mezaris, Marco Cristani:
Special issue on "Fine-grained categorization in ecological multimedia". Pattern Recognit. Lett. 81: 51-52 (2016) - [c69]Alfio Costanzo, Alberto Faro, Daniela Giordano, Concetto Spampinato:
An ontological ubiquitous city information platform provided with Cyber-Physical-Social-Systems. CCNC 2016: 137-144 - [c68]Carmelo Pino, Isaak Kavasidis, Concetto Spampinato:
GeoSentiment: A tool for analyzing geographically distributed event-related sentiments. CCNC 2016: 270-271 - [c67]Alfio Costanzo, Alberto Faro, Daniela Giordano, Concetto Spampinato:
Implementing Cyber Physical social Systems for smart cities: A semantic web perspective. CCNC 2016: 274-275 - [c66]Carmelo Pino, Isaak Kavasidis, Concetto Spampinato:
Assessment and visualization of geographically distributed event-related sentiments by mining social networks and news. CCNC 2016: 354-358 - [c65]Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Julien Champ, Robert Planqué, Simone Palazzo, Henning Müller:
LifeCLEF 2016: Multimedia Life Species Identification Challenges. CLEF 2016: 286-310 - [c64]Michael Riegler, Concetto Spampinato, Martha A. Larson, Carsten Griwodz, Pål Halvorsen:
The MediaEval 2016 Context of Experience Task: Recommending Videos Suiting a Watching Situation. MediaEval 2016 - [c63]Michael Riegler, Mathias Lux, Carsten Griwodz, Concetto Spampinato, Thomas de Lange, Sigrun Losada Eskeland, Konstantin Pogorelov, Wallapak Tavanapong, Peter Thelin Schmidt, Cathal Gurrin, Dag Johansen, Håvard D. Johansen, Pål Halvorsen:
Multimedia and Medicine: Teammates for Better Disease Detection and Survival. ACM Multimedia 2016: 968-977 - [c62]Michael Riegler, Martha A. Larson, Concetto Spampinato, Pål Halvorsen, Mathias Lux, Jonas Markussen, Konstantin Pogorelov, Carsten Griwodz, Håkon Kvale Stensland:
Right inflight?: a dataset for exploring the automatic prediction of movies suitable for a watching situation. MMSys 2016: 45:1-45:6 - [c61]Roberto Di Salvo, Concetto Spampinato, Daniela Giordano:
Generating reliable video annotations by exploiting the crowd. WACV 2016: 1-8 - [p3]Daniela Giordano, Simone Palazzo, Concetto Spampinato:
Fish Detection. Fish4Knowledge 2016: 103-122 - [p2]Daniela Giordano, Simone Palazzo, Concetto Spampinato:
Fish Tracking. Fish4Knowledge 2016: 123-139 - [p1]Jiyin He, Concetto Spampinato, Bastiaan Johannes Boom, Isaak Kavasidis:
Data Groundtruthing and Crowdsourcing. Fish4Knowledge 2016: 207-227 - [i2]Simone Palazzo, Concetto Spampinato, Daniela Giordano:
Gamifying Video Object Segmentation. CoRR abs/1601.00825 (2016) - [i1]Concetto Spampinato, Simone Palazzo, Isaak Kavasidis, Daniela Giordano, Mubarak Shah, Nasim Souly:
Deep Learning Human Mind for Automated Visual Classification. CoRR abs/1609.00344 (2016) - 2015
- [j20]Daniela Giordano, Isaak Kavasidis, Simone Palazzo, Concetto Spampinato:
Nonparametric label propagation using mutual local similarity in nearest neighbors. Comput. Vis. Image Underst. 131: 116-127 (2015) - [j19]Concetto Spampinato, Giovanni Maria Farinella, Bas Boom, Vasileios Mezaris, Margrit Betke, Robert B. Fisher:
Special issue on animal and insect behaviour understanding in image sequences. EURASIP J. Image Video Process. 2015: 1 (2015) - [j18]Marco Aldinucci, Guilherme Peretti Pezzi, Maurizio Drocco, Concetto Spampinato, Massimo Torquati:
Parallel visual data restoration on multi-GPGPUs using stencil-reduce pattern. Int. J. High Perform. Comput. Appl. 29(4): 461-472 (2015) - [c60]Daniela Giordano, Isaak Kavasidis, Simone Palazzo, Concetto Spampinato:
Rejecting False Positives in Video Object Segmentation. CAIP (1) 2015: 100-112 - [c59]Daniela Giordano, Isaak Kavasidis, Concetto Spampinato:
Automatic Summary Creation by Applying Natural Language Processing on Unstructured Medical Records. CAIP (2) 2015: 383-393 - [c58]Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Simone Palazzo, Bob Fisher, Henning Müller:
LifeCLEF 2015: Multimedia Life Species Identification Challenges. CLEF 2015: 462-483 - [c57]Daniela Giordano, Francesca Murabito, Simone Palazzo, Concetto Spampinato:
Superpixel-based video object segmentation using perceptual organization and location prior. CVPR 2015: 4814-4822 - [c56]Michael Riegler, Martha A. Larson, Concetto Spampinato, Jonas Markussen, Pål Halvorsen, Carsten Griwodz:
Introduction to a Task on Context of Experience: Recommending Videos Suiting a Watching Situation. MediaEval 2015 - [c55]Concetto Spampinato, Simone Palazzo, Francesca Murabito, Daniela Giordano:
Using the Eyes to "See" the Objects. ACM Multimedia 2015: 1231-1234 - 2014
- [j17]Marco Aldinucci, Massimo Torquati, Concetto Spampinato, Maurizio Drocco, Claudia Misale, Cristina Calcagno, Mario Coppo:
Parallel stochastic systems biology in the cloud. Briefings Bioinform. 15(5): 798-813 (2014) - [j16]Concetto Spampinato, Isaak Kavasidis, Marco Aldinucci, Carmelo Pino, Daniela Giordano, Alberto Faro:
Discovering biological knowledge by integrating high-throughput data and scientific literature on the cloud. Concurr. Comput. Pract. Exp. 26(10): 1771-1786 (2014) - [j15]Concetto Spampinato, Simone Palazzo, Isaak Kavasidis:
A texton-based kernel density estimation approach for background modeling under extreme conditions. Comput. Vis. Image Underst. 122: 74-83 (2014) - [j14]Concetto Spampinato, Vasileios Mezaris, Benoit Huet, Jacco van Ossenbruggen:
Editorial - Special issue on multimedia in ecology. Ecol. Informatics 23: 1-2 (2014) - [j13]Bastiaan Johannes Boom, Jiyin He, Simone Palazzo, Phoenix X. Huang, Cigdem Beyan, Hsiu-Mei Chou, Fang-Pang Lin, Concetto Spampinato, Robert B. Fisher:
A research tool for long-term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage. Ecol. Informatics 23: 83-97 (2014) - [j12]Concetto Spampinato, Simone Palazzo, Bastiaan Johannes Boom, Jacco van Ossenbruggen, Isaak Kavasidis, Roberto Di Salvo, Fang-Pang Lin, Daniela Giordano, Lynda Hardman, Robert B. Fisher:
Understanding fish behavior during typhoon events in real-life underwater environments. Multim. Tools Appl. 70(1): 199-236 (2014) - [j11]Concetto Spampinato, Bastiaan Johannes Boom, Jiyin He:
MTAP special issue on methods and tools for ground truth collection in multimedia applications. Multim. Tools Appl. 70(1): 409-412 (2014) - [j10]Isaak Kavasidis, Simone Palazzo, Roberto Di Salvo, Daniela Giordano, Concetto Spampinato:
An innovative web-based collaborative platform for video annotation. Multim. Tools Appl. 70(1): 413-432 (2014) - [j9]Concetto Spampinato, Emmanuelle Beauxis-Aussalet, Simone Palazzo, Cigdem Beyan, Jacco van Ossenbruggen, Jiyin He, Bas Boom, Xuan Huang:
A rule-based event detection system for real-life underwater domain. Mach. Vis. Appl. 25(1): 99-117 (2014) - [c54]Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Robert B. Fisher, Henning Müller:
LifeCLEF 2014: Multimedia Life Species Identification Challenges. CLEF 2014: 229-249 - [c53]Concetto Spampinato, Simone Palazzo, Bas Boom, Robert B. Fisher:
Overview of the LifeCLEF 2014 Fish Task. CLEF (Working Notes) 2014: 616-624 - [c52]Daniela Giordano, Simone Palazzo, Concetto Spampinato:
Kernel Density Estimation Using Joint Spatial-Color-Depth Data for Background Modeling. ICPR 2014: 4388-4393 - [c51]Concetto Spampinato, Simone Palazzo:
PeRCeiVe Lab@UNICT at MediaEval 2014 Diverse Images: Random Forests for Diversity-based Clustering. MediaEval 2014 - [c50]Alexis Joly, Henning Müller, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Andreas Rauber, Pierre Bonnet, Willem-Pier Vellinga, Robert B. Fisher, Robert Planqué:
LifeCLEF: Multimedia life species identification. EMR@ICMR 2014: 7-13 - [c49]Alexis Joly, Hervé Goëau, Pierre Bonnet, Concetto Spampinato, Hervé Glotin, Andreas Rauber, Willem-Pier Vellinga, Robert B. Fisher, Henning Müller:
Are Species Identification Tools Biodiversity-friendly? MAED@MM 2014: 31-36 - [c48]Concetto Spampinato, Vasileios Mezaris, Marco Cristani:
Summary Abstract for the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data. ACM Multimedia 2014: 1261-1262 - [c47]Simone Palazzo, Concetto Spampinato, Daniela Giordano:
Large Scale Data Processing in Ecology: A Case Study on Long-Term Underwater Video Monitoring. PDP 2014: 312-316 - [e4]Concetto Spampinato, Vasileios Mezaris, Marco Cristani:
Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data, MAED '14, Orlando, Florida, USA, November 7, 2014. ACM 2014, ISBN 978-1-4503-3123-4 [contents] - 2013
- [j8]Stefan Dietze, Eleni Kaldoudi, Nikolas Dovrolis, Daniela Giordano, Concetto Spampinato, Maurice Hendrix, Aristidis Protopsaltis, Davide Taibi, Hong Qing Yu:
Socio-semantic Integration of Educational Resources - the Case of the mEducator Project. J. Univers. Comput. Sci. 19(11): 1543-1569 (2013) - [c46]Isaak Kavasidis, Concetto Spampinato, Daniela Giordano:
Generation of Ground Truth for Object Detection While Playing an Online Game: Productive Gaming or Recreational Working? CVPR Workshops 2013: 694-699 - [c45]Simone Palazzo, Isaak Kavasidis, Concetto Spampinato:
Covariance based modeling of underwater scenes for fish detection. ICIP 2013: 1481-1485 - [c44]Emma Beauxis-Aussalet, Simone Palazzo, Gayathri Nadarajan, Elvira Arslanova, Concetto Spampinato, Lynda Hardman:
A video processing and data retrieval framework for fish population monitoring. MAED@ACM Multimedia 2013: 15-20 - [c43]Concetto Spampinato, Vasileios Mezaris, Jacco van Ossenbruggen:
Summary abstract for the 2nd ACM international workshop on multimedia analysis for ecological data. ACM Multimedia 2013: 1101-1102 - [e3]Concetto Spampinato, Vasileios Mezaris, Jacco van Ossenbruggen:
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, MAED@ACM Multimedia 2013, Barcelona, Spain, October 22, 2013. ACM 2013, ISBN 978-1-4503-2401-4 [contents] - [e2]Concetto Spampinato, Bas Boom, Benoit Huet:
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications, VIGTA@ICVS 2013, St. Petersburg, Russia, July 15, 2013. ACM 2013, ISBN 978-1-4503-2169-3 [contents] - 2012
- [j7]Alberto Faro, Daniela Giordano, Concetto Spampinato:
Combining literature text mining with microarray data: advances for system biology modeling. Briefings Bioinform. 13(1): 61-82 (2012) - [j6]Daniela Giordano, Isaak Kavasidis, Concetto Spampinato, R. Bella, G. Pennisi, Manuela Pennisi:
An integrated computer-controlled system for assisting researchers in cortical excitability studies by using transcranial magnetic stimulation. Comput. Methods Programs Biomed. 107(1): 4-15 (2012) - [c42]Concetto Spampinato, Bas Boom, Jiyin He:
First International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications. AVI 2012: 812-814 - [c41]Concetto Spampinato, Daniela Giordano, Isaak Kavasidis, Sebastiano Milardo:
BioWizard: Discovering and validating associations between biological entities by integrated analysis of scientific literature and experimental data. CBMS 2012: 1-6 - [c40]Daniela Giordano, Isaak Kavasidis, Carmelo Pino, Concetto Spampinato:
Content based recommender system by using eye gaze data. ETRA 2012: 369-372 - [c39]Giuseppe Santoro, Carmelo Pino, Concetto Spampinato:
A Feature Model Configuration for Multimedia Applications by an OWL-based Approach. FedCSIS 2012: 263-268 - [c38]Alfio Costanzo, Alberto Faro, Daniela Giordano, Concetto Spampinato:
Implementing Ubiquitous Services with Ontologies: Methodology and Case Study. FedCSIS 2012: 911-914 - [c37]Alfio Costanzo, Alberto Faro, Daniela Giordano, Concetto Spampinato:
Context Aware Services for Mobile Users: JQMobile vs Flash Builder Implementations . FedCSIS 2012: 1185-1192 - [c36]Concetto Spampinato, Simone Palazzo, Daniela Giordano:
Evaluation of tracking algorithm performance without ground-truth data. ICIP 2012: 1345-1348 - [c35]Concetto Spampinato, Simone Palazzo:
Enhancing object detection performance by integrating motion objectness and perceptual organization. ICPR 2012: 3640-3643 - [c34]Marco Aldinucci, Concetto Spampinato, Maurizio Drocco, Massimo Torquati, Simone Palazzo:
A parallel edge preserving algorithm for salt and pepper image denoising. IPTA 2012: 97-104 - [c33]Concetto Spampinato, Carmelo Pino, Daniela Giordano, Rosalia Leonardi:
Automatic 3D segmentation of mandible for assessment of facial asymmetry. MeMeA 2012: 1-4 - [c32]Concetto Spampinato, Simone Palazzo:
Hidden Markov Models for detecting anomalous fish trajectories in underwater footage. MLSP 2012: 1-6 - [c31]Simone Palazzo, Concetto Spampinato, Cigdem Beyan:
Event detection in underwater domain by exploiting fish trajectory clustering. MAED@ACM Multimedia 2012: 31-36 - [c30]Concetto Spampinato, Vasileios Mezaris, Jacco van Ossenbruggen:
Multimedia analysis for ecological data. ACM Multimedia 2012: 1507-1508 - [c29]Isaak Kavasidis, Simone Palazzo, Roberto Di Salvo, Daniela Giordano, Concetto Spampinato:
A semi-automatic tool for detection and tracking ground truth generation in videos. VIGTA@AVI 2012: 6 - [c28]Concetto Spampinato, Simone Palazzo, Daniela Giordano, Isaak Kavasidis, Fang-Pang Lin, Yun-Te Lin:
Covariance based Fish Tracking in Real-life Underwater Environment. VISAPP (2) 2012: 409-414 - [c27]Alfio Costanzo, Alberto Faro, Concetto Spampinato:
Using Horn Clauses and Fuzzy Logic to Provide Location Intelligence Services to Mobile Users: An Implementation Account. WEBIST (Selected Papers) 2012: 363-381 - [c26]Alfio Costanzo, Alberto Faro, Concetto Spampinato:
Location Intelligence Services for Mobiles using Ruby on Rails and JQueryMobile. WEBIST 2012: 763-771 - [e1]Concetto Spampinato, Vasileios Mezaris, Jacco van Ossenbruggen:
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, MAED@ACM Multimedia 2012, Nara, Japan, November 2, 2012. ACM 2012, ISBN 978-1-4503-1588-3 [contents] - 2011
- [j5]Alberto Faro, Daniela Giordano, Concetto Spampinato, Simona Ullo, Angela Di Stefano:
Basal Ganglia Activity Measurement by Automatic 3-D Striatum Segmentation in SPECT Images. IEEE Trans. Instrum. Meas. 60(10): 3269-3280 (2011) - [j4]Alberto Faro, Daniela Giordano, Concetto Spampinato:
Adaptive Background Modeling Integrated With Luminosity Sensors and Occlusion Processing for Reliable Vehicle Detection. IEEE Trans. Intell. Transp. Syst. 12(4): 1398-1412 (2011) - [c25]Daniela Giordano, Carmelo Pino, Concetto Spampinato, Marco Fargetta, Angela Di Stefano:
Nuclear Medicine Image Management System for Storage and Sharing by using Grid Services and Semantic Web. HEALTHINF 2011: 80-86 - [c24]Daniela Giordano, Carmelo Pino, Concetto Spampinato, Marco Fargetta, Angela Di Stefano:
A Semantic-Based Platform for Medical Image Storage and Sharing Using the Grid. BIOSTEC (Selected Papers) 2011: 353-364 - [c23]Daniela Giordano, Isaak Kavasidis, Carmelo Pino, Concetto Spampinato:
A semantic-based and adaptive architecture for automatic multimedia retrieval composition. CBMI 2011: 181-186 - [c22]Alberto Faro, Daniela Giordano, Concetto Spampinato, Rosalia Leonardi:
A learning tool for assessing skeletal bone age in radiology. CBMS 2011: 1-6 - [c21]Daniela Giordano, Carmelo Pino, Concetto Spampinato, Massimo Di Pietro, Alfredo Reibaldi:
Eye tracker based method for quantitative analysis of pathological nystagmus. CBMS 2011: 1-6 - [c20]Daniela Giordano, Isaak Kavasidis, Concetto Spampinato:
Adaptive Local Contrast Enhancement Combined with 2D Discrete Wavelet Transform for Mammographic Mass Detection and Classification. DICTAP (1) 2011: 209-218 - [c19]Flavio Cannavo, Concetto Spampinato, Daniela Giordano, Fatima Rubio da Costa, Silvia Nunnari:
Detection of Active Regions in Solar Images Using Visual Attention. DICTAP (1) 2011: 231-241 - [c18]Daniela Giordano, Isaak Kavasidis, Concetto Spampinato, Panagiotis D. Bamidis:
Developing controlled Vocabularies for educational Resources Sharing: a Case Study. Linked Learning@ESWC 2011 - [c17]Gayathri Nadarajan, Yun-Heh Chen-Burger, Robert B. Fisher, Concetto Spampinato:
A flexible system for automated composition of intelligent video analysis. ISPA 2011: 259-264 - [c16]Alberto Faro, Concetto Spampinato:
Implementing ITS 3.0 Applications by Integrating Ruby on Rails, Sesame and Protegè Technologies. SITIS 2011: 62-68 - 2010
- [j3]Daniela Giordano, Concetto Spampinato, Giacomo Scarciofalo, Rosalia Leonardi:
An Automatic System for Skeletal Bone Age Measurement by Robust Processing of Carpal and Epiphysial/Metaphysial Bones. IEEE Trans. Instrum. Meas. 59(10): 2539-2553 (2010) - [c15]Alberto Faro, Daniela Giordano, Concetto Spampinato, Davide De Tommaso, Simona Ullo:
An interactive interface for remote administration of clinical tests based on eye tracking. ETRA 2010: 69-72 - [c14]Alberto Faro, Daniela Giordano, Carmelo Pino, Concetto Spampinato:
Visual attention for implicit relevance feedback in a content based image retrieval. ETRA 2010: 73-76 - [c13]Concetto Spampinato, Daniela Giordano, Roberto Di Salvo, Yun-Heh Jessica Chen-Burger, Robert B. Fisher, Gayathri Nadarajan:
Automatic fish classification for underwater species behavior understanding. ARTEMIS@ACM Multimedia 2010: 45-50
2000 – 2009
- 2009
- [j2]Alberto Faro, Daniela Giordano, Francesco Maiorana, Concetto Spampinato:
Discovering Genes-Diseases Associations From Specialized Literature Using the Grid. IEEE Trans. Inf. Technol. Biomed. 13(4): 554-560 (2009) - [c12]Concetto Spampinato:
Adaptive Objects Tracking by Using Statistical Features Shape Modeling and Histogram Analysis. ICAPR 2009: 270-273 - 2008
- [j1]Alberto Faro, Daniela Giordano, Concetto Spampinato:
Evaluation of the Traffic Parameters in a Metropolitan Area by Fusing Visual Perceptions and CNN Processing of Webcam Images. IEEE Trans. Neural Networks 19(6): 1108-1129 (2008) - [c11]Concetto Spampinato, Massimiliano Nicotra, Armando Travaglianti:
Analysis of Focuses of Attention Distribution for a Novel Face Recognition System. BIOSIGNALS (2) 2008: 224-230 - [c10]Concetto Spampinato, Yun-Heh Chen-Burger, Gayathri Nadarajan, Robert B. Fisher:
Detecting, Tracking and Counting Fish in Low Quality Unconstrained Underwater Videos. VISAPP (2) 2008: 514-519 - [c9]Antonino Crisafi, Daniela Giordano, Concetto Spampinato:
GRIPLAB 1.0: Grid Image Processing Laboratory for Distributed Machine Vision Applications. WETICE 2008: 188-191 - 2006
- [c8]Alberto Faro, Daniela Giordano, Concetto Spampinato:
An Automated Tool for Face Recognition using Visual Attention and Active Shape Models Analysis. EMBC 2006: 4848-4852 - [c7]Alberto Faro, Daniela Giordano, Concetto Spampinato:
A Multi-Facets Analysis of the Driver Status by EEG and Fuzzy Hardware Processing. EMBC 2006: 6095-6100 - [c6]Daniela Giordano, Rosalia Leonardi, Francesco Maiorana, Concetto Spampinato:
Cellular Neural Networks and Dynamic Enhancement for Cephalometric Landmarks Detection. ICAISC 2006: 768-777 - [c5]Flavio Cannavó, Giuseppe Nunnari, Daniela Giordano, Concetto Spampinato:
Variational Method for Image Denoising by Distributed Genetic Algorithms on GRID Environment. WETICE 2006: 227-232 - [c4]Vincenzo Nicosia, Concetto Spampinato, Corrado Santoro:
Software Agents for Autonomous Robots: the Eurobot 2006 Experience. WOA 2006 - 2005
- [c3]Alberto Faro, Daniela Giordano, Manuela Pennisi, Giacomo Scarciofalo, Concetto Spampinato, Francesco Tramontana:
Transcranial Magnetic Stimulation (TMS) to Evaluate and Classify Mental Diseases Using Neural Networks. AIME 2005: 310-314 - [c2]Alberto Faro, Daniela Giordano, Manuela Pennisi, Giacomo Scarciofalo, Concetto Spampinato, Francesco Tramontana:
A Fuzzy System to Analyze SIVD Diseases Using the Transcranial Magnetic Stimulation. WEC (2) 2005: 31-34 - 2004
- [c1]Alberto Faro, Daniela Giordano, Concetto Spampinato:
Soft-Computing Agents Processing Webcam Images to Optimize Metropolitan Traffic Systems. ICCVG 2004: 968-974
Coauthor Index
[j48] [j46] [j44] [c133] [i39] [c121] [c119] [c116] [i35] [i34] [c111] [c106] [i19] [j34] [j33] [j32] [c98] [j30] [j29] [c94] [c90] [c89] [c88] [i10] [i9] [i8] [c86] [c85] [j28] [c84] [i7] [i6] [i5] [j27] [j26] [c82] [c80] [c79] [c77] [c76] [c73] [j25] [j23] [c69] [c67] [c61] [p3] [p2] [i2] [i1] [j20] [c60] [c59] [c57] [c55] [j16] [j12] [j10] [c52] [c47] [j8] [c46] [j7] [j6] [c41] [c40] [c38] [c37] [c36] [c33] [c29] [c28] [j5] [j4] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [j3] [c15] [c14] [c13] [j2] [j1] [c9] [c8] [c7] [c6] [c5] [c3] [c2] [c1]
[e5] [j49] [j48] [j47] [j46] [j44] [c136] [c135] [c134] [c133] [c132] [c131] [c128] [c127] [c126] [c125] [c123] [c122] [i51] [i50] [i49] [i48] [i47] [i45] [i42] [i41] [i40] [i39] [j41] [j40] [c121] [c120] [c118] [c117] [c116] [c115] [c113] [i38] [i36] [i35] [i34] [i33] [i32] [i30] [i26] [j38] [c112] [c111] [c108] [c106] [i23] [i22] [i21] [i20] [i19] [i18] [j36] [j34] [j33] [j32] [c102] [c101] [c98] [c96] [i16] [i14] [i12] [j30] [j29] [c94] [c90] [c89] [c88] [i10] [i9] [i8] [c86] [c85] [p4] [j28] [c84] [i5] [j27] [j26] [c81] [c80] [c79] [c77] [c76] [c73] [i3] [j23] [j22] [c65] [p3] [p2] [i2] [i1] [j20] [c60] [c58] [c57] [c55] [j15] [j13] [j12] [j10] [j9] [c53] [c52] [c51] [c47] [c45] [c44] [c36] [c35] [c34] [c32] [c31] [c29] [c28]
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