Aggelos K. Katsaggelos

775 papers A* 8A 15B 111C 26Misc 62Journal 343Unranked 203

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automatic Question Generation for Intuitive Learning Utilizing Causal Graph Guided Chain of Thought Reasoning. CoRR Nicholas X. Wang, Neel V. Parpia, Aaryan D. Parikh, Aggelos K. Katsaggelos
2026	J	`jnl`	Hallucination-Free Automatic Question & Answer Generation for Intuitive Learning. CoRR Nicholas X. Wang, Aggelos K. Katsaggelos
2026	J	`jnl`	JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge. IEEE Trans. Medical Imaging Yeganeh Madadi, Hina Raja, Koenraad A. Vermeer, Hans G. Lemij, Xiaoqin Huang, Eunjin Kim, Seunghoon Lee, Gitaek Kwon, Hyunwoo Kim, Jaeyoung Kim, Adrian Galdran, Miguel Ángel González Ballester, Dan Presil, Kristhian Aguilar, Victor Cavalcante, Celso B. Carvalho, Waldir Sabino da Silva Júnior, Mateus Oliveira, Hui Lin, Charilaos Apostolidis, Aggelos K. Katsaggelos, Tomasz Kubrak, Ángela Casado-García, Jónathan Heras, Marcos Ortega, Lucía Ramos, Philippe Zhang, Yihao Li, Jing Zhang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho, Madukuri Shaurya, Anumeha Varma, Monika Agrawal, Siamak Yousefi
2026	J	`jnl`	Probabilistic smooth attention for deep multiple instance learning in medical imaging. Pattern Recognit. Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
2026	Misc	`conf`	User-Preference-Aligned Automatic Question Generation. ICNC Nicholas X. Wang, Aggelos K. Katsaggelos
2025	—	`conf`	Adaptive X-Ray Fluorescence Image Sampling of Artworks VIA Self-Supervised Learning. ICIPW Henry Chopp, Oscar Depp, Matthias Alfeld, Aggelos K. Katsaggelos
2025	J	`jnl`	Advancing Limited-Angle CT Reconstruction Through Diffusion-Based Sinogram Completion. CoRR Jiaqi Guo, Santiago Lopez Tapia, Aggelos K. Katsaggelos
2025	J	`jnl`	Automatic Camera Movement Generation With Enhanced Immersion for Virtual Cinematography. IEEE Trans. Multim. Xinyi Wu, Haohong Wang, Aggelos K. Katsaggelos
2025	J	`jnl`	CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement. CoRR Yijie Li, Hewei Wang, Aggelos K. Katsaggelos
2025	—	`conf`	Caption-Driven Explainability: Probing CNNS for Bias Via Clip. ICIPW Patrick Koller, Amil V. Dravid, Guido M. Schuster, Aggelos K. Katsaggelos
2025	J	`jnl`	Caption-Driven Explainability: Probing CNNs for Bias via CLIP. CoRR Patrick Koller, Amil V. Dravid, Guido M. Schuster, Aggelos K. Katsaggelos
2025	J	`jnl`	Computationally Efficient Implicit Training Strategy for Unrolled Networks (IMUNNE): A Preliminary Analysis Using Accelerated Real-Time Cardiac Cine MRI. IEEE Trans. Biomed. Eng. Nikolay Iakovlev, Florian Schiffers, Santiago Lopez Tapia, Daming Shen, Kyungpyo Hong, Michael Markl, Daniel C. Lee, Aggelos K. Katsaggelos, Daniel Kim
2025	—	`conf`	Deep Bayesian Blind Color Deconvolution Using a Gaussian Scale Mixture Prior. EUSIPCO Francisco M. Castro-Macías, Miguel Vega, Fernando Pérez-Bueno, Rafael Molina, Aggelos K. Katsaggelos
2025	J	`jnl`	Discrete, recurrent, and scalable patterns in non-operant judgement underlie affective picture ratings. Cogn. Process. Leandros Stefanopoulos, Byoung-Woo Kim, John Sheppard, Emanuel A. Azcona, Nicole L. Vike, Sumra Bari, Shamal Lalvani, Sean Woodward, Nicos Maglaveras, Martin Block, Aggelos K. Katsaggelos, Hans C. Breiter
2025	—	`conf`	Drl-Stnet⁺⁺ Uncertainty-Aware Self-Training For Cross-Modality Segmentation With Generative Translation. ICIPW Hui Lin, Daniel Kim, Aggelos K. Katsaggelos
2025	—	`conf`	Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor. ISBI Jiaqi Guo, Yunnan Wu, Evangelos Kaimakamis, Georgios Petmezas, Vasileios E. Papageorgiou, Nicos Maglaveras, Aggelos K. Katsaggelos
2025	J	`jnl`	Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor. CoRR Jiaqi Guo, Yunnan Wu, Evangelos Kaimakamis, Georgios Petmezas, Vasileios E. Papageorgiou, Nicos Maglaveras, Aggelos K. Katsaggelos
2025	J	`jnl`	Emulators for stellar profiles in binary population modeling. Astron. Comput. Elizabeth Teng, Ugur Demir, Zoheyr Doctor, Philipp M. Srivastava, Shamal Lalvani, Vicky Kalogera, Aggelos K. Katsaggelos, Jeff J. Andrews, Simone S. Bavera, Max M. Briel, Seth Gossage, Konstantinos Kovlakas, Matthias U. Kruckow, Kyle Akira Rocha, Meng Sun, Zepei Xing, Emmanouil Zapartas
2025	J	`jnl`	Enhanced heart failure mortality prediction through model-independent hybrid feature selection and explainable machine learning. J. Biomed. Informatics Georgios Petmezas, Vasileios E. Papageorgiou, Vassilios Vassilikos, Efstathios Pagourelias, Dimitrios Tachmatzidis, George Tsaklidis, Aggelos K. Katsaggelos, Nicos Maglaveras
2025	—	`conf`	Hallucination-Free Automatic Question & Answer Generation for Intuitive Learning. ICIPW Nicholas X. Wang, Aggelos K. Katsaggelos
2025	J	`jnl`	Harmony-Aware Music-driven Motion Synthesis with Perceptual Constraint on UGC Datasets. CoRR Xinyi Wu, Haohong Wang, Aggelos K. Katsaggelos
2025	J	`jnl`	LCNet: Lightweight Cycle Network Driven by Physical and Deep Prior for Compressed Sensing. IEEE Trans. Multim. Shuowen Yang, Fernando Pérez-Bueno, Hanlin Qin, Rafael Molina, Aggelos K. Katsaggelos
2025	J	`jnl`	Lessons From Two Roundtables on Artificial Intelligence and Signal Processing Education: Addressing the emergence of a new era and a new discipline [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]. IEEE Signal Process. Mag. Andres Kwasinski, Marios S. Pattichis, Alan Bovik, Edward J. Delp, Aggelos K. Katsaggelos, Anna Scaglione, Sharon Gannot, Andreas Spanias, Gene Cheung, Martin Haardt, José M. F. Moura
2025	Misc	`conf`	Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning. ICASSP Hui Lin, Jiyang Li, Ramy Hussein, Xin Sui, Xiaoyu Li, Guangpu Zhu, Aggelos K. Katsaggelos, Zijing Zeng, Yelei Li
2025	A*	`conf`	Multi-Modal Hand-to-Mouth Gesture Recognition in Activity-Oriented RGB-Thermal Footage (Student Abstract). AAAI Glenn Fernandes, Meixi Lu, Farzad Shahabi, Jiayi Zheng, Aggelos K. Katsaggelos, Nabil Alshurafa
2025	J	`jnl`	Novel Self-Calibrated Threshold-Free Probabilistic Fibrosis Signature Technique for 3D Late Gadolinium Enhancement MRI. IEEE Trans. Biomed. Eng. Mehri Mehrnia, Eugene G. Kholmovski, Aggelos K. Katsaggelos, Daniel Kim, Rod S. Passman, Mohammed S. M. ElBaz
2025	J	`jnl`	Physics-Informed Image Restoration via Progressive PDE Integration. CoRR Shamika Likhite, Santiago López-Tapia, Aggelos K. Katsaggelos
2025	J	`jnl`	Probabilistic smooth attention for deep multiple instance learning in medical imaging. CoRR Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
2025	Misc	`conf`	Rethinking Video Generation: Overcoming the Limits of Pretrained Models. ICNC Ugur Demir, Charlotte Lynn Chen, Anthony Zhao, Nicholas X. Wang, Michelle Wang, Derek Li, Aggelos K. Katsaggelos
2025	J	`jnl`	ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI. CoRR Neda Tavakoli, Amir Ali Rahsepar, Brandon C. Benefield, Daming Shen, Santiago López-Tapia, Florian Schiffers, Jeffrey J. Goldberger, Christine M. Albert, Edwin Wu, Aggelos K. Katsaggelos, Daniel C. Lee, Daniel Kim
2025	J	`jnl`	Spatially-Aware Loss Functions for GAN-Driven Super-Resolution. IEEE Access Xijun Wang, Santiago López-Tapia, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos
2025	J	`jnl`	THOR: Thermal-Guided Hand-Object Reasoning via Adaptive Vision Sampling. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Soroush Shahi, Farzad Shahabi, Rama Naboulsi, Glenn Fernandes, Aggelos K. Katsaggelos, Nabil Alshurafa
2025	J	`jnl`	THOR: Thermal-guided Hand-Object Reasoning via Adaptive Vision Sampling. CoRR Soroush Shahi, Farzad Shahabi, Rama Nabulsi, Glenn Fernandes, Aggelos K. Katsaggelos, Nabil Alshurafa
2025	J	`jnl`	The Future of Artificial Intelligence and the Mathematical and Physical Sciences (AI+MPS). CoRR Andrew Ferguson, Marisa Lafleur, Lars Ruthotto, Jesse Thaler, Yuan-Sen Ting, Pratyush Tiwary, Soledad Villar, E. Paulo Alves, Jeremy Avigad, Simon Billinge, Camille L. Bilodeau, Keith Brown, Emmanuel J. Candès, Arghya Chattopadhyay, Bingqing Cheng, Jonathan Clausen, Connor W. Coley, Andrew J. Connolly, Fred Daum, Sijia S. Dong, Chrisy Xiyu Du, Cora Dvorkin, Cristiano Fanelli, Eric B. Ford, Luis Manuel Frutos, Nicolás García Trillos, Cecilia Garraffo, Robert Ghrist, Rafael Gómez-Bombarelli, Gianluca Guadagni, Sreelekha Guggilam, Sergei Gukov, Juan B. Gutierrez, Salman Habib, Johannes Hachmann, Boris Hanin, Philip C. Harris, Murray Holland, Elizabeth Holm, Hsin-Yuan Huang, Shih-Chieh Hsu, Nick Jackson, Olexandr Isayev, Heng Ji, Aggelos K. Katsaggelos, Jeremy Kepner, Yannis G. Kevrekidis, Michelle P. Kuchera, J. Nathan Kutz, Branislava Lalic, Ann Lee, Matt LeBlanc, Josiah Lim, Rebecca Lindsey, Yongmin Liu, Peter Y. Lu, Sudhir Malik, Vuk Mandic, Vidya B. Manian, Emeka P. Mazi, Pankaj Mehta, Peter Melchior, Brice Ménard, Jennifer Ngadiuba, Stella Offner, Elsa Olivetti, Shyue Ping Ong, Christopher Rackauckas, Philippe Rigollet, Chad Risko, Philip Romero, Grant M. Rotskoff, Brett Savoie, Uros Seljak, David Shih, Gary Shiu, Dima Shlyakhtenko, Eva Silverstein, Taylor Sparks, Thomas Strohmer, Christopher Stubbs, Stephen Thomas, Suriyanarayanan Vaikuntanathan, René Vidal, Francisco Villaescusa-Navarro, Gregory Voth, Benjamin Wandelt, Rachel Ward, Melanie Weber, Risa Wechsler, Stephen Whitelam, Olaf Wiest, Mike Williams, Zhuoran Yang, Yaroslava G. Yingling, Bin Yu, Shuwen Yue, Ann Zabludoff, Huimin Zhao, Tong Zhang
2025	J	`jnl`	Using Variational Autoencoders for Out of Distribution Detection in Histological Multiple Instance Learning. IEEE Access Francisco Javier Sáez-Maldonado, Luz García, Lee A. D. Cooper, Jeffery A. Goldstein, Rafael Molina, Aggelos K. Katsaggelos
2025	J	`jnl`	Vision-Language Enhanced Foundation Model for Semi-supervised Medical Image Segmentation. CoRR Jiaqi Guo, Mingzhen Li, Hanyu Su, Santiago López, Lexiaozi Fan, Daniel Kim, Aggelos K. Katsaggelos
2025	—	`conf`	When Event-Based Shape from Polarization Meets Spiking Neural Networks. CAI Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt
2024	J	`jnl`	A General Method to Incorporate Spatial Information into Loss Functions for GAN-based Super-resolution Models. CoRR Xijun Wang, Santiago López-Tapia, Alice Lucas, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos
2024	J	`jnl`	A Joint Intensity-Neuromorphic Event Imaging System With Bandwidth-Limited Communication Channel. IEEE Trans. Neural Networks Learn. Syst. Srutarshi Banerjee, Henry H. Chopp, Jianping Zhang, Zihao W. Wang, Peng Kang, Oliver Cossairt, Aggelos K. Katsaggelos
2024	J	`jnl`	A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters. Expert Syst. Appl. Yunan Wu, Bruno Miguel Machado Rocha, Evangelos Kaimakamis, Grigorios-Aris Cheimariotis, Georgios Petmezas, Evangelos Chatzis, Vassilis Kilintzis, Leandros Stefanopoulos, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva, Serafeim Kotoulas, Militsa Bitzani, Aggelos K. Katsaggelos, Nicos Maglaveras
2024	J	`jnl`	An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection. Expert Syst. Appl. Jose Pérez-Cano, Yunan Wu, Arne Schmidt, Miguel López-Pérez, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos
2024	J	`jnl`	Automated Adaptive Cinematography for User Interaction in Open World. IEEE Trans. Multim. Zixiao Yu, Xinyi Wu, Haohong Wang, Aggelos K. Katsaggelos, Jian Ren
2024	—	`conf`	Avian Activity Classification Using Recurrent Networks to Fuse Videos with Metadata on Imbalanced Datasets. ICCAI Xijun Wang, Adam Szymanski, Yuki Hamada, Aggelos K. Katsaggelos
2024	J	`jnl`	BCD-net: Stain separation of histological images using deep variational Bayesian blind color deconvolution. Digit. Signal Process. Shuowen Yang, Fernando Pérez-Bueno, Francisco M. Castro-Macías, Rafael Molina, Aggelos K. Katsaggelos
2024	B	`conf`	Bayesian Blind Image Deconvolution using an Hyperbolic-Secant prior. ICIP Francisco M. Castro-Macías, Fernando Pérez-Bueno, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2024	—	`conf`	Blind Color Deconvolution and Classification of Histological Images Using the Hyperbolic Secant Prior. ISBI Francisco M. Castro-Macías, Fernando Pérez-Bueno, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2024	—	`conf`	Brighteye: Glaucoma Screening with Color Fundus Photographs Based on Vision Transformer. ISBI Hui Lin, Charilaos Apostolidis, Aggelos K. Katsaggelos
2024	J	`jnl`	Brighteye: Glaucoma Screening with Color Fundus Photographs based on Vision Transformer. CoRR Hui Lin, Charilaos Apostolidis, Aggelos K. Katsaggelos
2024	A	`conf`	CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement. BMVC Yijie Li, Hewei Wang, Aggelos K. Katsaggelos
2024	—	`conf`	Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave Glitches. CVPR Workshops Yi Li, Yunan Wu, Aggelos K. Katsaggelos
2024	J	`jnl`	Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave Glitches. CoRR Yi Li, Yunan Wu, Aggelos K. Katsaggelos
2024	—	`conf`	DRL-STNet: Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation via Disentangled Representation Learning. FLARE@MICCAI Hui Lin, Florian Schiffers, Santiago López-Tapia, Neda Tavakoli, Daniel Kim, Aggelos K. Katsaggelos
2024	J	`jnl`	DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning. CoRR Hui Lin, Florian Schiffers, Santiago López-Tapia, Neda Tavakoli, Daniel Kim, Aggelos K. Katsaggelos
2024	J	`jnl`	Development of a Miniaturized Mechanoacoustic Sensor for Continuous, Objective Cough Detection, Characterization and Physiologic Monitoring in Children With Cystic Fibrosis. IEEE J. Biomed. Health Informatics Andreas Tzavelis, John Palla, Radhika Mathur, Brittany Bedford, Yung-Hsuan Wu, Jacob Trueb, Hee-Sup Shin, Hany M. Arafa, Hyoyoung Jeong, Wei Ouyang, Jay Young Kwak, Jennifer Chiang, Sydney Schulz, Tina M. Carter, Vittobai Rangaraj, Aggelos K. Katsaggelos, Susanna A. McColley, John A. Rogers
2024	J	`jnl`	Emulators for stellar profiles in binary population modeling. CoRR Elizabeth Teng, Ugur Demir, Zoheyr Doctor, Philipp M. Srivastava, Shamal Lalvani, Vicky Kalogera, Aggelos K. Katsaggelos, Jeff J. Andrews, Simone S. Bavera, Max M. Briel, Seth Gossage, Konstantinos Kovlakas, Matthias U. Kruckow, Kyle Akira Rocha, Meng Sun, Zepei Xing, Emmanouil Zapartas
2024	—	`conf`	Explainable Transformer Prototypes for Medical Diagnoses. ISBI Ugur Demir, Debesh Jha, Zheyuan Zhang, Elif Keles, Bradley D. Allen, Aggelos K. Katsaggelos, Ulas Bagci
2024	J	`jnl`	Explainable Transformer Prototypes for Medical Diagnoses. CoRR Ugur Demir, Debesh Jha, Zheyuan Zhang, Elif Keles, Bradley D. Allen, Aggelos K. Katsaggelos, Ulas Bagci
2024	J	`jnl`	Focused Active Learning for Histopathological Image Classification. CoRR Arne Schmidt, Pablo Morales-Álvarez, Lee A. D. Cooper, Lee A. Newberg, Andinet Enquobahrie, Aggelos K. Katsaggelos, Rafael Molina
2024	J	`jnl`	Focused active learning for histopathological image classification. Medical Image Anal. Arne Schmidt, Pablo Morales-Álvarez, Lee A. D. Cooper, Lee A. Newberg, Andinet Enquobahrie, Rafael Molina, Aggelos K. Katsaggelos
2024	—	`conf`	GenSegNet: Leveraging Synthetic Sequences and Pseudo Labels for Multi-sequence Myocardial Pathology Segmentation. CARE@MICCAI Hui Lin, Neda Tavakoli, Florian Schiffers, Santiago López-Tapia, Daniel Kim, Aggelos K. Katsaggelos
2024	J	`jnl`	HabitSense: A Privacy-Aware, AI-Enhanced Multimodal Wearable Platform for mHealth Applications. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Glenn Fernandes, Jiayi Zheng, Mahdi Pedram, Christopher Romano, Farzad Shahabi, Blaine Rothrock, Thomas Cohen, Helen Zhu, Tanmeet S. Butani, Josiah D. Hester, Aggelos K. Katsaggelos, Nabil Alshurafa
2024	J	`jnl`	Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection. Artif. Intell. Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
2024	J	`jnl`	Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection. CoRR Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
2024	J	`jnl`	Identifying Defects without a priori Knowledge in a Room-Temperature Semiconductor Detector Using Physics Inspired Machine Learning Model. Sensors Srutarshi Banerjee, Miesher Rodrigues, Manuel Ballester, Alexander Hans Vija, Aggelos K. Katsaggelos
2024	J	`jnl`	Learning from crowds for automated histopathological image segmentation. Comput. Medical Imaging Graph. Miguel López-Pérez, Pablo Morales-Álvarez, Lee A. D. Cooper, Christopher Felicelli, Jeffery A. Goldstein, Brian Vadasz, Rafael Molina, Aggelos K. Katsaggelos
2024	J	`jnl`	Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning. CoRR Hui Lin, Jiyang Li, Ramy Hussein, Xin Sui, Xiaoyu Li, Guangpu Zhu, Aggelos K. Katsaggelos, Zijing Zeng, Yelei Li
2024	J	`jnl`	RN-SDEs: Limited-Angle CT Reconstruction with Residual Null-Space Diffusion Stochastic Differential Equations. CoRR Jiaqi Guo, Santiago López-Tapia, Wing Shun Li, Yunnan Wu, Marcelo Carignano, Vadim Backman, Vinayak P. Dravid, Aggelos K. Katsaggelos
2024	J	`jnl`	Real-Time Lightweight Video Super-Resolution With RRED-Based Perceptual Constraint. IEEE Trans. Circuits Syst. Video Technol. Xinyi Wu, Santiago López-Tapia, Xijun Wang, Rafael Molina, Aggelos K. Katsaggelos
2024	B	`conf`	Real-World Atmospheric Turbulence Correction Via Domain Adaptation. ICIP Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos
2024	J	`jnl`	Real-World Atmospheric Turbulence Correction via Domain Adaptation. CoRR Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos
2024	J	`jnl`	Recent advancements and applications of deep learning in heart failure: Α systematic review. Comput. Biol. Medicine Georgios Petmezas, Vasileios E. Papageorgiou, Vassilios Vassilikos, Efstathios Pagourelias, George Tsaklidis, Aggelos K. Katsaggelos, Nicos Maglaveras
2024	A*	`conf`	Sm: enhanced localization in Multiple Instance Learning for medical imaging classification. NeurIPS Francisco M. Castro-Macías, Pablo Morales-Alvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
2024	J	`jnl`	Sm: enhanced localization in Multiple Instance Learning for medical imaging classification. CoRR Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
2024	J	`jnl`	VDPI: Video Deblurring with Pseudo-inverse Modeling. CoRR Zhihao Huang, Santiago Lopez Tapia, Aggelos K. Katsaggelos
2024	J	`jnl`	Variable Splitting and Fusing for Image Phase Retrieval. J. Imaging Petros Nyfantis, Pablo Ruiz Matarán, Hector E. Nistazakis, George S. Tombras, Aggelos K. Katsaggelos
2024	J	`jnl`	Video Variational Deep Atmospheric Turbulence Correction. IEEE Access Santiago López-Tapia, Xijun Wang, Aggelos K. Katsaggelos
2023	J	`jnl`	A Novel Automatic Content Generation and Optimization Framework. IEEE Internet Things J. Zixiao Yu, Haohong Wang, Aggelos K. Katsaggelos, Jian Ren
2023	—	`conf`	Adaptive Auto-Cinematography in Open Worlds. MIPR Zixiao Yu, Xinyi Wu, Haohong Wang, Aggelos K. Katsaggelos, Jian Ren
2023	—	`conf`	Atmospheric Turbulence Correction via Variational Deep Diffusion. MIPR Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos
2023	J	`jnl`	Atmospheric Turbulence Correction via Variational Deep Diffusion. CoRR Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos
2023	A*	`conf`	BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos. CVPR Jennifer J. Sun, Lili Karashchuk, Amil Dravid, Serim Ryou, Sonia Fereidooni, John C. Tuthill, Aggelos K. Katsaggelos, Bingni W. Brunton, Georgia Gkioxari, Ann Kennedy, Yisong Yue, Pietro Perona
2023	—	`conf`	Control of a Water Tank System with Value Function Approximation. AIAI (1) Shamal Lalvani, Aggelos K. Katsaggelos
2023	B	`conf`	Crowdsourcing Segmentation of Histopathological Images Using Annotations Provided by Medical Students. AIME Miguel López-Pérez, Pablo Morales-Álvarez, Lee A. D. Cooper, Rafael Molina, Aggelos K. Katsaggelos
2023	B	`conf`	Deep Bayesian Blind Color Deconvolution of Histological Images. ICIP Shuowen Yang, Fernando Pérez-Bueno, Francisco M. Castro-Macías, Rafael Molina, Aggelos K. Katsaggelos
2023	J	`jnl`	Deep Gaussian Processes for Classification With Multiple Noisy Annotators. Application to Breast Cancer Tissue Classification. IEEE Access Miguel López-Pérez, Pablo Morales-Álvarez, Lee A. D. Cooper, Rafael Molina, Aggelos K. Katsaggelos
2023	B	`conf`	Deep Robust Image Restoration Using the Moore-Penrose Blur Inverse. ICIP Santiago López-Tapia, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2023	J	`jnl`	DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels. CoRR Yunan Wu, Amil Dravid, Ramsey Michael Wehbe, Aggelos K. Katsaggelos
2023	B	`conf`	Detecting Eating and Social Presence with All Day Wearable RGB-T. CHASE Soroush Shahi, Sougata Sen, Mahdi Pedram, Rawan Alharbi, Yang Gao, Aggelos K. Katsaggelos, Josiah D. Hester, Nabil Alshurafa
2023	J	`jnl`	Event-based Shape from Polarization with Spiking Neural Networks. CoRR Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt
2023	J	`jnl`	Learning Moore-Penrose based residuals for robust non-blind image deconvolution. Digit. Signal Process. Santiago López-Tapia, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2023	J	`jnl`	Probabilistic fusion of crowds and experts for the search of gravitational waves. Knowl. Based Syst. Pablo Ruiz, Pablo Morales-Álvarez, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
2023	J	`jnl`	Reinforcement Learning for Adaptive Video Compressive Sensing. ACM Trans. Intell. Syst. Technol. Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos, Weisong Shi
2023	—	`conf`	Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection. MICCAI (5) Yunan Wu, Francisco M. Castro-Macías, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos
2023	J	`jnl`	Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection. CoRR Yunan Wu, Francisco M. Castro-Macías, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos
2023	B	`conf`	Spiking GLOM: Bio-Inspired Architecture for Next-Generation Object Recognition. ICIP Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt
2023	—	`conf`	Stage Detection of Mild Cognitive Impairment: Region-dependent Graph Representation Learning on Brain Morphable Meshes. MIDL Jiaqi Guo, Emanuel A. Azcona, Santiago Lopez Tapia, Aggelos K. Katsaggelos
2023	J	`jnl`	StenUNet: Automatic Stenosis Detection from X-ray Coronary Angiography. CoRR Hui Lin, Tom Liu, Aggelos K. Katsaggelos, Adrienne S. Kline
2023	J	`jnl`	The secret of immersion: actor driven camera movement generation for auto-cinematography. CoRR Xinyi Wu, Haohong Wang, Aggelos K. Katsaggelos
2023	A*	`conf`	Thermal Spread Functions (TSF): Physics-Guided Material Classification. CVPR Aniket Dashpute, Vishwanath Saragadam, Emma Alexander, Florian Willomitzer, Aggelos K. Katsaggelos, Ashok Veeraraghavan, Oliver Cossairt
2023	J	`jnl`	Thermal Spread Functions (TSF): Physics-guided Material Classification. CoRR Aniket Dashpute, Vishwanath Saragadam, Emma Alexander, Florian Willomitzer, Aggelos K. Katsaggelos, Ashok Veeraraghavan, Oliver Cossairt
2023	—	`conf`	Usformer: A Light Neural Network for Left Atrium Segmentation of 3D LGE MRI. EUSIPCO Hui Lin, Santiago Lopez Tapia, Florian Schiffers, Yunan Wu, Huili Yang, Nikolay Iakovlev, Bradley D. Allen, Ryan Avery, Daniel C. Lee, Daniel Kim, Aggelos K. Katsaggelos
2023	B	`conf`	Variational Deep Atmospheric Turbulence Correction for Video. ICIP Santiago López-Tapia, Xijun Wang, Aggelos K. Katsaggelos
2023	J	`jnl`	Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization. CoRR Xijun Wang, Aggelos K. Katsaggelos
2023	J	`jnl`	YOLO-Angio: An Algorithm for Coronary Anatomy Segmentation. CoRR Tom Liu, Hui Lin, Aggelos K. Katsaggelos, Adrienne S. Kline
2022	J	`jnl`	A Deep Generative Approach to Oversampling in Ptychography. CoRR Semih Barutcu, Aggelos K. Katsaggelos, Doga Gürsoy
2022	J	`jnl`	Adaptive Illumination Based Depth Sensing Using Deep Superpixel and Soft Sampling Approximation. IEEE Trans. Computational Imaging Qiqin Dai, Fengqiang Li, Oliver Cossairt, Aggelos K. Katsaggelos
2022	J	`jnl`	Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function. Sensors Georgios Petmezas, Grigorios-Aris Cheimariotis, Leandros Stefanopoulos, Bruno Miguel Machado Rocha, Rui Pedro Paiva, Aggelos K. Katsaggelos, Nicos Maglaveras
2022	J	`jnl`	BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos. CoRR Jennifer J. Sun, Pierre Karashchuk, Amil Dravid, Serim Ryou, Sonia Fereidooni, John C. Tuthill, Aggelos K. Katsaggelos, Bingni W. Brunton, Georgia Gkioxari, Ann Kennedy, Yisong Yue, Pietro Perona
2022	J	`jnl`	Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification. Comput. Medical Imaging Graph. Fernando Pérez-Bueno, Juan G. Serra, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2022	J	`jnl`	Can Deep Learning Assist Automatic Identification of Layered Pigments From XRF Data? CoRR Bingjie Xu, Yunan Wu, Pengxiao Hao, Marc Vermeulen, Alicia McGeachy, Kate Smith, Katherine Eremin, Georgina Rayner, Giovanni Verri, Florian Willomitzer, Matthias Alfeld, Jack Tumblin, Aggelos K. Katsaggelos, Marc Walton
2022	J	`jnl`	Compressive Ptychography using Deep Image and Generative Priors. CoRR Semih Barutcu, Doga Gürsoy, Aggelos K. Katsaggelos
2022	J	`jnl`	Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection. Comput. Methods Programs Biomed. Miguel López-Pérez, Arne Schmidt, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
2022	J	`jnl`	Denoising Fast X-Ray Fluorescence Raster Scans of Paintings. CoRR Henry Chopp, Alicia McGeachy, Matthias Alfeld, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos
2022	—	`conf`	Detecting Screen Presence with Activity-Oriented RGB Camera in Egocentric Videos. PerCom Workshops Amit Adate, Soroush Shahi, Rawan Alharbi, Sougata Sen, Yang Gao, Aggelos K. Katsaggelos, Nabil Alshurafa
2022	J	`jnl`	Discrete, recurrent, and scalable patterns in human judgement underlie affective picture ratings. CoRR Emanuel A. Azcona, Byoung-Woo Kim, Nicole L. Vike, Sumra Bari, Shamal Lalvani, Leandros Stefanopoulos, Sean Woodward, Martin Block, Aggelos K. Katsaggelos, Hans C. Breiter
2022	J	`jnl`	Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing. IEEE J. Sel. Top. Signal Process. Xin Yuan, David J. Brady, Jinli Suo, Henry Arguello, Miguel Rodrigues, Aggelos K. Katsaggelos
2022	B	`conf`	Event - Driven Tactile Learning with Location Spiking Neurons. IJCNN Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt
2022	J	`jnl`	Event-Driven Tactile Learning with Location Spiking Neurons. CoRR Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt
2022	J	`jnl`	Event-Driven Tactile Learning with Various Location Spiking Neurons. CoRR Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt
2022	J	`jnl`	Guided Event Filtering: Synergy Between Intensity Images and Neuromorphic Events for High Performance Imaging. IEEE Trans. Pattern Anal. Mach. Intell. Peiqi Duan, Zihao W. Wang, Boxin Shi, Oliver Cossairt, Tie-Jun Huang, Aggelos K. Katsaggelos
2022	—	`conf`	Impacts of Image Obfuscation on Fine-grained Activity Recognition in Egocentric Video. PerCom Workshops Soroush Shahi, Rawan Alharbi, Yang Gao, Sougata Sen, Aggelos K. Katsaggelos, Josiah D. Hester, Nabil Alshurafa
2022	J	`jnl`	Investigating the Potential of Auxiliary-Classifier GANs for Image Classification in Low Data Regimes. CoRR Amil Dravid, Florian Schiffers, Yunan Wu, Oliver Cossairt, Aggelos K. Katsaggelos
2022	Misc	`conf`	Investigating the Potential of Auxiliary-Classifier Gans for Image Classification in Low Data Regimes. ICASSP Amil Dravid, Florian Schiffers, Yunan Wu, Oliver Cossairt, Aggelos K. Katsaggelos
2022	—	`conf`	Reconstruction of Resting State FMRI Using LSTM Variational Auto-Encoder on Subcortical Surface to Detect Epilepsy. ISBI Yunan Wu, Pierre Besson, Emanuel A. Azcona, S. Kathleen Bandt, Todd B. Parrish, Aggelos K. Katsaggelos
2022	J	`jnl`	Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO. IEEE Trans. Pattern Anal. Mach. Intell. Pablo Morales-Álvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
2022	J	`jnl`	SmokeMon: Unobtrusive Extraction of Smoking Topography Using Wearable Energy-Efficient Thermal. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Rawan Alharbi, Soroush Shahi, Stefany Cruz, Lingfeng Li, Sougata Sen, Mahdi Pedram, Christopher Romano, Josiah D. Hester, Aggelos K. Katsaggelos, Nabil Alshurafa
2022	J	`jnl`	Towards Building a Distributed Virtual Flow Meter via Compressed Continual Learning. Sensors Hasan Asy'ari Arief, Peter James Thomas, Kevin Constable, Aggelos K. Katsaggelos
2022	A*	`conf`	Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks (Student Abstract). AAAI Amil Dravid, Aggelos K. Katsaggelos
2022	—	`conf`	medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space. CVPR Workshops Amil Dravid, Florian Schiffers, Boqing Gong, Aggelos K. Katsaggelos
2022	J	`jnl`	medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space. CoRR Amil Dravid, Florian Schiffers, Boqing Gong, Aggelos K. Katsaggelos
2021	B	`conf`	A Data Fusion Method For The Delayering Of X-Ray Fluorescence Images Of Painted Works Of Art. ICIP Lionel Fiske, Aggelos K. Katsaggelos, Maurice C. G. Aalders, Matthias Alfeld, Marc Walton, Oliver Cossairt
2021	J	`jnl`	Adaptive Illumination based Depth Sensing using Deep Learning. CoRR Qiqin Dai, Fengqiang Li, Oliver Cossairt, Aggelos K. Katsaggelos
2021	J	`jnl`	Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets. Biomed. Signal Process. Control. Georgios Petmezas, Kostas Haris, Leandros Stefanopoulos, Vassilis Kilintzis, Andreas Tzavelis, John A. Rogers, Aggelos K. Katsaggelos, Nicos Maglaveras
2021	J	`jnl`	Blind color deconvolution, normalization, and classification of histological images using general super Gaussian priors and Bayesian inference. Comput. Methods Programs Biomed. Fernando Pérez-Bueno, Miguel Vega, María Á. Sales, José Aneiros-Fernández, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2021	—	`conf`	Combining Attention-Based Multiple Instance Learning and Gaussian Processes for CT Hemorrhage Detection. MICCAI (2) Yunan Wu, Arne Schmidt, Enrique Hernández-Sánchez, Rafael Molina, Aggelos K. Katsaggelos
2021	J	`jnl`	Deep learning approaches to inverse problems in imaging: Past, present and future. Digit. Signal Process. Santiago López-Tapia, Rafael Molina, Aggelos K. Katsaggelos
2021	J	`jnl`	Geometric deep learning on brain shape predicts sex and age. Comput. Medical Imaging Graph. Pierre Besson, Todd B. Parrish, Aggelos K. Katsaggelos, S. Kathleen Bandt
2021	B	`conf`	Human Vision-Like Robust Object Recognition. ICIP Peng Kang, Hao Hu, Srutarshi Banerjee, Henry Chopp, Aggelos K. Katsaggelos, Oliver Cossairt
2021	B	`conf`	Improving Acquisition Speed of X-Ray Ptychography Through Spatial Undersampling and Regularization. ICIP Prasan A. Shedligeri, Florian Schiffers, Semih Barutcu, Pablo Ruiz, Aggelos K. Katsaggelos, Oliver Cossairt
2021	B	`conf`	Lossy Event Compression Based On Image-Derived Quad Trees And Poisson Disk Sampling. ICIP Srutarshi Banerjee, Zihao W. Wang, Henry H. Chopp, Oliver Cossairt, Aggelos K. Katsaggelos
2021	J	`jnl`	Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands. Int. J. Appl. Earth Obs. Geoinformation Santiago López-Tapia, Pablo Ruiz, Mitchell Smith, Jeffrey Matthews, Bradley Zercher, Liliana Sydorenko, Neelanshi Varia, Yuanzhe Jin, Minzi Wang, Jennifer B. Dunn, Aggelos K. Katsaggelos
2021	J	`jnl`	Reinforcement Learning for Adaptive Video Compressive Sensing. CoRR Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos, Weisong Shi
2021	J	`jnl`	Removing Blocking Artifacts in Video Streams Using Event Cameras. CoRR Henry H. Chopp, Srutarshi Banerjee, Oliver Cossairt, Aggelos K. Katsaggelos
2021	J	`jnl`	SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation. CoRR Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt
2021	—	`conf`	Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices. ACSCC Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt
2021	B	`conf`	Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation. ICIP Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt
2021	J	`jnl`	Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications. CoRR Xin Yuan, David J. Brady, Aggelos K. Katsaggelos
2021	J	`jnl`	Snapshot Compressive Imaging: Theory, Algorithms, and Applications. IEEE Signal Process. Mag. Xin Yuan, David J. Brady, Aggelos K. Katsaggelos
2021	J	`jnl`	Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks. CoRR Amil Dravid, Aggelos K. Katsaggelos
2020	J	`jnl`	2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network. CoRR Haoyu Wei, Florian Schiffers, Tobias Würfl, Daming Shen, Daniel Kim, Aggelos K. Katsaggelos, Oliver Cossairt
2020	J	`jnl`	A TV-based image processing framework for blind color deconvolution and classification of histological images. Digit. Signal Process. Fernando Pérez-Bueno, Miguel López-Pérez, Miguel Vega, Javier Mateos, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2020	J	`jnl`	A single video super-resolution GAN for multiple downsampling operators based on pseudo-inverse image formation models. Digit. Signal Process. Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
2020	J	`jnl`	Adaptive Image Sampling Using Deep Learning and Its Application on X-Ray Fluorescence Image Reconstruction. IEEE Trans. Multim. Qiqin Dai, Henry Chopp, Emeline Pouyet, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos
2020	J	`jnl`	DeepBinaryMask: Learning a binary mask for video compressive sensing. Digit. Signal Process. Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos
2020	J	`jnl`	E3D: Event-Based 3D Shape Reconstruction. CoRR Alexis Baudron, Zihao W. Wang, Oliver Cossairt, Aggelos K. Katsaggelos
2020	J	`jnl`	Examining the Benefits of Capsule Neural Networks. CoRR Arjun Punjabi, Jonas Schmid, Aggelos K. Katsaggelos
2020	—	`conf`	Fully Automatic Blind Color Deconvolution of Histological Images Using Super Gaussians. EUSIPCO Fernando Pérez-Bueno, Miguel Vega, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2020	—	`conf`	Gated Recurrent Networks for Video Super Resolution. EUSIPCO Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
2020	—	`conf`	Imaging through Scattering Media with a Learning Based Prior. Computational Imaging Florian Schiffers, Lionel Fiske, Pablo Ruiz, Aggelos K. Katsaggelos, Oliver Cossairt
2020	—	`conf`	Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes. ShapeMI@MICCAI Emanuel A. Azcona, Pierre Besson, Yunan Wu, Arjun Punjabi, Adam Martersteck, Amil Dravid, Todd B. Parrish, S. Kathleen Bandt, Aggelos K. Katsaggelos
2020	J	`jnl`	Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes. CoRR Emanuel A. Azcona, Pierre Besson, Yunan Wu, Arjun Punjabi, Adam Martersteck, Amil Dravid, Todd B. Parrish, S. Kathleen Bandt, Aggelos K. Katsaggelos
2020	A*	`conf`	Joint Filtering of Intensity Images and Neuromorphic Events for High-Resolution Noise-Robust Imaging. CVPR Zihao W. Wang, Peiqi Duan, Oliver Cossairt, Aggelos K. Katsaggelos, Tiejun Huang, Boxin Shi
2020	J	`jnl`	Knowledge Tracing to Model Learning in Online Citizen Science Projects. IEEE Trans. Learn. Technol. Kevin Crowston, Shane L. Larson, Neda Rohani, Joshua R. Smith, Laura Trouille, Michael Zevin, Carsten S. Østerlund, Tae Kyoung Lee, Corey Jackson, Mahboobeh Harandi, Sarah Allen, Sara Bahaadini, Scott Coughlin, Aggelos K. Katsaggelos
2020	J	`jnl`	Quadtree Driven Lossy Event Compression. CoRR Srutarshi Banerjee, Zihao W. Wang, Henry H. Chopp, Oliver Cossairt, Aggelos K. Katsaggelos
2020	B	`conf`	Super Gaussian Priors for Blind Color Deconvolution of Histological Images. ICIP Fernando Pérez-Bueno, Miguel Vega, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2020	J	`jnl`	Teaching citizen scientists to categorize glitches using machine learning guided training. Comput. Hum. Behav. Corey Jackson, Carsten S. Østerlund, Kevin Crowston, Mahboobeh Harandi, Sarah Allen, Sara Bahaadini, Scotty Coughlin, Vicky Kalogera, Aggelos K. Katsaggelos, Shane L. Larson, Neda Rohani, Joshua R. Smith, Laura Trouille, Michael Zevin
2020	J	`jnl`	Temporal capsule networks for video motion estimation and error concealment. Signal Image Video Process. Arun Sankisa, Arjun Punjabi, Aggelos K. Katsaggelos
2020	J	`jnl`	Variational Bayesian Blind Color Deconvolution of Histopathological Images. IEEE Trans. Image Process. Natalia Hidalgo-Gavira, Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2020	J	`jnl`	Variational Bayesian Pansharpening with Super-Gaussian Sparse Image Priors. Sensors Fernando Pérez-Bueno, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2019	B	`conf`	A 3D Cross-Hemisphere Neighborhood Difference Convnet for Chronic Stroke Lesion Segmentation. ICIP Yanran Wang, Hengkang Wang, Sophia Chen, Aggelos K. Katsaggelos, Adam Martersteck, James Higgins, Virginia B. Hill, Todd B. Parrish
2019	—	`conf`	A Composite Discriminator for Generative Adversarial Network based Video Super-Resolution. EUSIPCO Xijun Wang, Alice Lucas, Santiago Lopez Tapia, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos
2019	J	`jnl`	A Single Video Super-Resolution GAN for Multiple Downsampling Operators based on Pseudo-Inverse Image Formation Models. CoRR Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
2019	—	`conf`	An Adaptive Video Acquisition Scheme for Object Tracking. EUSIPCO Srutarshi Banerjee, Juan G. Serra, Henry H. Chopp, Oliver Cossairt, Aggelos K. Katsaggelos
2019	J	`jnl`	Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network. CoRR Ali Bahrami Rad, Morteza Zabihi, Zheng Zhao, Moncef Gabbouj, Aggelos K. Katsaggelos, Simo Särkkä
2019	Misc	`conf`	Direct Estimation of Weights and Efficient Training of Deep Neural Networks without SGD. ICASSP Nima Dehmamy, Neda Rohani, Aggelos K. Katsaggelos
2019	B	`conf`	Efficient Fine-Tuning of Neural Networks for Artifact Removal in Deep Learning for Inverse Imaging Problems. ICIP Alice Lucas, Santiago López-Tapia, Rafael Molina, Aggelos K. Katsaggelos
2019	—	`conf`	Event-Driven Video Frame Synthesis. ICCV Workshops Zihao W. Wang, Weixin Jiang, Kuan He, Boxin Shi, Aggelos K. Katsaggelos, Oliver Cossairt
2019	J	`jnl`	Event-driven Video Frame Synthesis. CoRR Zihao W. Wang, Weixin Jiang, Aggelos K. Katsaggelos, Oliver Cossairt
2019	B	`conf`	Gan-Based Video Super-Resolution With Direct Regularized Inversion of the Low-Resolution Formation Model. ICIP Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
2019	J	`jnl`	Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution. IEEE Trans. Image Process. Alice Lucas, Santiago Lopez Tapia, Rafael Molina, Aggelos K. Katsaggelos
2019	J	`jnl`	Learning from crowds with variational Gaussian processes. Pattern Recognit. Pablo Ruiz, Pablo Morales-Alvarez, Rafael Molina, Aggelos K. Katsaggelos
2019	Misc	`conf`	Multi-frame Super-resolution for Time-of-flight Imaging. ICASSP Fengqiang Li, Pablo Ruiz, Oliver Cossairt, Aggelos K. Katsaggelos
2019	—	`conf`	Multiple-Degradation Video Super-Resolution with Direct Inversion of the Low-Resolution Formation Model. EUSIPCO Santiago Lopez Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
2019	J	`jnl`	Optical Flow Prediction for Blind and Non-Blind Video Error Concealment Using Deep Neural Networks. Int. J. Multim. Data Eng. Manag. Arun Sankisa, Arjun Punjabi, Aggelos K. Katsaggelos
2019	Misc	`conf`	Pigment Unmixing of Hyperspectral Images of Paintings Using Deep Neural Networks. ICASSP Neda Rohani, Emeline Pouyet, Marc Walton, Oliver Cossairt, Aggelos K. Katsaggelos
2019	J	`jnl`	Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO. CoRR Pablo Morales-Alvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
2019	J	`jnl`	Scalable and efficient learning from crowds with Gaussian processes. Inf. Fusion Pablo Morales-Alvarez, Pablo Ruiz, Raúl Santos-Rodríguez, Rafael Molina, Aggelos K. Katsaggelos
2019	J	`jnl`	Self-Supervised Fine-tuning for Image Enhancement of Super-Resolution Deep Neural Networks. CoRR Alice Lucas, Santiago Lopez Tapia, Rafael Molina, Aggelos K. Katsaggelos
2019	—	`conf`	Semantic Prior Based Generative Adversarial Network for Video Super-Resolution. EUSIPCO Xinyi Wu, Alice Lucas, Santiago López-Tapia, Xijun Wang, Yul Hee Kim, Rafael Molina, Aggelos K. Katsaggelos
2019	B	`conf`	Sinogram Image Completion for Limited Angle Tomography With Generative Adversarial Networks. ICIP Seunghwan Yoo, Xiaogang Yang, Mark Wolfman, Doga Gürsoy, Aggelos K. Katsaggelos
2019	Misc	`conf`	Spatially Adaptive Losses for Video Super-resolution with GANs. ICASSP Xijun Wang, Alice Lucas, Santiago Lopez Tapia, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos
2019	—	`conf`	Variational Bayes Color Deconvolution with a Total Variation Prior. EUSIPCO Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2019	J	`jnl`	Variational EM method for blur estimation using the spike-and-slab image prior. Digit. Signal Process. Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2019	J	`jnl`	Visible transmission imaging of watermarks by suppression of occluding text or drawings. Digit. Appl. Archaeol. Cult. Heritage Pablo Ruiz, Olivia Dill, Goutam Raju, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos
2018	Misc	`conf`	3D Image Reconstruction from Multi-Focus Microscope: Axial Super-Resolution and Multiple-Frame Processing. ICASSP Seunghwan Yoo, Pablo Ruiz, Xiang Huang, Kuan He, Nicola J. Ferrier, Mark Hereld, Alan Selewa, Matthew Daddysman, Norbert Scherer, Oliver Cossairt, Aggelos K. Katsaggelos
2018	B	`conf`	ADP: Automatic differentiation ptychography. ICCP Sushobhan Ghosh, Youssef S. G. Nashed, Oliver Cossairt, Aggelos K. Katsaggelos
2018	J	`jnl`	Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction. CoRR Qiqin Dai, Henry Chopp, Emeline Pouyet, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos
2018	B	`conf`	An Interior Point Method for Nonnegative Sparse Signal Reconstruction. ICIP Xiang Huang, Kuan He, Seunghwan Yoo, Oliver Cossairt, Aggelos K. Katsaggelos, Nicola J. Ferrier, Mark Hereld
2018	—	`conf`	Automatic Sleep Arousal Detection Using Multimodal Biosignal Analysis. CinC Morteza Zabihi, Ali Bahrami Rad, Simo Särkkä, Serkan Kiranyaz, Aggelos K. Katsaggelos, Moncef Gabbouj
2018	B	`conf`	Bayesian Approach for Automatic Joint Parameter Estimation in 3D Image Reconstruction from Multi-Focus Microscope. ICIP Seunghwan Yoo, Pablo Ruiz, Xiang Huang, Kuan He, Xiaolei Wang, Itay Gdor, Alan Selewa, Matthew Daddysman, Nicola J. Ferrier, Mark Hereld, Norbert Scherer, Oliver Cossairt, Aggelos K. Katsaggelos
2018	B	`conf`	Blind Color Deconvolution of Histopathological Images Using a Variational Bayesian Approach. ICIP Natalia Hidalgo-Gavira, Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2018	J	`jnl`	Computational multifocal microscopy. CoRR Kuan He, Zihao W. Wang, Xiang Huang, Xiaolei Wang, Seunghwan Yoo, Pablo Ruiz, Itay Gdor, Alan Selewa, Nicola J. Ferrier, Norbert Scherer, Mark Hereld, Aggelos K. Katsaggelos, Oliver Cossairt
2018	J	`jnl`	DIRECT: Deep Discriminative Embedding for Clustering of LIGO Data. CoRR Sara Bahaadini, Vahid Noroozi, Neda Rohani, Scott Coughlin, Michael Zevin, Aggelos K. Katsaggelos
2018	J	`jnl`	Deep fully-connected networks for video compressive sensing. Digit. Signal Process. Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos
2018	B	`conf`	Direct: Deep Discriminative Embedding for Clustering of Ligo Data. ICIP Sara Bahaadini, Neda Rohani, Aggelos K. Katsaggelos, Vahid Noroozi, Scott Coughlin, Michael Zevin
2018	A*	`conf`	Efficient Video Object Segmentation via Network Modulation. CVPR Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos
2018	J	`jnl`	Efficient Video Object Segmentation via Network Modulation. CoRR Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos
2018	—	`conf`	Fully Automated Blind Color Deconvolution of Histopathological Images. MICCAI (2) Natalia Hidalgo-Gavira, Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2018	B	`conf`	Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution. ICIP Alice Lucas, Aggelos K. Katsaggelos, Santiago Lopez Tapia, Rafael Molina
2018	J	`jnl`	Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution. CoRR Alice Lucas, Santiago Lopez Tapia, Rafael Molina, Aggelos K. Katsaggelos
2018	—	`conf`	Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes. ICIAR Adrián Colomer, Pablo Ruiz, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2018	J	`jnl`	Image super-resolution for outdoor digital forensics. Usability and legal aspects. Comput. Ind. Salvador Villena, Miguel Vega, Javier Mateos, Duska Rosenberg, Fionn Murtagh, Rafael Molina, Aggelos K. Katsaggelos
2018	J	`jnl`	Machine learning for Gravity Spy: Glitch classification and dataset. Inf. Sci. Sara Bahaadini, Vahid Noroozi, Neda Rohani, Scott Coughlin, Michael Zevin, Joshua R. Smith, Vicky Kalogera, Aggelos K. Katsaggelos
2018	J	`jnl`	Neuroimaging Modality Fusion in Alzheimer's Classification Using Convolutional Neural Networks. CoRR Arjun Punjabi, Adam Martersteck, Yanran Wang, Todd B. Parrish, Aggelos K. Katsaggelos, Alzheimer's Disease Neuroimaging Initiative
2018	B	`conf`	Probabilistic Matrix Completion for Image Phase Retrieval. ICIP Petros Nyfantis, Pablo Ruiz, Aggelos K. Katsaggelos
2018	J	`jnl`	Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods. IEEE Signal Process. Mag. Alice Lucas, Michael Iliadis, Rafael Molina, Aggelos K. Katsaggelos
2018	J	`jnl`	Variational Gaussian process for multisensor classification problems. Pattern Recognit. Lett. Neda Rohani, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos
2018	B	`conf`	Video Error Concealment Using Deep Neural Networks. ICIP Arun Sankisa, Arjun Punjabi, Aggelos K. Katsaggelos
2017	—	`conf`	A Logarithmic X-Ray Imaging Model for Baggage Inspection: Simulation and Object Detection. CVPR Workshops Domingo Mery, Aggelos K. Katsaggelos
2017	Misc	`conf`	A bayesian multi-frame image super-resolution algorithm using the Gaussian Information Filter. ICASSP Matthew Woods, Aggelos K. Katsaggelos
2017	J	`jnl`	Approximate equiangular tight frames for compressed sensing and CDMA applications. EURASIP J. Adv. Signal Process. Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
2017	J	`jnl`	Automatic classification of resuscitation activities on birth-asphyxiated newborns using acceleration and ECG signals. Biomed. Signal Process. Control. Huyen Vu, Kjersti Engan, Trygve Eftestøl, Aggelos K. Katsaggelos, Samwel Jatosh, Simeon Kusulla, Estomih Mduma, Hussein Kidanto, Hege Ersdal
2017	J	`jnl`	Bayesian K-SVD Using Fast Variational Inference. IEEE Trans. Image Process. Juan G. Serra, Matteo Testa, Rafael Molina, Aggelos K. Katsaggelos
2017	J	`jnl`	Convergence of Deep Neural Networks to a Hierarchical Covariance Matrix Decomposition. CoRR Nima Dehmamy, Neda Rohani, Aggelos K. Katsaggelos
2017	J	`jnl`	Deep Multi-view Models for Glitch Classification. CoRR Sara Bahaadini, Neda Rohani, Scott Coughlin, Michael Zevin, Vicky Kalogera, Aggelos K. Katsaggelos
2017	Misc	`conf`	Deep multi-view models for glitch classification. ICASSP Sara Bahaadini, Neda Rohani, Scott Coughlin, Michael Zevin, Vicky Kalogera, Aggelos K. Katsaggelos
2017	—	`conf`	Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier. CinC Morteza Zabihi, Ali Bahrami Rad, Aggelos K. Katsaggelos, Serkan Kiranyaz, Susanna Narkilahti, Moncef Gabbouj
2017	—	`conf`	Distinguishing Nigerian Food Items and Calorie Content with Hyperspectral Imaging. ICIAP Workshops Xinzuo Wang, Neda Rohani, Adwaiy Manerikar, Aggelos K. Katsaggelos, Oliver Cossairt, Nabil Alshurafa
2017	J	`jnl`	ECG-Based Classification of Resuscitation Cardiac Rhythms for Retrospective Data Analysis. IEEE Trans. Biomed. Eng. Ali Bahrami Rad, Trygve Eftestøl, Kjersti Engan, Unai Irusta, Jan Terje Kvaløy, Jo Kramer-Johansen, Lars Wik, Aggelos K. Katsaggelos
2017	J	`jnl`	Fast Bayesian blind deconvolution with Huber Super Gaussian priors. Digit. Signal Process. Xu Zhou, Miguel Vega, Fugen Zhou, Rafael Molina, Aggelos K. Katsaggelos
2017	J	`jnl`	Global hard thresholding algorithms for joint sparse image representation and denoising. CoRR Reza Borhani, Jeremy Watt, Aggelos K. Katsaggelos
2017	B	`conf`	Greedy Bayesian double sparsity dictionary learning. ICIP Juan G. Serra, Salvador Villena, Rafael Molina, Aggelos K. Katsaggelos
2017	—	`conf`	Parameter estimation in spike and slab variational inference for blind image deconvolution. EUSIPCO Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2017	B	`conf`	Passive millimeter wave image classification with large scale Gaussian processes. ICIP Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls, Aggelos K. Katsaggelos
2017	J	`jnl`	Photometric Stereo by UV-Induced Fluorescence to Detect Protrusions on Georgia O'Keeffe's Paintings. CoRR Johanna Salvant, Marc Walton, Dale Kronkright, Chia-Kai Yeh, Fengqiang Li, Oliver Cossairt, Aggelos K. Katsaggelos
2017	B	`conf`	Ptychnet: CNN based fourier ptychography. ICIP Armin Kappeler, Sushobhan Ghosh, Jason Holloway, Oliver Cossairt, Aggelos K. Katsaggelos
2017	J	`jnl`	Robust and Low-Rank Representation for Fast Face Identification With Occlusions. IEEE Trans. Image Process. Michael Iliadis, Haohong Wang, Rafael Molina, Aggelos K. Katsaggelos
2017	—	`conf`	Shape-from-Shifting: Uncalibrated Photometric Stereo with a Mobile Device. eScience Chia-Kai Yeh, Fengqiang Li, Gianluca Pastorelli, Marc Walton, Aggelos K. Katsaggelos, Oliver Cossairt
2017	J	`jnl`	Sparse Representation-Based Multiple Frame Video Super-Resolution. IEEE Trans. Image Process. Qiqin Dai, Seunghwan Yoo, Armin Kappeler, Aggelos K. Katsaggelos
2017	J	`jnl`	Spatial-Spectral Representation for X-Ray Fluorescence Image Super-Resolution. IEEE Trans. Computational Imaging Qiqin Dai, Emeline Pouyet, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos
2017	B	`conf`	Spike and slab variational inference for blind image deconvolution. ICIP Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2017	—	`conf`	Visualization of feature evolution during convolutional neural network training. EUSIPCO Arjun Punjabi, Aggelos K. Katsaggelos
2016	B	`conf`	A deep symmetry convnet for stroke lesion segmentation. ICIP Yanran Wang, Aggelos K. Katsaggelos, Xue Wang, Todd B. Parrish
2016	B	`conf`	A novel cumulative distortion metric and a no-reference sparse prediction model for packet prioritization in encoded video transmission. ICIP Arun Sankisa, Katerina Pandremmenou, Lisimachos P. Kondi, Aggelos K. Katsaggelos
2016	—	`conf`	Automatic pigment identification on roman Egyptian paintings by using sparse modeling of hyperspectral images. EUSIPCO Neda Rohani, Johanna Salvant, Sara Bahaadini, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos
2016	B	`conf`	Bayesian logistic regression with sparse general representation prior for multispectral image classification. ICIP Juan G. Serra, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos
2016	B	`conf`	Block based video alignment with linear time and space complexity. ICIP Armin Kappeler, Michael Iliadis, Haohong Wang, Aggelos K. Katsaggelos
2016	—	`conf`	Classification of multiple annotator data using variational Gaussian process inference. EUSIPCO Emre Besler, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos
2016	—	`conf`	Compressed sensing super resolution of color images. EUSIPCO Wael Saafin, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2016	J	`jnl`	Compressive Holographic Video. CoRR Zihao W. Wang, Leonidas Spinoulas, Kuan He, Huaijin G. Chen, Lei Tian, Aggelos K. Katsaggelos, Oliver Cossairt
2016	B	`conf`	Compressive reconstruction for 3D incoherent holographic microscopy. ICIP Oliver Cossairt, Kuan He, Ruibo Shang, Nathan Matsuda, Manoj Kumar Sharma, Xiang Huang, Aggelos K. Katsaggelos, Leonidas Spinoulas, Seunghwan Yoo
2016	J	`jnl`	Compressive sensing super resolution from multiple observations with application to passive millimeter wave images. Digit. Signal Process. Wael Alsaafin, Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2016	J	`jnl`	Computational Imaging for Cultural Heritage: Recent developments in spectral imaging, 3-D surface measurement, image relighting, and X-ray mapping. IEEE Signal Process. Mag. Xiang Huang, Erich S. Uffelman, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos
2016	J	`jnl`	Deep Fully-Connected Networks for Video Compressive Sensing. CoRR Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos
2016	J	`jnl`	DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing. CoRR Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos
2016	J	`jnl`	Fast and Effective Algorithms for Symmetric Nonnegative Matrix Factorization. CoRR Reza Borhani, Jeremy Watt, Aggelos K. Katsaggelos
2016	—	`conf`	Heart Sound Anomaly and Quality Detection using Ensemble of Neural Networks without Segmentation. CinC Morteza Zabihi, Ali Bahrami Rad, Serkan Kiranyaz, Moncef Gabbouj, Aggelos K. Katsaggelos
2016	J	`jnl`	Joint Data Filtering and Labeling Using Gaussian Processes and Alternating Direction Method of Multipliers. IEEE Trans. Image Process. Pablo Ruiz Matarán, Rafael Molina, Aggelos K. Katsaggelos
2016	—	`book`	Machine Learning Refined: Foundations, Algorithms, and Applications Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
2016	B	`conf`	Multi-model robust error correction for face recognition. ICIP Michael Iliadis, Leonidas Spinoulas, Albert S. Berahas, Haohong Wang, Aggelos K. Katsaggelos
2016	B	`conf`	Multiframe blind deconvolution of passive millimeter wave images using variational dirichlet blur kernel estimation. ICIP Javier Mateos, Antonio López, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2016	J	`jnl`	Robust and Low-Rank Representation for Fast Face Identification with Occlusions. CoRR Michael Iliadis, Haohong Wang, Rafael Molina, Aggelos K. Katsaggelos
2016	J	`jnl`	SSIM-Based Distortion Estimation for Optimized Video Transmission over Inherently Noisy Channels. Int. J. Multim. Data Eng. Manag. Arun Sankisa, Katerina Pandremmenou, Peshala V. Pahalawatta, Lisimachos P. Kondi, Aggelos K. Katsaggelos
2016	B	`conf`	Super-resolution of compressed videos using convolutional neural networks. ICIP Armin Kappeler, Seunghwan Yoo, Qiqin Dai, Aggelos K. Katsaggelos
2016	—	`conf`	Variational Gaussian process for missing label crowdsourcing classification problems. MLSP Pablo Ruiz, Emre Besler, Rafael Molina, Aggelos K. Katsaggelos
2016	J	`jnl`	Video Super-Resolution With Convolutional Neural Networks. IEEE Trans. Computational Imaging Armin Kappeler, Seunghwan Yoo, Qiqin Dai, Aggelos K. Katsaggelos
2016	—	`conf`	X-Ray fluorescence image super-resolution using dictionary learning. IVMSP Qiqin Dai, Emeline Pouyet, Oliver Cossairt, Marc Walton, Francesca Casadio, Aggelos K. Katsaggelos
2015	J	`jnl`	Audiovisual Fusion: Challenges and New Approaches. Proc. IEEE Aggelos K. Katsaggelos, Sara Bahaadini, Rafael Molina
2015	J	`jnl`	Cardiac magnetic resonance image-based classification of the risk of arrhythmias in post-myocardial infarction patients. Artif. Intell. Medicine Lasya Priya Kotu, Kjersti Engan, Reza Borhani, Aggelos K. Katsaggelos, Stein Ørn, Leik Woie, Trygve Eftestøl
2015	B	`conf`	Dictionary-based multiple frame video super-resolution. ICIP Qiqin Dai, Seunghwan Yoo, Armin Kappeler, Aggelos K. Katsaggelos
2015	C	`conf`	Distortion Estimation Using Structural Similarity for Video Transmission over Wireless Networks. ISM Arun Sankisa, Aggelos K. Katsaggelos, Peshala V. Pahalawatta
2015	—	`conf`	Fast millimeter wave threat detection algorithm. EUSIPCO I. Gomez Maqueda, Nicolas Pérez de la Blanca, Rafael Molina, Aggelos K. Katsaggelos
2015	B	`conf`	Image super-resolution from compressed sensing observations. ICIP Wael Saafin, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2015	—	`conf`	PMMW image super resolution from compressed sensing observations. EUSIPCO Wael Saafin, Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2015	J	`jnl`	Preconditioning for Underdetermined Linear Systems with Sparse Solutions. IEEE Signal Process. Lett. Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
2015	—	`conf`	Resource-distortion optimal video coding and communications. MSAN Haohong Wang, Aggelos K. Katsaggelos
2015	J	`jnl`	Robust Recovery of Temporally Smooth Signals From Under-Determined Multiple Measurements. IEEE Trans. Signal Process. Zhaofu Chen, Rafael Molina, Aggelos K. Katsaggelos
2015	B	`conf`	Sampling optimization for on-chip compressive video. ICIP Leonidas Spinoulas, Oliver Cossairt, Aggelos K. Katsaggelos
2015	—	`conf`	Surface shape studies of the art of Paul Gauguin. Digital Heritage Oliver Cossairt, Xiang Huang, Nathan Matsuda, Harriet Stratis, Mary Broadway, Jack Tumblin, Gregory H. Bearman, Eric Doehne, Aggelos K. Katsaggelos, Marc Walton
2015	J	`jnl`	Variational Bayesian Blind Image Deconvolution: A review. Digit. Signal Process. Pablo Ruiz, Xu Zhou, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2015	J	`jnl`	Variational Dirichlet Blur Kernel Estimation. IEEE Trans. Image Process. Xu Zhou, Javier Mateos, Fugen Zhou, Rafael Molina, Aggelos K. Katsaggelos
2015	—	`conf`	Variational Gaussian process for sensor fusion. EUSIPCO Neda Rohani, Pablo Ruiz, Emre Besler, Rafael Molina, Aggelos K. Katsaggelos
2015	—	`conf`	Video compressive sensing with on-chip programmable subsampling. CVPR Workshops Leonidas Spinoulas, Kuan He, Oliver Cossairt, Aggelos K. Katsaggelos
2014	J	`jnl`	A non-stationary image prior combination in super-resolution. Digit. Signal Process. Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2014	J	`jnl`	Automated Recovery of Compressedly Observed Sparse Signals From Smooth Background. IEEE Signal Process. Lett. Zhaofu Chen, Rafael Molina, Aggelos K. Katsaggelos
2014	J	`jnl`	Automatic, fast, online calibration between depth and color cameras. J. Vis. Commun. Image Represent. Ilya Mikhelson, Philip Greggory Lee, Alan V. Sahakian, Ying Wu, Aggelos K. Katsaggelos
2014	J	`jnl`	Bayesian Active Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Pablo Ruiz, Javier Mateos, Gustavo Camps-Valls, Rafael Molina, Aggelos K. Katsaggelos
2014	—	`conf`	Bayesian classification and active learning using lp-priors. Application to image segmentation. EUSIPCO Pablo Ruiz, Nicolas Pérez de la Blanca, Rafael Molina, Aggelos K. Katsaggelos
2014	J	`jnl`	Combining Poisson singular integral and total variation prior models in image restoration. Signal Process. Pablo Ruiz, Hiram Madero Orozco, Javier Mateos, Osslan Osiris Vergara-Villegas, Rafael Molina, Aggelos K. Katsaggelos
2014	J	`jnl`	Construction of Incoherent Unit Norm Tight Frames With Application to Compressed Sensing. IEEE Trans. Inf. Theory Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
2014	B	`conf`	Fast iteratively reweighted least squares for lp regularized image deconvolution and reconstruction. ICIP Xu Zhou, Rafael Molina, Fugen Zhou, Aggelos K. Katsaggelos
2014	B	`conf`	Learning filters in Gaussian process classification problems. ICIP Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2014	—	`conf`	Parameter estimation in Bayesian Blind Deconvolution with super Gaussian image priors. EUSIPCO Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2014	—	`conf`	Recovery of correlated sparse signals from under-sampled measurements. EUSIPCO Zhaofu Chen, Rafael Molina, Aggelos K. Katsaggelos
2014	—	`conf`	Sparse representation and least squares-based classification in face recognition. EUSIPCO Michael Iliadis, Leonidas Spinoulas, Albert S. Berahas, Haohong Wang, Aggelos K. Katsaggelos
2014	J	`jnl`	Toward Dynamic Scene Understanding by Hierarchical Motion Pattern Mining. IEEE Trans. Intell. Transp. Syst. Lei Song, Fan Jiang, Zhongke Shi, Rafael Molina, Aggelos K. Katsaggelos
2014	J	`jnl`	Variational Bayesian Methods For Multimedia Problems. IEEE Trans. Multim. Zhaofu Chen, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2014	J	`jnl`	Variational Bayesian causal connectivity analysis for fMRI. Frontiers Neuroinformatics Martin Luessi, S. Derin Babacan, Rafael Molina, James R. Booth, Aggelos K. Katsaggelos
2013	J	`jnl`	A Variational Approach for Sparse Component Estimation and Low-Rank Matrix Recovery. J. Commun. Zhaofu Chen, Rafael Molina, Aggelos K. Katsaggelos
2013	—	`conf`	A general sparse image prior combination in Compressed Sensing. EUSIPCO Jorge Rubio, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2013	—	`conf`	A general sparse image prior combination in super-resolution. DSP Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2013	A	`conf`	A multi-camera motion capture system for remote healthcare monitoring. ICME Yun Ye, Song Ci, Aggelos K. Katsaggelos, Yanwei Liu
2013	J	`jnl`	Application-Aware Approach to Compression and Transmission of H.264 Encoded Video for Automated and Centralized Transportation Surveillance. IEEE Trans. Intell. Transp. Syst. Zhaofu Chen, Sotirios A. Tsaftaris, Eren Soyak, Aggelos K. Katsaggelos
2013	J	`jnl`	Bayesian Simultaneous Sparse Approximation With Smooth Signals. IEEE Trans. Signal Process. Martin Luessi, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2013	J	`jnl`	Bayesian combination of sparse and non-sparse priors in image super resolution. Digit. Signal Process. Salvador Villena, Miguel Vega, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2013	B	`conf`	Binocular video object tracking with fast disparity estimation. AVSS Yun Ye, Song Ci, Yanwei Liu, Haohong Wang, Aggelos K. Katsaggelos
2013	J	`jnl`	Compressive Blind Image Deconvolution. IEEE Trans. Image Process. Bruno Amizic, Leonidas Spinoulas, Rafael Molina, Aggelos K. Katsaggelos
2013	Misc	`conf`	Compressive sensing-based image denoising using adaptive multiple sampling and optimal error tolerance. ICASSP Wonseok Kang, Eunsung Lee, Eunjung Chea, Aggelos K. Katsaggelos, Joonki Paik
2013	J	`jnl`	Compressive video sensing with limited measurements. J. Electronic Imaging Tao Li, Xiaohua Wang, Weihe Wang, Aggelos K. Katsaggelos
2013	B	`conf`	Drosophila eye nuclei segmentation based on graph cut and convex shape prior. ICIP Jin Qi, B. Wang, Nicolás Peláez, L. Rebay, Richard W. Carthew, Aggelos K. Katsaggelos, Luís A. Nunes Amaral
2013	Misc	`conf`	Forest hashing: Expediting large scale image retrieval. ICASSP Jonathan Springer, Xin Xin, Zhu Li, Jeremy Watt, Aggelos K. Katsaggelos
2013	B	`conf`	Frequency-domain analysis of discrete wavelet transform coefficients and their adaptive shrinkage for anti-aliasing. ICIP Eunjung Chae, Eunsung Lee, Wonseok Kang, Younghoon Lim, Junghoon Jung, Taechan Kim, Aggelos K. Katsaggelos, Joonki Paik
2013	—	`conf`	Image deblurring combining poisson singular integral and total variation prior models. EUSIPCO Hiram Madero Orozco, Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2013	—	`ch.`	Interactive Pansharpening and Active Classification in Remote Sensing. Multimodal Interaction in Image and Video Applications Pablo Ruiz, Javier Mateos, Gustavo Camps-Valls, Rafael Molina, Aggelos K. Katsaggelos
2013	J	`jnl`	Laplacian embedding and key points topology verification for large scale mobile visual identification. Signal Process. Image Commun. Xin Xin, Zhu Li, Aggelos K. Katsaggelos
2013	J	`jnl`	Large Visual Repository Search with Hash Collision Design Optimization. IEEE Multim. Xin Xin, Abhishek Nagar, Gaurav Srivastava, Zhu Li, Felix C. A. Fernandes, Aggelos K. Katsaggelos
2013	—	`conf`	Light field acquisition from blurred observations using a programmable coded aperture camera. EUSIPCO Pablo Ruiz, Javier Mateos, María C. Cárdenas, Shinichi Nakajima, Rafael Molina, Aggelos K. Katsaggelos
2013	J	`jnl`	Luma-Chroma Space Filter Design for Subpixel-Based Monochrome Image Downsampling. IEEE Trans. Image Process. Lu Fang, Oscar C. Au, Ngai-Man Cheung, Aggelos K. Katsaggelos, Houqiang Li, Feng Zou
2013	B	`conf`	Multimedia multicast service provisioning in cognitive radio networks. IWCMC Fen Hou, Zhaofu Chen, Jianwei Huang, Zhu Li, Aggelos K. Katsaggelos
2013	B	`conf`	Real-time super-resolution for digital zooming using finite kernel-based edge orientation estimation and truncated image restoration. ICIP Wonseok Kang, Jaehwan Jeon, Eunsung Lee, Changhun Cho, Junghoon Jung, Taechan Kim, Aggelos K. Katsaggelos, Joonki Paik
2013	B	`conf`	Robust feature selection with self-matching score. ICIP Xin Xin, Zhu Li, Zhan Ma, Aggelos K. Katsaggelos
2013	J	`jnl`	Space-variant blur deconvolution and denoising in the dual exposure problem. Inf. Fusion Miguel Tallon, Javier Mateos, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2013	—	`conf`	Spectral approximation to point set similarity metric. ICME Workshops Xin Xin, Zhu Li, Zhan Ma, Aggelos K. Katsaggelos
2013	—	`conf`	Variational Bayesian compressive blind image deconvolution. EUSIPCO Bruno Amizic, Leonidas Spinoulas, Rafael Molina, Aggelos K. Katsaggelos
2013	B	`conf`	Video compressive sensing using multiple measurement vectors. ICIP Michael Iliadis, Jeremy Watt, Leonidas Spinoulas, Aggelos K. Katsaggelos
2013	—	`conf`	Virtual touring: A Content Based Image Retrieval application. ICME Workshops Michael Iliadis, Seunghwan Yoo, Xin Xin, Aggelos K. Katsaggelos
2013	J	`jnl`	Wireless Video Surveillance: A Survey. IEEE Access Yun Ye, Song Ci, Aggelos K. Katsaggelos, Yanwei Liu, Yi Qian
2012	J	`jnl`	A game theoretic approach to video streaming over peer-to-peer networks. Signal Process. Image Commun. Ehsan Maani, Zhaofu Chen, Aggelos K. Katsaggelos
2012	—	`conf`	A robust and lightweight feature system for video fingerprinting. EUSIPCO Tzu-Jui Liu, Hye Jung Han, Xin Xin, Zhu Li, Aggelos K. Katsaggelos
2012	C	`conf`	A wireless video surveillance system with an active camera. VCIP Yun Ye, Song Ci, Yanwei Liu, Dalei Wu, Haohong Wang, Aggelos K. Katsaggelos
2012	J	`jnl`	Antialiasing Filter Design for Subpixel Downsampling via Frequency-Domain Analysis. IEEE Trans. Image Process. Lu Fang, Oscar C. Au, Ketan Tang, Aggelos K. Katsaggelos
2012	—	`conf`	Bayesian Blind Deconvolution with General Sparse Image Priors. ECCV (6) S. Derin Babacan, Rafael Molina, Minh N. Do, Aggelos K. Katsaggelos
2012	J	`jnl`	Compressive Light Field Sensing. IEEE Trans. Image Process. S. Derin Babacan, Reto Ansorge, Martin Luessi, Pablo Ruiz Matarán, Rafael Molina, Aggelos K. Katsaggelos
2012	B	`conf`	Compressive sampling with unknown blurring function: Application to passive millimeter-wave imaging. ICIP Bruno Amizic, Leonidas Spinoulas, Rafael Molina, Aggelos K. Katsaggelos
2012	J	`jnl`	Discovering Thematic Objects in Image Collections and Videos. IEEE Trans. Image Process. Junsong Yuan, Gangqiang Zhao, Yun Fu, Zhu Li, Aggelos K. Katsaggelos, Ying Wu
2012	—	`conf`	Hyperparameters estimation for the Bayesian localization of the EEG sources with TV priors. EUSIPCO Antonio López, Jesús M. Cortés, Domingo López-Oller, Rafael Molina, Aggelos K. Katsaggelos
2012	J	`jnl`	Joint Demosaicing and Subpixel-Based Down-Sampling for Bayer Images: A Fast Frequency-Domain Analysis Approach. IEEE Trans. Multim. Lu Fang, Oscar C. Au, Yan Chen, Aggelos K. Katsaggelos, Hanli Wang, Xing Wen
2012	—	`conf`	Local Binary Patterns used on Cardiac MRI to classify high and low risk patient groups. EUSIPCO Lasya Priya Kotu, Kjersti Engan, Trygve Eftestøl, Leik Woie, Stein Ørn, Aggelos K. Katsaggelos
2012	J	`jnl`	Noncontact Millimeter-Wave Real-Time Detection and Tracking of Heart Rate on an Ambulatory Subject. IEEE Trans. Inf. Technol. Biomed. Ilya Mikhelson, Philip Greggory Lee, Sasan Bakhtiari, Thomas W. Elmer, Aggelos K. Katsaggelos, Alan V. Sahakian
2012	J	`jnl`	Shape Error Concealment Based on a Shape-Preserving Boundary Approximation. IEEE Trans. Image Process. Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
2012	—	`conf`	Simultaneous Bayesian compressive sensing and blind deconvolution. EUSIPCO Leonidas Spinoulas, Bruno Amizic, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2012	Misc	`conf`	Single camera-based full depth map estimation using color shifting property of a multiple color-filter aperture. ICASSP Seungwon Lee, Junghyun Lee, Monson H. Hayes, Aggelos K. Katsaggelos, Joon Ki Paik
2012	J	`jnl`	Sparse Bayesian Methods for Low-Rank Matrix Estimation. IEEE Trans. Signal Process. S. Derin Babacan, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos
2012	J	`jnl`	Sparse Bayesian blind image deconvolution with parameter estimation. EURASIP J. Image Video Process. Bruno Amizic, Rafael Molina, Aggelos K. Katsaggelos
2012	J	`jnl`	Special Issue on Subspace and Manifold Learning for Image and Video Indexing and Search. IEEE Trans. Syst. Man Cybern. Part B Yun Fu, Xian-Sheng Hua, Zhu Li, Aggelos K. Katsaggelos, Thomas S. Huang
2012	J	`jnl`	Special issue on advances in 2D/3D Video Streaming Over P2P Networks. Signal Process. Image Commun. Naeem Ramzan, Ebroul Izquierdo, Hyunggon Park, Aggelos K. Katsaggelos, Johan A. Pouwelse
2012	—	`conf`	Tracking-optimal error control schemes for H.264 compressed video for vehicle surveillance. EUSIPCO Zhaofu Chen, Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2012	—	`conf`	Upsampling and denoising of depth maps via joint-segmentation. EUSIPCO Miguel Tallon, S. Derin Babacan, Javier Mateos, Minh N. Do, Rafael Molina, Aggelos K. Katsaggelos
2012	—	`conf`	Use of tight frames for optimized compressed sensing. EUSIPCO Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
2011	—	`conf`	A Bayesian Active Learning Framework for a Two-Class Classification Problem. MUSCLE Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2011	B	`conf`	A novel iterative image restoration algorithm using nonstationary image priors. ICIP Esteban Vera, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2011	J	`jnl`	A survey of classical methods and new trends in pansharpening of multispectral images. EURASIP J. Adv. Signal Process. Israa Amro, Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2011	A	`conf`	Adaptive joint demosaicing and Subpixel-based Down-sampling for Bayer image. ICME Lu Fang, Oscar C. Au, Aggelos K. Katsaggelos
2011	J	`jnl`	Anomalous video event detection using spatiotemporal context. Comput. Vis. Image Underst. Fan Jiang, Junsong Yuan, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2011	Misc	`conf`	Anti-aliasing filter for subpixel down-sampling based on frequency analysis. ICASSP Lu Fang, Ketan Tang, Oscar C. Au, Aggelos K. Katsaggelos
2011	B	`conf`	Bayesian TV denoising of SAR images. ICIP Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2011	—	`conf`	Bayesian partial out-of-focus blur removal with parameter estimation. EUSIPCO Bruno Amizic, Rafael Molina, Aggelos K. Katsaggelos
2011	J	`jnl`	Bayesian symmetrical EEG/fMRI fusion with spatially adaptive priors. NeuroImage Martin Luessi, S. Derin Babacan, Rafael Molina, James R. Booth, Aggelos K. Katsaggelos
2011	B	`conf`	Channel protection for H.264 compression in transportation video surveillance applications. ICIP Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2011	J	`jnl`	Colorizing a Masterpiece [Applications Corner]. IEEE Signal Process. Mag. Sotirios A. Tsaftaris, Kristin H. Lister, Inge Fiedler, Francesca Casadio, Aggelos K. Katsaggelos
2011	B	`conf`	Compressive passive millimeter-wave imaging. ICIP S. Derin Babacan, Martin Luessi, Leonidas Spinoulas, Aggelos K. Katsaggelos, Nachappa Gopalsami, Thomas W. Elmer, Ryan Ahern, Shaolin Liao, Apostolos C. Raptis
2011	C	`conf`	Design of benchmark imagery for validating facility annotation algorithms. IGARSS Randy S. Roberts, Paul A. Pope, Ranga Raju Vatsavai, Ming Jiang, Lloyd F. Arrowood, Timothy G. Trucano, Shaun S. Gleason, Anil M. Cheriyadat, Alex Sorokine, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas, Lucinda R. Gaines, Lawrence K. Chilton
2011	C	`conf`	Image prior combination in space-variant blur deconvolution for the dual exposure problem. ISPA Miguel Tallon, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2011	A	`conf`	Indexed spatio-temporal appearance models for query-driven video action recognition. ICME Haomian Zheng, Zhu Li, Aggelos K. Katsaggelos, Jia You
2011	J	`jnl`	Low-Complexity Tracking-Aware H.264 Video Compression for Transportation Surveillance. IEEE Trans. Circuits Syst. Video Technol. Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2011	Misc	`conf`	Low-rank matrix completion by variational sparse Bayesian learning. ICASSP S. Derin Babacan, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos
2011	—	`conf`	Maximum a posteriori super-resolution of compressed video with a novel multichannel image prior and a new observation model. EUSIPCO Stefanos P. Belekos, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
2011	C	`conf`	Retrieval of video clips with missing frames using sparse Bayesian reconstruction. ISPA Pablo Ruiz, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2011	—	`conf`	Space-variant kernel deconvolution for dual exposure problem. EUSIPCO Miguel Tallon, Javier Mateos, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2011	J	`jnl`	Super Resolution of Multispectral Images using ℓ1 Image Models and Interband Correlations. J. Signal Process. Syst. Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2011	B	`conf`	Tracking-optimized quantization for H.264 compression in transportation video surveillance applications. ICIP Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2011	A	`conf`	Understanding dynamic scenes by hierarchical motion pattern mining. ICME Lei Song, Fan Jiang, Zhongke Shi, Aggelos K. Katsaggelos
2011	J	`jnl`	Variational Bayesian Super Resolution. IEEE Trans. Image Process. S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2011	A	`conf`	Video retrieval using sparse Bayesian reconstruction. ICME Pablo Ruiz, S. Derin Babacan, Li Gao, Zhu Li, Rafael Molina, Aggelos K. Katsaggelos
2010	—	`ch.`	A Resolution Adaptive Video Compression System. Intelligent Multimedia Communication Serhan Uslubas, Ehsan Maani, Aggelos K. Katsaggelos
2010	B	`conf`	A game theoretic approach to video streaming over peer-to-peer networks. ICIP Ehsan Maani, Aggelos K. Katsaggelos
2010	B	`conf`	A novel image retrieval framework exploring inter cluster distance. ICIP Xin Xin, Aggelos K. Katsaggelos
2010	J	`jnl`	Application-Centric Routing for Video Streaming Over MultiHop Wireless Networks. IEEE Trans. Circuits Syst. Video Technol. Dalei Wu, Song Ci, Haohong Wang, Aggelos K. Katsaggelos
2010	A	`conf`	Audio-visual anticipatory coarticulation modeling by human and machine. INTERSPEECH Louis H. Terry, Karen Livescu, Janet B. Pierrehumbert, Aggelos K. Katsaggelos
2010	J	`jnl`	Bayesian Blind Deconvolution From Differently Exposed Image Pairs. IEEE Trans. Image Process. S. Derin Babacan, Jingnan Wang, Rafael Molina, Aggelos K. Katsaggelos
2010	J	`jnl`	Bayesian Compressive Sensing Using Laplace Priors. IEEE Trans. Image Process. S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2010	—	`conf`	Combining observation models in dual exposure problems using the Kullback-Leibler divergence. EUSIPCO Miguel Tallon, Javier Mateos, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2010	Misc	`conf`	Content-aware H.264 encoding for traffic video tracking applications. ICASSP Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2010	—	`conf`	Efficient image correspondence measurements in airborne applications using inertial navigation sensors. EUSIPCO Matthew Woods, Aggelos K. Katsaggelos
2010	Misc	`conf`	Fast total variation image restoration with parameter estimation using bayesian inference. ICASSP Bruno Amizic, S. Derin Babacan, Michael K. Ng, Rafael Molina, Aggelos K. Katsaggelos
2010	C	`conf`	Geospatial image mining for nuclear proliferation detection: Challenges and new opportunities. IGARSS Ranga Raju Vatsavai, Budhendra L. Bhaduri, Anil M. Cheriyadat, Lloyd F. Arrowood, Eddie A. Bright, Shaun S. Gleason, Carl Diegert, Aggelos K. Katsaggelos, Thrasos N. Pappas, Reid B. Porter, Jim Bollinger, Barry Chen, Ryan Hohimer
2010	—	`conf`	Image prior combination in super-resolution image reconstruction. EUSIPCO Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2010	B	`conf`	In-sequence video duplicate detection with fast point-to-line matching. ICIP Bo Liu, Zhu Li, Meng Wang, Aggelos K. Katsaggelos
2010	J	`jnl`	Maximum a Posteriori Video Super-Resolution Using a New Multichannel Image Prior. IEEE Trans. Image Process. Stefanos P. Belekos, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
2010	B	`conf`	Part-based initialization for hand tracking. ICIP Jiang Xu, Ying Wu, Aggelos K. Katsaggelos
2010	B	`conf`	Quantization optimized H.264 encoding for traffic video tracking applications. ICIP Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2010	B	`conf`	Shape error concealment based on a shape-preserving boundary approximation. ICIP Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
2010	—	`conf`	Sparse Bayesian blind image deconvolution with parameter estimation. EUSIPCO Bruno Amizic, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2010	B	`conf`	Sparse Bayesian image restoration. ICIP S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2010	Misc	`conf`	Symmetrical EEG/FMRI fusion with spatially adaptive priors using variational distribution approximation. ICASSP Martin Luessi, S. Derin Babacan, Rafael Molina, James R. Booth, Aggelos K. Katsaggelos
2010	—	`conf`	Tracking-optimal pre- and post-processing for H.264 compression in traffic video surveillance applications. ICECS Eren Soyak, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2010	J	`jnl`	Unequal Error Protection for Robust Streaming of Scalable Video Over Packet Lossy Networks. IEEE Trans. Circuits Syst. Video Technol. Ehsan Maani, Aggelos K. Katsaggelos
2010	B	`conf`	Using the Kullback-Leibler divergence to combine image priors in Super-Resolution image reconstruction. ICIP Salvador Villena, Miguel Vega, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2010	J	`jnl`	Variational Bayesian Image Restoration With a Product of Spatially Weighted Total Variation Image Priors. IEEE Trans. Image Process. Giannis K. Chantas, Nikolas P. Galatsanos, Rafael Molina, Aggelos K. Katsaggelos
2010	—	`conf`	Variational Bayesian inference image restoration using a product of total variation-like image priors. CIP Giannis K. Chantas, Nikolaos Galatsanos, Rafael Molina, Aggelos K. Katsaggelos
2010	B	`conf`	Video anomaly detection in spatiotemporal context. ICIP Fan Jiang, Junsong Yuan, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2009	J	`jnl`	A Computational Auditory Scene Analysis-Enhanced Beamforming Approach for Sound Source Separation. EURASIP J. Adv. Signal Process. Laura Ann Drake, Janet C. Rutledge, Jiucai Zhang, Aggelos K. Katsaggelos
2009	J	`jnl`	A Dynamic Hierarchical Clustering Method for Trajectory-Based Unusual Video Event Detection. IEEE Trans. Image Process. Fan Jiang, Ying Wu, Aggelos K. Katsaggelos
2009	J	`jnl`	A quality-driven decision engine for live video transmission under service-oriented architecture. IEEE Wirel. Commun. Dalei Wu, Song Ci, Haiyan Luo, Haohong Wang, Aggelos K. Katsaggelos
2009	B	`conf`	A video retrieval algorithm using random projections. ICIP Li Gao, Zhu Li, Aggelos K. Katsaggelos
2009	J	`jnl`	An Efficient Video Indexing and Retrieval Algorithm Using the Luminance Field Trajectory Modeling. IEEE Trans. Circuits Syst. Video Technol. Li Gao, Zhu Li, Aggelos K. Katsaggelos
2009	B	`conf`	Application-Centric Routing for Video Streaming over Multi-hop Wireless Networks. SECON Dalei Wu, Song Ci, Haiyan Luo, Haohong Wang, Aggelos K. Katsaggelos
2009	B	`conf`	Bayesian blind deconvolution from differently exposed image pairs. ICIP S. Derin Babacan, Jingnan Wang, Rafael Molina, Aggelos K. Katsaggelos
2009	B	`conf`	Compressive sensing of light fields. ICIP S. Derin Babacan, Reto Ansorge, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos
2009	J	`jnl`	Decision-aided compensation of severe phase-impairment-induced inter-carrier interference in frequency-selective OFDM. IEEE Trans. Wirel. Commun. Konstantinos Nikitopoulos, Stelios Stefanatos, Aggelos K. Katsaggelos
2009	B	`conf`	Detecting contextual anomalies of crowd motion in surveillance video. ICIP Fan Jiang, Ying Wu, Aggelos K. Katsaggelos
2009	B	`conf`	Efficient motion compensated frame rate upconversion using multiple interpolations and median filtering. ICIP Martin Luessi, Aggelos K. Katsaggelos
2009	Misc	`conf`	Fast bayesian compressive sensing using Laplace priors. ICASSP S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2009	J	`jnl`	Framework for efficient optimal multilevel image thresholding. J. Electronic Imaging Martin Luessi, Marco Eichmann, Guido M. Schuster, Aggelos K. Katsaggelos
2009	J	`jnl`	Guest Editorial. Comput. J. Aggelos K. Katsaggelos, Rafael Molina
2009	B	`conf`	Image restoration by mixture modelling of an overcomplete linear representation. ICIP Luis Mancera, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2009	—	`conf`	L1 prior majorization in Bayesian image restoration. DPS Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2009	B	`conf`	Local Bayesian image restoration using variational methods and Gamma-Normal distributions. ICIP Javier Mateos, Tom E. Bishop, Rafael Molina, Aggelos K. Katsaggelos
2009	B	`conf`	Maximum a posteriori super-resolution of compressed video using a new multichannel image prior. ICIP Stefanos P. Belekos, Nikolas P. Galatsanos, S. Derin Babacan, Aggelos K. Katsaggelos
2009	—	`ch.`	Multimedia Data Indexing. Semantic Mining Technologies for Multimedia Databases Zhu Li, Yun Fu, Junsong Yuan, Ying Wu, Aggelos K. Katsaggelos, Thomas S. Huang
2009	—	`conf`	Non-convex priors in Bayesian compressed sensing. EUSIPCO S. Derin Babacan, Luis Mancera, Rafael Molina, Aggelos K. Katsaggelos
2009	J	`jnl`	Optimized Bit Extraction Using Distortion Modeling in the Scalable Extension of H.264/AVC. IEEE Trans. Image Process. Ehsan Maani, Aggelos K. Katsaggelos
2009	B	`conf`	Parameter Estimation in Bayesian Super-Resolution Image Reconstruction from Low Resolution Rotated and Translated Images. ACIVS Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2009	J	`jnl`	Power-Aware Mobile Multimedia: a Survey (Invited Paper). J. Commun. Jiucai Zhang, Dalei Wu, Song Ci, Haohong Wang, Aggelos K. Katsaggelos
2009	J	`jnl`	SoftCuts: A Soft Edge Smoothness Prior for Color Image Super-Resolution. IEEE Trans. Image Process. Shengyang Dai, Mei Han, Wei Xu, Ying Wu, Yihong Gong, Aggelos K. Katsaggelos
2009	J	`jnl`	Special Issue on Quality-Driven Cross-Layer Design for Multimedia Communications. IEEE Trans. Multim. Aggelos K. Katsaggelos, Song Ci, Haohong Wang, Qian Zhang, Antonios Argyriou
2009	J	`jnl`	Super-Resolution of Multispectral Images. Comput. J. Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2009	C	`conf`	Two-dimensional channel coding for scalable H.264/AVC video. PCS Ehsan Maani, Aggelos K. Katsaggelos
2009	J	`jnl`	Variational Bayesian Blind Deconvolution Using a Total Variation Prior. IEEE Trans. Image Process. S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2008	B	`conf`	A Kd-Tree Based Dynamic Indexing Scheme for Video Retrieval and Geometry Matching. ICCCN Li Gao, Zhu Li, Aggelos K. Katsaggelos
2008	B	`conf`	A dynamic programming solution to tracking and elastically matching left ventricular walls in cardiac cine MRI. ICIP Sotirios A. Tsaftaris, Valentin Andermatt, Andre Schlegel, Aggelos K. Katsaggelos, Debiao Li, Rohan Dharmakumar
2008	B	`conf`	A phone-viseme dynamic Bayesian network for audio-visual automatic speech recognition. ICPR Louis H. Terry, Aggelos K. Katsaggelos
2008	Misc	`conf`	Abnormal event detection based on trajectory clustering by 2-depth greedy search. ICASSP Fan Jiang, Ying Wu, Aggelos K. Katsaggelos
2008	B	`conf`	Automated line flattening of Atomic Force Microscopy images. ICIP Sotirios A. Tsaftaris, Jana Zujovic, Aggelos K. Katsaggelos
2008	B	`conf`	Combination of MR surface coil images using weighted constrained least squares. ICIP S. Derin Babacan, Xiaoming Yin, Andrew C. Larson, Aggelos K. Katsaggelos
2008	B	`conf`	Feature space video stream consistency estimation for dynamic stream weighting in audio-visual speech recognition. ICIP Louis H. Terry, Derek J. Shiell, Aggelos K. Katsaggelos
2008	Misc	`conf`	Generalized Gaussian Markov random field image restoration using variational distribution approximation. ICASSP S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2008	J	`jnl`	Joint Data Detection and Channel Tracking for OFDM Systems With Phase Noise. IEEE Trans. Signal Process. Stelios Stefanatos, Aggelos K. Katsaggelos
2008	J	`jnl`	Joint Source Adaptation and Resource Allocation for Multi-User Wireless Video Streaming. IEEE Trans. Circuits Syst. Video Technol. Jianwei Huang, Zhu Li, Mung Chiang, Aggelos K. Katsaggelos
2008	J	`jnl`	Joint Video Summarization and Transmission Adaptation for Energy-Efficient Wireless Video Streaming. EURASIP J. Adv. Signal Process. Zhu Li, Fan Zhai, Aggelos K. Katsaggelos
2008	B	`conf`	Local feature extraction for video copy detection in a database. ICIP Ehsan Maani, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2008	J	`jnl`	Locally adaptive subspace and similarity metric learning for visual data clustering and retrieval. Comput. Vis. Image Underst. Yun Fu, Zhu Li, Thomas S. Huang, Aggelos K. Katsaggelos
2008	—	`conf`	Maximum a posteriori video super-resolution with a new multichannel image prior. EUSIPCO Stefanos P. Belekos, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
2008	C	`conf`	Optimized Bit Extraction Using Distortion Estimation in the Scalable Extension of H.264/AVC. ISM Ehsan Maani, Aggelos K. Katsaggelos
2008	J	`jnl`	Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation. IEEE Trans. Image Process. S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2008	—	`conf`	Parameter estimation in total variation blind deconvolution. EUSIPCO S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2008	B	`conf`	Quality-Driven Optimization for Content-Aware Real-Time Video Streaming in Wireless Mesh Networks. GLOBECOM Dalei Wu, Haiyan Luo, Song Ci, Haohong Wang, Aggelos K. Katsaggelos
2008	J	`jnl`	Resource Allocation for Downlink Multiuser Video Transmission Over Wireless Lossy Networks. IEEE Trans. Image Process. Ehsan Maani, Peshala V. Pahalawatta, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos
2008	—	`conf`	Restoration of the cantilever bowing distortion in Atomic Force Microscopy images. EUSIPCO Sotirios A. Tsaftaris, Jana Zujovic, Aggelos K. Katsaggelos
2008	J	`jnl`	Source fidelity over fading channels: performance of erasure and scalable codes. IEEE Trans. Commun. Konstantinos E. Zachariadis, Michael L. Honig, Aggelos K. Katsaggelos
2008	—	`conf`	Super Resolution of Multispectral Images Using TV Image Models. KES (3) Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2008	B	`conf`	Total variation super resolution using a variational approach. ICIP S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2008	—	`conf`	Using Logarithmic Opinion Pooling Techniques in Bayesian Blind Multi-Channel Restoration. VISAPP (1) Bruno Amizic, Aggelos K. Katsaggelos, Rafael Molina
2008	B	`conf`	Vector quantization with memory and multi-labeling for isolated video-only automatic speech recognition. ICIP Louis H. Terry, Derek J. Shiell, Aggelos K. Katsaggelos
2007	J	`jnl`	A Study on the Usage of Cross-Layer Power Control and Forward Error Correction for Embedded Video Transmission over Wireless Links. Adv. Multim. Fabrizio Granelli, Cristina Emilia Costa, Aggelos K. Katsaggelos
2007	—	`conf`	Abnormal Event Detection from Surveillance Video by Dynamic Hierarchical Clustering. ICIP (5) Fan Jiang, Ying Wu, Aggelos K. Katsaggelos
2007	J	`jnl`	Content-Aware Resource Allocation and Packet Scheduling for Video Transmission over Wireless Networks. IEEE J. Sel. Areas Commun. Peshala V. Pahalawatta, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos
2007	—	`conf`	Content-Aware Resource Allocation for Scalable Video Transmission to Multiple Users Over a Wireless Network. ICASSP (1) Peshala V. Pahalawatta, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2007	—	`conf`	DNA Microarray Image Intensity Extraction using Eigenspots. ICIP (6) Sotirios A. Tsaftaris, Ramandeep Ahuja, Derek J. Shiell, Aggelos K. Katsaggelos
2007	A*	`conf`	Detector Ensemble. CVPR Shengyang Dai, Ming Yang, Ying Wu, Aggelos K. Katsaggelos
2007	—	`conf`	From Global to Local Bayesian Parameter Estimation in Image Restoration using Variational Distribution Approximations. ICIP (1) Rafael Molina, Miguel Vega, Aggelos K. Katsaggelos
2007	A	`conf`	Joint Source Coding and Data Rate Adaptation for Multi-User Wireless Video Transmission. ICME Fan Zhai, Zhu Li, Aggelos K. Katsaggelos
2007	—	`book`	Joint Source-Channel Video Transmission Fan Zhai, Aggelos K. Katsaggelos
2007	—	`conf`	Optimal Mode Selection and Channel Coding for Video Transmission Over Wireless Channels using H.264/AVC. ICASSP (1) Ehsan Maani, Fan Zhai, Aggelos K. Katsaggelos
2007	B	`conf`	Packet Scheduling for Scalable Video Streaming Over Lossy Packet Access Networks. ICCCN Ehsan Maani, Yijing Luo, Peshala V. Pahalawatta, Aggelos K. Katsaggelos
2007	J	`jnl`	Region-based super-resolution for compression. Multidimens. Syst. Signal Process. Dácil Barreto, Luis D. Alvarez, Rafael Molina, Aggelos K. Katsaggelos, Gustavo M. Callicó
2007	—	`conf`	Resource Allocation for Downlink Multiuser Video Transmission Over Wireless Lossy Networks. ICIP (5) Ehsan Maani, Peshala V. Pahalawatta, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos
2007	—	`conf`	Retrieval accuracy of very large DNA-based databases of digital signals. EUSIPCO Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2007	J	`jnl`	Review of content-aware resource allocation schemes for video streaming over wireless networks. Wirel. Commun. Mob. Comput. Peshala V. Pahalawatta, Aggelos K. Katsaggelos
2007	C	`conf`	Robust Video Retrieval with Luminance Field Trace Indexing and Geometry Matching. CBMI Li Gao, Zhu Li, Aggelos K. Katsaggelos
2007	J	`jnl`	Signal Processing Technologies for Ambient Intelligence in Home-Care Applications. EURASIP J. Adv. Signal Process. Francesco G. B. De Natale, Aggelos K. Katsaggelos, Oscar Mayora, Ying Wu
2007	—	`book`	Super Resolution of Images and Video Aggelos K. Katsaggelos, Rafael Molina, Javier Mateos
2007	—	`conf`	Super resolution of multispectral images using locally adaptive models. EUSIPCO Rafael Molina, Javier Mateos, Miguel Vega, Aggelos K. Katsaggelos
2007	—	`conf`	Total Variation Image Restoration and Parameter Estimation using Variational Posterior Distribution Approximation. ICIP (1) S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2007	—	`conf`	Total variation blind deconvolution using a variational approach to parameter, image, and blur estimation. EUSIPCO S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2007	—	`conf`	Variational posterior distribution approximation in bayesian emission tomography reconstruction using a gamma mixture prior. VISAPP (Special Sessions) Rafael Molina, Antonio López, José Manuel Martín, Aggelos K. Katsaggelos
2006	J	`jnl`	A Bayesian Super-Resolution Approach to Demosaicing of Blurred Images. EURASIP J. Adv. Signal Process. Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2006	—	`conf`	A content-aware scheduling scheme for video streaming to multiple users over wireless networks. EUSIPCO Peshala V. Pahalawatta, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos
2006	J	`jnl`	Audio-Visual Biometrics. Proc. IEEE Petar S. Aleksic, Aggelos K. Katsaggelos
2006	J	`jnl`	Automatic facial expression recognition using facial animation parameters and multistream HMMs. IEEE Trans. Inf. Forensics Secur. Petar S. Aleksic, Aggelos K. Katsaggelos
2006	J	`jnl`	Blind Deconvolution Using a Variational Approach to Parameter, Image, and Blur Estimation. IEEE Trans. Image Process. Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos
2006	—	`conf`	DNA Hybridization as a Similarity Criterion for Querying Digital Signals Stored in DNA Databases. ICASSP (2) Sotirios A. Tsaftaris, Vassily Hatzimanikatis, Aggelos K. Katsaggelos
2006	B	`conf`	Fast Video Shot Retrieval with Luminance Field Trace Indexing and Geometry Matching. ICIP Li Gao, Zhu Li, Aggelos K. Katsaggelos
2006	—	`conf`	Hierarchical Bayesian super resolution reconstruction of multispectral images. EUSIPCO Rafael Molina, Miguel Vega, Javier Mateos, Aggelos K. Katsaggelos
2006	—	`conf`	Joint source-channel coding and power allocation for video transmission over wireless fading channels. CCNC Ehsan Maani, Aggelos K. Katsaggelos
2006	J	`jnl`	Joint source-channel coding for wireless object-based video communications utilizing data hiding. IEEE Trans. Image Process. Haohong Wang, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2006	A	`conf`	Locally Embedded Linear Subspaces for Efficient Video Indexing and Retrieval. ICME Zhu Li, Li Gao, Aggelos K. Katsaggelos
2006	J	`jnl`	Motion compensated shape error concealment. IEEE Trans. Image Process. Guido M. Schuster, Aggelos K. Katsaggelos
2006	B	`conf`	New Results on Efficient Optimal Multilevel Image Thresholding. ICIP Martin Luessi, Marco Eichmann, Guido M. Schuster, Aggelos K. Katsaggelos
2006	B	`conf`	Parameter Estimation in Bayesian Reconstruction of Multispectral Images using Super Resolution Techniques. ICIP Rafael Molina, Miguel Vega, Javier Mateos, Aggelos K. Katsaggelos
2006	—	`conf`	Pricing Based Collaborative Multi-User Video Streamming Over Power Constrained Wireless Downlink. ICASSP (5) Zhu Li, Jianwei Huang, Aggelos K. Katsaggelos
2006	J	`jnl`	Rate-distortion optimized hybrid error control for real-time packetized video transmission. IEEE Trans. Image Process. Fan Zhai, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2006	B	`conf`	Resampling for Spatial Scalability. ICIP C. Andrew Segall, Aggelos K. Katsaggelos
2006	J	`jnl`	Stochastic methods for joint registration, restoration, and interpolation of multiple undersampled images. IEEE Trans. Image Process. Nathan A. Woods, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
2006	B	`conf`	Tracking Motion-Blurred Targets in Video. ICIP Shengyang Dai, Ming Yang, Ying Wu, Aggelos K. Katsaggelos
2006	—	`conf`	Transmission Tomography Reconstruction Using Compound Gauss-Markov Random Fields and Ordered Subsets. ICIAR (2) Antonio López, José Manuel Martín, Rafael Molina, Aggelos K. Katsaggelos
2006	J	`jnl`	VAPOR: variance-aware per-pixel optimal resource allocation. IEEE Trans. Image Process. Yiftach Eisenberg, Fan Zhai, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2005	—	`ed.`	1st International ICST Conference on Multimedia Services Access Networks, MSAN 2005, Orlando, FL, USA, June 13-15, 2005 MSAN Aggelos K. Katsaggelos, Csaba A. Szabó
2005	—	`conf`	A cross-layer approach for energy efficient transmission of progressively coded images over wireless channels. ICIP (1) Cristina Costa, Fabrizio Granelli, Aggelos K. Katsaggelos
2005	J	`jnl`	A multicamera setup for generating stereo panoramic video. IEEE Trans. Multim. Stavros Tzavidas, Aggelos K. Katsaggelos
2005	J	`jnl`	Advances in Efficient Resource Allocation for Packet-Based Real-Time Video Transmission. Proc. IEEE Aggelos K. Katsaggelos, Yiftach Eisenberg, Fan Zhai, Randall Berry, Thrasyvoulos N. Pappas
2005	—	`conf`	Approximations of posterior distributions in blind deconvolution using variational methods. ICIP (2) Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2005	—	`conf`	Bayesian Reconstruction for Transmission Tomography with Scale Hyperparameter Estimation. IbPRIA (2) Antonio López, Rafael Molina, Aggelos K. Katsaggelos
2005	—	`conf`	Bayesian Reconstruction of Color Images Acquired with a Single CCD. IbPRIA (1) Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2005	—	`conf`	Comparison of MPEG-4 facial animation parameter groups with respect to audio-visual speech recognition performance. ICIP (3) Petar S. Aleksic, Aggelos K. Katsaggelos
2005	J	`jnl`	Cost-distortion optimized unequal error protection for object-based video communications. IEEE Trans. Circuits Syst. Video Technol. Haohong Wang, Fan Zhai, Yiftach Eisenberg, Aggelos K. Katsaggelos
2005	—	`conf`	Energy efficient video summarization and transmission over a slow fading wireless channel. Electronic Imaging: Image and Video Communications and Processing Zhu Li, Fan Zhai, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas
2005	J	`jnl`	Energy-efficient wireless video coding and delivery. IEEE Wirel. Commun. Aggelos K. Katsaggelos, Fan Zhai, Yiftach Eisenberg, Randall Berry
2005	J	`jnl`	Iterative regularized mixed norm multichannel image restoration. J. Electronic Imaging Min-Cheol Hong, Tania Stathaki, Aggelos K. Katsaggelos
2005	J	`jnl`	Joint source coding and packet classification for real-time video transmission over differentiated services networks. IEEE Trans. Multim. Fan Zhai, Carlos E. Luna, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2005	J	`jnl`	Joint source-channel coding and power adaptation for energy efficient wireless video communications. Signal Process. Image Commun. Fan Zhai, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2005	J	`jnl`	MINMAX optimal video summarization. IEEE Trans. Circuits Syst. Video Technol. Zhu Li, Guido M. Schuster, Aggelos K. Katsaggelos
2005	—	`conf`	MPEG-4 outer-inner lip FAP interpolation. Electronic Imaging: Image and Video Communications and Processing Zhilin Wu, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas
2005	—	`conf`	Multiple global affine motion model for H.264 video coding with low bit rate. Electronic Imaging: Image and Video Communications and Processing Xiaohuan Li, Joel R. Jackson, Aggelos K. Katsaggelos, Russel M. Merserau
2005	—	`conf`	On Designing DNA Databases for the Storage and Retrieval of Digital Signals. ICNC (2) Sotirios A. Tsaftaris, Aggelos K. Katsaggelos
2005	J	`jnl`	Rate-Distortion Optimal Video Summary Generation. IEEE Trans. Image Process. Zhu Li, Guido M. Schuster, Aggelos K. Katsaggelos, Bhavan Gandhi
2005	C	`conf`	Rate-Distortion Optimization for Internet Video Summarization and Transmission. MMSP Peshala V. Pahalawatta, Zhu Li, Fan Zhai, Aggelos K. Katsaggelos
2005	J	`jnl`	Rate-distortion optimal bit allocation for object-based video coding. IEEE Trans. Circuits Syst. Video Technol. Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos
2005	—	`conf`	Rate-distortion optimized video summary generation and transmission over packet lossy networks. Electronic Imaging: Image and Video Communications and Processing Peshala V. Pahalawatta, Zhu Li, Fan Zhai, Aggelos K. Katsaggelos
2005	B	`conf`	Source fidelity over fading channels: erasure codes versus scalable codes. GLOBECOM Konstantinos E. Zachariadis, Michael L. Honig, Aggelos K. Katsaggelos
2005	C	`conf`	Video Summarization and Transmission Power Adaptation for Very Low Bit Rate Multiuser Wireless Uplink Video Communication. MMSP Zhu Li, Alan Q. Cheng, Aggelos K. Katsaggelos, Faisal Ishtiaq
2005	—	`conf`	Video summarization for multiple path communication. ICIP (1) Zhu Li, Guido M. Schuster, Aggelos K. Katsaggelos
2004	B	`conf`	A Hybrid Source-Channel Coding Scheme for Object-based Wireless Video Communications. ICCCN Haohong Wang, Aggelos K. Katsaggelos
2004	J	`jnl`	A rate-distortion optimal alternative to matching pursuit. IEEE Trans. Signal Process. Tom Ryen, Guido M. Schuster, Aggelos K. Katsaggelos
2004	—	`conf`	An adaptive coding scheme using affine motion model for MPEG P-VOP. ICASSP (3) Xiaohuan Li, Joel R. Jackson, Aggelos K. Katsaggelos, Russell M. Mersereau
2004	B	`conf`	An integrated joint source-channel coding framework for video transmission over packet lossy networks. ICIP Fan Zhai, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2004	J	`jnl`	Bayesian resolution enhancement of compressed video. IEEE Trans. Image Process. C. Andrew Segall, Aggelos K. Katsaggelos, Rafael Molina, Javier Mateos
2004	B	`conf`	Channel modeling and its effect on the end-to-end distortion in wireless video communications. ICIP Eren Soyak, Yiftach Eisenberg, Fan Zhai, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos
2004	—	`conf`	Comparison of low- and high-level visual features for audio-visual continuous automatic speech recognition. ICASSP (5) Petar S. Aleksic, Aggelos K. Katsaggelos
2004	J	`jnl`	DNA computing from a signal processing viewpoint. IEEE Signal Process. Mag. Sotirios A. Tsaftaris, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas, Eleftherios T. Papoutsakis
2004	—	`conf`	DNA-based matching of digital signals. ICASSP (5) Sotirios A. Tsaftaris, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas, Eleftherios T. Papoutsakis
2004	—	`conf`	Energy efficient wireless transmission of MPEG-4 fine granular scalable video. ICC Cristina Emilia Costa, Yiftach Eisenberg, Fan Zhai, Aggelos K. Katsaggelos
2004	C	`conf`	Estimation of High Resolution Images and Registration Parameters from Low Resolution Observations. CIARP Salvador Villena, Javier Abad, Rafael Molina, Aggelos K. Katsaggelos
2004	B	`conf`	Fast video shot retrieval by trace geometry matching in principal component space. ICIP Zhu Li, Aggelos K. Katsaggelos, Bhavan Gandhi
2004	J	`jnl`	High-resolution images from compressed low-resolution video: Motion estimation and observable pixels. Int. J. Imaging Syst. Technol. Luis D. Alvarez, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2004	J	`jnl`	How can DNA computing be applied to digital signal processing? IEEE Signal Process. Mag. Sotirios A. Tsaftaris, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas, Eleftherios T. Papoutsakis
2004	J	`jnl`	Introduction to the Special Issue on Audio and Video Analysis for Multimedia Interactive Services. IEEE Trans. Circuits Syst. Video Technol. Ebroul Izquierdo, Aggelos K. Katsaggelos, Michael G. Strintzis
2004	B	`conf`	Joint object-based video encoding and power management for energy efficient wireless video communications. ICIP Haohong Wang, Yiftach Eisenberg, Fan Zhai, Aggelos K. Katsaggelos
2004	J	`jnl`	Joint optimal object shape estimation and encoding. IEEE Trans. Circuits Syst. Video Technol. Lisimachos P. Kondi, Gerry Melnikov, Aggelos K. Katsaggelos
2004	B	`conf`	Motion compensated shape error concealment. ICIP Guido M. Schuster, Aggelos K. Katsaggelos
2004	B	`conf`	Motion estimation in high resolution image reconstruction from compressed video sequences. ICIP Luis D. Alvarez, Rafael Molina, Aggelos K. Katsaggelos
2004	B	`conf`	Optimal object-based video communications over differentiated services networks. ICIP Haohong Wang, Fan Zhai, Yiftach Eisenberg, Aggelos K. Katsaggelos
2004	B	`conf`	Optimal sensor selection for video-based target tracking in a wireless sensor network. ICIP Peshala V. Pahalawatta, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos
2004	B	`conf`	Optimal video summarization with a bit budget constraint. ICIP Zhu Li, Guido M. Schuster, Aggelos K. Katsaggelos, Bhavan Gandhi
2004	J	`jnl`	Parameter estimation in Bayesian reconstruction of SPECT images: An aid in nuclear medicine diagnosis. Int. J. Imaging Syst. Technol. Antonio López, Rafael Molina, Aggelos K. Katsaggelos, Antonio Rodriguez, José M. López, José M. Llamas-Elvira
2004	—	`conf`	Quality metrics for measuring end-to-end distortion in packet-switched video communication systems. Human Vision and Electronic Imaging Yiftach Eisenberg, Fan Zhai, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2004	—	`conf`	Rate-distortion optimal video summarization: a dynamic programming solution. ICASSP (3) Zhu Li, Guido M. Schuster, Aggelos K. Katsaggelos, Bhavan Gandhi
2004	—	`conf`	Rate-distortion optimized hybrid error control for real-time packetized video transmission. ICC Fan Zhai, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2004	—	`conf`	Rate-distortion optimized product code forward error correction for video transmission over IP-based wireless networks. ICASSP (5) Fan Zhai, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2004	B	`conf`	Robust circle detection using a weighted mse estimator. ICIP Guido M. Schuster, Aggelos K. Katsaggelos
2004	—	`conf`	Robust network-adaptive object-based video encoding. ICASSP (3) Haohong Wang, Aggelos K. Katsaggelos
2004	J	`jnl`	Shape error concealment using Hermite splines. IEEE Trans. Image Process. Guido M. Schuster, Xiaohuan Li, Aggelos K. Katsaggelos
2004	J	`jnl`	Spatially adaptive high-resolution image reconstruction of DCT-based compressed images. IEEE Trans. Image Process. Sung Cheol Park, Moon Gi Kang, C. Andrew Segall, Aggelos K. Katsaggelos
2004	J	`jnl`	Speech-to-video synthesis using MPEG-4 compliant visual features. IEEE Trans. Circuits Syst. Video Technol. Petar S. Aleksic, Aggelos K. Katsaggelos
2003	J	`jnl`	A VQ-based blind image restoration algorithm. IEEE Trans. Image Process. Ryo Nakagaki, Aggelos K. Katsaggelos
2003	—	`conf`	A VQ-based blur identification algorithm. ICASSP (3) Ryo Nakagaki, Aggelos K. Katsaggelos
2003	—	`conf`	A novel cost-distortion optimization framework for video streaming over differentiated services networks. ICIP (3) Fan Zhai, Yiftach Eisenberg, Carlos E. Luna, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2003	A	`conf`	A rate-distortion optimized error control scheme for scalable video streaming over the Internet. ICME Fan Zhai, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos
2003	J	`jnl`	An efficient rate-distortion optimal shape coding approach utilizing a skeleton-based decomposition. IEEE Trans. Image Process. Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas
2003	J	`jnl`	Analysis and FPGA Implementation of Image Restoration under Resource Constraints. IEEE Trans. Computers Seda Ogrenci Memik, Aggelos K. Katsaggelos, Majid Sarrafzadeh
2003	Misc	`conf`	Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images. IbPRIA Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2003	Misc	`conf`	Bayesian SPECT Image Reconstruction with Scale Hyperparameter Estimation for Scalable Prior. IbPRIA Antonio López, Rafael Molina, Aggelos K. Katsaggelos
2003	—	`conf`	Bayesian high resolution image reconstruction with incomplete multisensor low resolution systems. ICASSP (3) Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2003	J	`jnl`	Bayesian multichannel image restoration using compound Gauss-Markov random fields. IEEE Trans. Image Process. Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos, Miguel Vega
2003	—	`conf`	Bayesian parameter estimation in image reconstruction from subsampled blurred observations. ICIP (2) Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2003	—	`conf`	Bayesian super-resolution of text image sequences from low resolution observations. ISSPA (1) Francisco J. Cortijo, Salvador Villena, Rafael Molina, Aggelos K. Katsaggelos
2003	—	`conf`	Detection, Classification, and Collaborative Tracking of Multiple Targets Using Video Sensors. IPSN Peshala V. Pahalawatta, Dejan Depalov, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos
2003	—	`conf`	EM-based simultaneous registration, restoration, and interpolation of super-resolved images. ICIP (2) Nathan A. Woods, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
2003	—	`conf`	Efficient frame vector selection based on ordered sets. ICIP (3) Tom Ryen, Guido M. Schuster, Aggelos K. Katsaggelos
2003	J	`jnl`	High-resolution images from low-resolution compressed video. IEEE Signal Process. Mag. C. Andrew Segall, Rafael Molina, Aggelos K. Katsaggelos
2003	J	`jnl`	Joint source coding and data rate adaptation for energy efficient wireless video streaming. IEEE J. Sel. Areas Commun. Carlos E. Luna, Yiftach Eisenberg, Randall Berry, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos
2003	J	`jnl`	Maximizing user utility in video streaming applications. IEEE Trans. Circuits Syst. Video Technol. Carlos E. Luna, Lisimachos P. Kondi, Aggelos K. Katsaggelos
2003	A	`conf`	Minmax optimal shape coding using skeleton decomposition. ICME Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos
2003	C	`conf`	Multi-channel Reconstruction of Video Sequences from Low-Resolution and Compressed Observations. CIARP Luis D. Alvarez, Rafael Molina, Aggelos K. Katsaggelos
2003	—	`conf`	Object-based video compression scheme with optimal bit allocation among shape, motion and texture. ICIP (3) Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos
2003	A	`conf`	Operational rate-distortion optimal bit allocation between shape and texture for MPEG-4 video coding. ICME Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos
2003	J	`jnl`	Parameter estimation in Bayesian high-resolution image reconstruction with multisensors. IEEE Trans. Image Process. Rafael Molina, Miguel Vega, Javier Abad, Aggelos K. Katsaggelos
2003	—	`conf`	Parameter estimation in super-resolution image reconstruction problems. ICASSP (3) Javier Abad, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos
2003	—	`conf`	Preprocessing of compressed digital video based on perceptual quality metrics. Human Vision and Electronic Imaging Passant V. Karunaratne, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas
2003	A	`conf`	Product HMMs for audio-visual continuous speech recognition using facial animation parameters. ICME Petar S. Aleksic, Aggelos K. Katsaggelos
2003	—	`conf`	Robust line detection using a weighted MSE estimator. ICIP (1) Guido M. Schuster, Aggelos K. Katsaggelos
2003	J	`jnl`	Spatially Adaptive Intensity Bounds for Image Restoration. EURASIP J. Adv. Signal Process. Kaaren L. May, Tania Stathaki, Aggelos K. Katsaggelos
2003	—	`conf`	Speech-to-video synthesis using facial animation parameters. ICIP (3) Petar S. Aleksic, Aggelos K. Katsaggelos
2003	—	`conf`	Spline-based boundary loss concealment. ICIP (2) Guido M. Schuster, Xiaohuan Li, Aggelos K. Katsaggelos
2003	A	`conf`	Temporal rate-distortion based optimal video summary generation. ICME Zhu Li, Aggelos K. Katsaggelos, Bhavan Gandhi
2003	—	`conf`	Variance-aware distortion estimation for wireless video communications. ICIP (1) Yiftach Eisenberg, Fan Zhai, Carlos E. Luna, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2002	—	`conf`	A General Multichannel Image Restoration Method Using Compound Models. ICPR (3) Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos, Miguel Vega
2002	—	`conf`	A VQ-based image restoration algorithm. ICIP (1) Ryo Nakagaki, Aggelos K. Katsaggelos
2002	—	`conf`	A color vector quantization based video coder. ICIP (3) Zhu Li, Aggelos K. Katsaggelos
2002	J	`jnl`	A jointly optimal fractal/DCT compression scheme. IEEE Trans. Multim. Gerry Melnikov, Aggelos K. Katsaggelos
2002	Misc	`conf`	A rate-distortion optimal coding alternative to matching pursuit. ICASSP Tom Ryen, Guido M. Schuster, Aggelos K. Katsaggelos
2002	—	`conf`	A recursive shape error concealment algorithm. ICIP (1) Guido M. Schuster, Xiaohuan Li, Aggelos K. Katsaggelos
2002	J	`jnl`	An HMM-based speech-to-video synthesizer. IEEE Trans. Neural Networks Jay J. Williams, Aggelos K. Katsaggelos
2002	C	`conf`	An optimal shape encoding scheme using skeleton decomposition. IEEE Workshop on Multimedia Signal Processing Haohong Wang, Guido M. Schuster, Aggelos K. Katsaggelos, Thrasyvoulos N. Pappas
2002	J	`jnl`	Audio-Visual Speech Recognition Using MPEG-4 Compliant Visual Features. EURASIP J. Adv. Signal Process. Petar S. Aleksic, Jay J. Williams, Zhilin Wu, Aggelos K. Katsaggelos
2002	—	`conf`	Audio-visual continuous speech recognition using MPEG-4 compliant visual features. ICIP (1) Petar S. Aleksic, Jay J. Williams, Zhilin Wu, Aggelos K. Katsaggelos
2002	—	`conf`	Disparity variation in stereo-panoramic video. ICIP (3) Stavros Tzavidas, Aggelos K. Katsaggelos
2002	—	`conf`	Energy efficient wireless video communications for the digital set-top box. ICIP (2) Yiftach Eisenberg, Carlos E. Luna, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2002	Misc	`conf`	High-resolution image reconstruction of low-resolution DCT-based compressed images. ICASSP Sung Cheol Park, Moon Gi Kang, C. Andrew Segall, Aggelos K. Katsaggelos
2002	J	`jnl`	Joint source coding and transmission power management for energy efficient wireless video communications. IEEE Trans. Circuits Syst. Video Technol. Yiftach Eisenberg, Carlos E. Luna, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2002	J	`jnl`	Joint source-channel coding for motion-compensated DCT-based SNR scalable video. IEEE Trans. Image Process. Lisimachos P. Kondi, Faisal Ishtiaq, Aggelos K. Katsaggelos
2002	B	`conf`	Lip Tracking for MPEG-4 Facial Animation. ICMI Zhilin Wu, Petar S. Aleksic, Aggelos K. Katsaggelos
2002	—	`conf`	Multicamera setup for generating stereo panoramic video. Three-Dimensional Image Capture and Applications Stavros Tzavidas, Aggelos K. Katsaggelos
2002	—	`conf`	Optimal source coding and transmission power management using a min-max expected distortion approach. ICIP (1) Carlos E. Luna, Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2002	Misc	`conf`	Reconstruction of high-resolution image frames from a sequence of low-resolution and compressed observations. ICASSP C. Andrew Segall, Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos
2002	J	`jnl`	SPECT Image Reconstruction Using Compound Prior Models. Int. J. Pattern Recognit. Artif. Intell. Antonio López, Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos
2002	—	`conf`	Scale hyperparameter estimation for GGMRF prior models with application to SPECT images. DSP Antonio López, Rafael Molina, Aggelos K. Katsaggelos
2002	—	`conf`	Spatially adaptive high-resolution image reconstruction of low-resolution DCT-based compressed images. ICIP (2) Sung Cheol Park, Moon Gi Kang, C. Andrew Segall, Aggelos K. Katsaggelos
2001	Misc	`conf`	A new constraint for the regularized enhancement of compressed video. ICASSP C. Andrew Segall, Aggelos K. Katsaggelos
2001	J	`jnl`	A rate distortion optimal ECG coding algorithm. IEEE Trans. Biomed. Eng. Ranveig Nygaard, Gerry Melnikov, Aggelos K. Katsaggelos
2001	—	`conf`	A rate-distortion optimal video pre-processing algorithm. ICIP (1) C. Andrew Segall, Passant V. Karunaratne, Aggelos K. Katsaggelos
2001	J	`jnl`	An operational rate-distortion optimal single-pass SNR scalable video coder. IEEE Trans. Image Process. Lisimachos P. Kondi, Aggelos K. Katsaggelos
2001	—	`conf`	Application of the motion vector constraint to the regularized enhancement of compressed video. ICIP (1) C. Andrew Segall, Aggelos K. Katsaggelos
2001	—	`conf`	Bayesian high-resolution reconstruction of low-resolution compressed video. ICIP (2) Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, C. Andrew Segall
2001	J	`jnl`	Getting into vitual reality. IEEE Signal Process. Mag. Aggelos K. Katsaggelos
2001	—	`conf`	Joint source-channel coding for scalable video over DS-CDMA multipath fading channels. ICIP (1) Lisimachos P. Kondi, Stella N. Batalama, Dimitrios A. Pados, Aggelos K. Katsaggelos
2001	Misc	`conf`	Joint source-channel coding for scalable video using models of rate-distortion functions. ICASSP Lisimachos P. Kondi, Aggelos K. Katsaggelos
2001	—	`conf`	Jointly optimal coding of texture and shape. ICIP (3) Lisimachos P. Kondi, Gerry Melnikov, Aggelos K. Katsaggelos
2001	Misc	`conf`	Maximizing user utility in video streaming applications. ICASSP Carlos E. Luna, Aggelos K. Katsaggelos
2001	—	`conf`	Minimizing transmission energy in wireless video communications. ICIP (1) Yiftach Eisenberg, Thrasyvoulos N. Pappas, Randall Berry, Aggelos K. Katsaggelos
2001	C	`conf`	Preprocessing of compressed digital video. VCIP C. Andrew Segall, Passant V. Karunaratne, Aggelos K. Katsaggelos
2001	Misc	`conf`	Rate distortion optimal signal compression using second order polynomial approximation. ICASSP Ranveig Nygaard, Aggelos K. Katsaggelos
2001	—	`conf`	Rate-distortion optimal skeleton-based shape coding. ICIP (2) Haohong Wang, Thrasyvoulos N. Pappas, Aggelos K. Katsaggelos
2001	J	`jnl`	Resolution enhancement of monochrome and color video using motion compensation. IEEE Trans. Image Process. Brian C. Tom, Aggelos K. Katsaggelos
2001	Misc	`conf`	SPECT image reconstruction using compound models. ICASSP Antonio López, Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos
2001	—	`conf`	Subjective analysis of a HMM-based visual speech synthesizer. Human Vision and Electronic Imaging Jay J. Williams, Aggelos K. Katsaggelos, Dean C. Garstecki
2000	J	`jnl`	A Bayesian approach for the estimation and transmission of regularization parameters for reducing blocking artifacts. IEEE Trans. Image Process. Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina
2000	Misc	`conf`	A hidden Markov model based visual speech synthesizer. ICASSP Jay J. Williams, Aggelos K. Katsaggelos, Mark A. Randolph
2000	J	`jnl`	A mathematical model for shape coding with B-splines. Signal Process. Image Commun. Fabian W. Meier, Guido M. Schuster, Aggelos K. Katsaggelos
2000	Misc	`conf`	A rate-distortion optimal scalable vertex based shape coding algorithm. ICASSP Gerry Melnikov, Aggelos K. Katsaggelos
2000	—	`conf`	Color image restoration using compound Gauss-Markov Random Fields. EUSIPCO Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina
2000	B	`conf`	Enhancement of Compressed Video Using Visual Quality Measurements. ICIP C. Andrew Segall, Aggelos K. Katsaggelos
2000	J	`jnl`	Error resilient video coding techniques. IEEE Signal Process. Mag. Yao Wang, S. Wenger, Jiantao Wen, Aggelos K. Katsaggelos
2000	A	`conf`	FPGA implementation and analysis of image restoration. FPGA F. S. Ogrenci, Aggelos K. Katsaggelos, Majid Sarrafzadeh
2000	J	`jnl`	Hierarchical Bayesian image restoration from partially known blurs. IEEE Trans. Image Process. Nikolas P. Galatsanos, Vladimir Z. Mesarovic, Rafael Molina, Aggelos K. Katsaggelos
2000	—	`conf`	High-resolution color image reconstruction from compressed video sequences. EUSIPCO Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina
2000	Misc	`conf`	Multichannel image restoration using compound Gauss-Markov random fields. ICASSP Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos
2000	Misc	`conf`	Resolution enhancement of compressed low resolution video. ICASSP Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina
2000	J	`jnl`	Restoration of severely blurred high range images using stochastic and deterministic relaxation algorithms in compound Gauss?CMarkov random fields. Pattern Recognit. Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, Aurora Hermoso, C. Andrew Segall
2000	J	`jnl`	Sequential construction of 3-D-based scene description. IEEE Trans. Circuits Syst. Video Technol. Chun-Jen Tsai, Aggelos K. Katsaggelos
2000	B	`conf`	Shape Approximation Through Recursive Scalable Layer Generation. ICIP Gerry Melnikov, Aggelos K. Katsaggelos
2000	J	`jnl`	Shape coding using temporal correlation and joint VLC optimization. IEEE Trans. Circuits Syst. Video Technol. Gerry Melnikov, Guido M. Schuster, Aggelos K. Katsaggelos
2000	B	`conf`	Simultaneous Motion Estimation and Resolution Enhancement of Compressed low Resolution Video. ICIP Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina
1999	—	`conf`	A Compressed Video Enhancement Algorithm. ICIP (3) Chun-Jen Tsai, Passant V. Karunaratne, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1999	—	`conf`	A Rate Control Method for H.263 Temporal Scalability. ICIP (4) Faisal Ishtiaq, Aggelos K. Katsaggelos
1999	J	`jnl`	A Review of the Minimum Maximum Criterion for Optimal Bit Allocation Among Dependent Quantizers. IEEE Trans. Multim. Guido M. Schuster, Gerry Melnikov, Aggelos K. Katsaggelos
1999	—	`conf`	An Optimal Single Pass SNR Scalable Video Coder. ICIP (1) Lisimachos P. Kondi, Aggelos K. Katsaggelos
1999	J	`jnl`	Bayesian and regularization methods for hyperparameter estimation in image restoration. IEEE Trans. Image Process. Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos
1999	Misc	`conf`	Bayesian image restoration using a wavelet-based subband decomposition. ICASSP Rafael Molina, Aggelos K. Katsaggelos, Javier Abad
1999	C	`conf`	Context based optimal shape coding. MMSP Gerry Melnikov, Aggelos K. Katsaggelos, Guido M. Schuster
1999	J	`jnl`	Dense Disparity Estimation with a Divide-and-Conquer Disparity Space Image Technique. IEEE Trans. Multim. Chun-Jen Tsai, Aggelos K. Katsaggelos
1999	J	`jnl`	Error concealment algorithms for compressed video. Signal Process. Image Commun. Min-Cheol Hong, Harald Schwab, Lisimachos P. Kondi, Aggelos K. Katsaggelos
1999	—	`conf`	Hyperparameter Estimation for Emission Computed Tomography Data. ICIP (2) Antonio López, Rafael Molina, Aggelos K. Katsaggelos
1999	Misc	`conf`	Inter mode vertex-based optimal shape coding. ICASSP Gerry Melnikov, Guido M. Schuster, Aggelos K. Katsaggelos
1999	—	`conf`	Jointly Optimal Inter-Mode Shape Coding and VLC Selection. ICIP (2) Gerry Melnikov, Aggelos K. Katsaggelos, Guido M. Schuster
1999	—	`conf`	Maximum-likelihood optical flow estimation using differential constraints. NSIP Chun-Jen Tsai, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1999	Misc	`conf`	Optical flow estimation from noisy data using differential techniques. ICASSP Chun-Jen Tsai, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1999	—	`conf`	Rate Distortion Optimal ECG Signal Compression. ICIP (2) Ranveig Nygaard, Gerry Melnikov, Aggelos K. Katsaggelos
1999	—	`conf`	Sequential Construction of 3D-Based Scene Description. ICIP (2) Chun-Jen Tsai, Aggelos K. Katsaggelos
1999	J	`jnl`	So Simple evan a child can do it. IEEE Signal Process. Mag. Aggelos K. Katsaggelos, Leah H. Jamieson
1998	Misc	`conf`	A non uniform segmentation optimal hybrid fractal/DCT image compression algorithm. ICASSP Gerry Melnikov, Aggelos K. Katsaggelos
1998	J	`jnl`	An optimal polygonal boundary encoding scheme in the rate distortion sense. IEEE Trans. Image Process. Guido M. Schuster, Aggelos K. Katsaggelos
1998	J	`jnl`	An optimal quadtree-based motion estimation and motion-compensated interpolation scheme for video compression. IEEE Trans. Image Process. Guido M. Schuster, Aggelos K. Katsaggelos
1998	Misc	`conf`	Blind image restoration using local bound constraints. ICASSP Kaaren L. May, Tania Stathaki, Aggelos K. Katsaggelos
1998	—	`conf`	Dense Disparity Estimation via Global and Local Matching. NMBIA Chun-Jen Tsai, Aggelos K. Katsaggelos
1998	J	`jnl`	Detection and removal of anomalies in digitized animation film. Int. J. Imaging Syst. Technol. Brian C. Tom, Moon Gi Kang, Min-Cheol Hong, Aggelos K. Katsaggelos
1998	—	`conf`	Error resilience and concealment in video coding. EUSIPCO Aggelos K. Katsaggelos, Faisal Ishtiaq, Lisimachos P. Kondi, M.-C. Hong, Mark R. Banham, James C. Brailean
1998	J	`jnl`	Frame Rate and Viseme Analysis for Multimedia Applications to Assist Speechreading. J. VLSI Signal Process. Jay J. Williams, Janet C. Rutledge, Aggelos K. Katsaggelos, Dean C. Garstecki
1998	J	`jnl`	Guest Editorial Applications Of Artificial Neural Networks To Image Processing. IEEE Trans. Image Process. Rama Chellappa, Kunihiko Fukushima, Aggelos K. Katsaggelos, Sun-Yuan Kung, Yann LeCun, Nasser M. Nasrabadi, Tomaso A. Poggio
1998	Misc	`conf`	Hierarchical Bayesian image restoration from partially-known blurs. ICASSP Vladimir Z. Mesarovic, Nikolas P. Galatsanos, Rafael Molina, Aggelos K. Katsaggelos
1998	J	`jnl`	Hybrid image segmentation using watersheds and fast region merging. IEEE Trans. Image Process. Kostas Haris, Serafim N. Efstratiadis, Nikolaos Maglaveras, Aggelos K. Katsaggelos
1998	—	`conf`	Iterative Determination of Local Bound Constraints in Iterative Image Restoration. ICIP (2) Kaaren L. May, Tania Stathaki, Anthony G. Constantinides, Aggelos K. Katsaggelos
1998	—	`conf`	Iterative blind image restoration using local constraints. EUSIPCO Kaaren L. May, Tania Stathaki, Aggelos K. Katsaggelos
1998	J	`jnl`	MPEG-4 and rate-distortion-based shape-coding techniques. Proc. IEEE Aggelos K. Katsaggelos, Lisimachos P. Kondi, Fabian W. Meier, Jörn Ostermann, Guido M. Schuster
1998	—	`conf`	On Video SNR Scalability. ICIP (3) Lisimachos P. Kondi, Faisal Ishtiaq, Aggelos K. Katsaggelos
1998	J	`jnl`	Operationally optimal vertex-based shape coding. IEEE Signal Process. Mag. Guido M. Schuster, Gerry Melnikov, Aggelos K. Katsaggelos
1998	—	`conf`	Reduction of Blocking Artifacts in Block Transformed Compressed Color Images. ICIP (1) Javier Mateos, Carlos Ilia Herráiz Montalvo, Blas C. Ruiz Jiménez, Rafael Molina, Aggelos K. Katsaggelos
1998	—	`conf`	Regularized Restoration of Partial-Response Distortions in Sporadically Degraded Images. ICIP (3) Damon L. Tull, Aggelos K. Katsaggelos
1998	—	`conf`	Simultaneous Optimal Boundary Encoding and Variable-Length Code Selection. ICIP (1) Gerry Melnikov, Guido M. Schuster, Aggelos K. Katsaggelos
1998	—	`conf`	Total Least Squares Estimation of Stereo Optical Flow. ICIP (2) Chun-Jen Tsai, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1997	Misc	`conf`	A Bayesian approach to blind deconvolution based on Dirichlet distributions. ICASSP Rafael Molina, Aggelos K. Katsaggelos, Javier Abad, Javier Mateos
1997	J	`jnl`	A Hybrid Object-Oriented Very Low Bit Rate Video Codec. J. VLSI Signal Process. Taner Özcelik, Aggelos K. Katsaggelos
1997	—	`conf`	A Mixed Norm Image Restoration. ICIP (1) Min-Cheol Hong, Tania Stathaki, Aggelos K. Katsaggelos
1997	J	`jnl`	A Theory for the Optimal Bit Allocation Between Displacement Vector Field and Displaced Frame Difference. IEEE J. Sel. Areas Commun. Guido M. Schuster, Aggelos K. Katsaggelos
1997	J	`jnl`	A video compression scheme with optimal bit allocation among segmentation, motion, and residual error. IEEE Trans. Image Process. Guido M. Schuster, Aggelos K. Katsaggelos
1997	—	`conf`	An Efficient Boundary Encoding Scheme which is Optimal in the Rate-Distortion Sense. ICIP (2) Fabian W. Meier, Guido M. Schuster, Aggelos K. Katsaggelos
1997	—	`conf`	An Iterative Weighted Regularized Algorithm for improving the resolution of Video Sequences. ICIP (2) Min-Cheol Hong, Moon Gi Kang, Aggelos K. Katsaggelos
1997	J	`jnl`	Audio-visual interaction in multimodal communication. IEEE Signal Process. Mag. Rama Chellappa, Tsuhan Chen, Aggelos K. Katsaggelos
1997	J	`jnl`	Digital image restoration. IEEE Signal Process. Mag. Mark R. Banham, Aggelos K. Katsaggelos
1997	C	`conf`	Frame rate and viseme analysis for multimedia applications. MMSP Jay J. Williams, Janet C. Rutledge, Dean C. Garstecki, Aggelos K. Katsaggelos
1997	—	`conf`	Model-Based Synthetic View Generation from a Monocular Video Sequence. ICIP (1) Chun-Jen Tsai, Aggelos K. Katsaggelos, Peter Eisert, Bernd Girod
1997	Misc	`conf`	Optimal bit allocation among dependent quantizers for the minimum maximum distortion criterion. ICASSP Guido M. Schuster, Aggelos K. Katsaggelos
1997	—	`conf`	Restoration of Severely Blurred High Range Images Using Stochastic and Deterministic Relaxation Algorithms in Compound Gauss Markov Random Fields. EMMCVPR Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, Aurora Hermoso
1997	J	`jnl`	Simultaneous multichannel image restoration and estimation of the regularization parameters. IEEE Trans. Image Process. Moon Gi Kang, Aggelos K. Katsaggelos
1996	—	`conf`	A very low bit-rate video codec with optimal trade-off among DVF, DFD and segmentation. EUSIPCO Guido M. Schuster, Aggelos K. Katsaggelos
1996	Misc	`conf`	A video compression scheme with optimal bit allocation between displacement vector field and displaced frame difference. ICASSP Guido M. Schuster, Aggelos K. Katsaggelos
1996	—	`conf`	An efficient boundary encoding scheme which is optimal in the rate-distortion sense. ICIP (2) Guido M. Schuster, Aggelos K. Katsaggelos
1996	Misc	`conf`	Detection and encoding of occluded areas in very low bit rate video coding. ICASSP Taner Özcelik, Aggelos K. Katsaggelos
1996	J	`jnl`	Multichannel Regularized Iterative Restoration of Motion Compensated Image Sequences. J. Vis. Commun. Image Represent. Mungi Choi, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1996	—	`conf`	Recursive map displacement field estimation and its applications. ICIP (1) James C. Brailean, Aggelos K. Katsaggelos
1996	—	`conf`	Regularized blur-assisted displacement field estimation. ICIP (3) Damon L. Tull, Aggelos K. Katsaggelos
1996	—	`conf`	Resolution enhancement of color video. EUSIPCO Brian C. Tom, Aggelos K. Katsaggelos
1996	—	`conf`	Resolution enhancement of video sequences using motion compensation. ICIP (1) Brian C. Tom, Aggelos K. Katsaggelos
1996	—	`conf`	Restoration of severely blurred high range images using compound models. ICIP (2) Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, Javier Abad
1996	J	`jnl`	Spatially adaptive wavelet-based multiscale image restoration. IEEE Trans. Image Process. Mark R. Banham, Aggelos K. Katsaggelos
1995	J	`jnl`	A class of robust entropic functionals for image restoration. IEEE Trans. Image Process. Michael E. Zervakis, Aggelos K. Katsaggelos, Taek Mu Kwon
1995	J	`jnl`	A recursive nonstationary MAP displacement vector field estimation algorithm. IEEE Trans. Image Process. James C. Brailean, Aggelos K. Katsaggelos
1995	J	`jnl`	General choice of the regularization functional in regularized image restoration. IEEE Trans. Image Process. Moon Gi Kang, Aggelos K. Katsaggelos
1995	J	`jnl`	Image and video compression algorithms based on recovery techniques using mean field annealing. Proc. IEEE Taner Özcelik, James C. Brailean, Aggelos K. Katsaggelos
1995	J	`jnl`	Iterative maximum likelihood displacement field estimation in quantum-limited image sequences. IEEE Trans. Image Process. Cheuk L. Chan, Aggelos K. Katsaggelos
1995	J	`jnl`	Linear-quadratic noise-smoothing filters for quantum-limited images. IEEE Trans. Image Process. Cheuk L. Chan, Aggelos K. Katsaggelos, Alan V. Sahakian
1995	B	`conf`	Motion field prediction and restoration for low bit-rate video coding. ICIP Serafim N. Efstratiadis, Michael G. Strintzis, Aggelos K. Katsaggelos
1995	J	`jnl`	Noise reduction filters for dynamic image sequences: a review. Proc. IEEE James C. Brailean, Richard P. Kleihorst, Serafim N. Efstratiadis, Aggelos K. Katsaggelos, Reginald L. Lagendijk
1995	B	`conf`	Noise robust spatial gradient estimation for use in displacement estimation. ICIP James C. Brailean, Aggelos K. Katsaggelos
1995	J	`jnl`	Projection-based spatially adaptive reconstruction of block-transform compressed images. IEEE Trans. Image Process. Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1995	B	`conf`	Reconstruction of a high-resolution image by simultaneous registration, restoration, and interpolation of low-resolution images. ICIP Brian C. Tom, Aggelos K. Katsaggelos
1995	J	`jnl`	Regularized Multichannel Restoration Using Cross-Validation. CVGIP Graph. Model. Image Process. Wenwu Zhu, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1995	J	`jnl`	Regularized constrained total least squares image restoration. IEEE Trans. Image Process. Vladimir Z. Mesarovic, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1995	—	`conf`	Regularized motion estimation using robust entropic functionals. ICIP (3) Damon L. Tull, Aggelos K. Katsaggelos
1995	J	`jnl`	Simultaneous recursive displacement estimation and restoration of noisy-blurred image sequences. IEEE Trans. Image Process. James C. Brailean, Aggelos K. Katsaggelos
1995	J	`jnl`	Spatially adaptive iterative algorithm for the restoration of astronomical images. Int. J. Imaging Syst. Technol. Aggelos K. Katsaggelos, Moon Gi Kang
1994	—	`conf`	A General Formulation of the Weighted Smoothing Functional for Regularized Image Restoration. ICIP (2) Moon Gi Kang, Aggelos K. Katsaggelos
1994	J	`jnl`	Low bit rate video coding using robust motion vector regeneration in the decoder. IEEE Trans. Image Process. Mark R. Banham, James C. Brailean, Cheuk L. Chan, Aggelos K. Katsaggelos
1994	J	`jnl`	Motion estimation of skeletonized angiographic images using elastic registration. IEEE Trans. Medical Imaging Brian C. S. Tom, Serafim N. Efstratiadis, Aggelos K. Katsaggelos
1994	J	`jnl`	Multichannel restoration of single channel images using a wavelet-based subband decomposition. IEEE Trans. Image Process. Mark R. Banham, Nikolas P. Galatsanos, Hector L. Gonzalez, Aggelos K. Katsaggelos
1994	—	`conf`	Multiscale Adaptive Image Restoration in the Wavelet Domain. ICIP (3) Mark R. Banham, Aggelos K. Katsaggelos
1994	—	`conf`	Reconstruction of a High Resolution Image from Registration and Restoration of Low Resolution Images. ICIP (3) Brian C. Tom, Aggelos K. Katsaggelos, Nikolas P. Galatsanos
1994	—	`conf`	Restoration of low bit rate compressed images using mean field annealing. ICASSP (5) James C. Brailean, Taner Özcelik, Aggelos K. Katsaggelos
1993	J	`jnl`	A general framework for frequency domain multi-channel signal processing. IEEE Trans. Image Process. Aggelos K. Katsaggelos, Kuen-Tsair Lay, Nikolas P. Galatsanos
1993	J	`jnl`	An adaptive regularized recursive displacement estimation algorithm. IEEE Trans. Image Process. Serafim N. Efstratiadis, Aggelos K. Katsaggelos
1993	J	`jnl`	Backward motion compensation for interlaced HDTV. Signal Process. Image Commun. Michael T. Orchard, Aggelos K. Katsaggelos
1993	J	`jnl`	Image sequence filtering in quantum-limited noise with applications to low-dose fluoroscopy. IEEE Trans. Medical Imaging Cheuk L. Chan, Aggelos K. Katsaggelos, Alan V. Sahakian
1993	—	`conf`	Iterative projection algorithms for removing the blocking artifacts of block-DCT compressed images. ICASSP (5) Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1993	C	`conf`	Maximum a posteriori displacement field estimation in quantum-limited image sequences. VCIP Cheuk L. Chan, James C. Brailean, Aggelos K. Katsaggelos, Alan V. Sahakian
1993	C	`conf`	Multichannel regularized iterative restoration of image sequences. VCIP Mungi Choi, Ozan E. Erdogan, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1993	—	`conf`	Multichannel restoration of single channel images using a wavelet decomposition. ICASSP (5) Mark R. Banham, Hector L. Gonzalez, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1993	J	`jnl`	Recursive Locally Linear MMSE Motion-Compensated Image Sequence Filtering under Quantum-Limited Conditions. J. Vis. Commun. Image Represent. Cheuk L. Chan, Aggelos K. Katsaggelos, Alan V. Sahakian
1993	C	`conf`	Recursive MAP displacement estimation and restoration of noisy-blurred image sequences. VCIP James C. Brailean, Aggelos K. Katsaggelos
1993	—	`conf`	Recursive displacement estimation and restoration of noisy-blurred image sequences. ICASSP (5) James C. Brailean, Aggelos K. Katsaggelos
1993	C	`conf`	Regularized iterative image restoration based on an iteratively updated convex smoothing functional. VCIP Moon Gi Kang, Aggelos K. Katsaggelos
1993	J	`jnl`	Regularized reconstruction to reduce blocking artifacts of block discrete cosine transform compressed images. IEEE Trans. Circuits Syst. Video Technol. Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1993	C	`conf`	Regularized reconstruction to remove blocking artifacts from block discrete cosine transform compressed images. VCIP Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1993	C	`conf`	Robust motion vector prediction algorithms with application to very low bit rate image sequence coding. VCIP Taner Özcelik, Aggelos K. Katsaggelos
1992	Misc	`conf`	Adaptive multiple-input constrained pel-recursive displacement estimation. ICASSP Serafim N. Efstratiadis, Aggelos K. Katsaggelos
1992	J	`jnl`	An edge detection algorithm using multi-state adalines. Pattern Recognit. Joon Ki Paik, James C. Brailean, Aggelos K. Katsaggelos
1992	J	`jnl`	Image restoration and reconstruction Guest Editors' comments. J. Vis. Commun. Image Represent. Aggelos K. Katsaggelos, Richard J. Mammone
1992	J	`jnl`	Image restoration using a modified Hopfield network. IEEE Trans. Image Process. Joon Ki Paik, Aggelos K. Katsaggelos
1992	J	`jnl`	Iterative evaluation of the regularization parameter in regularized image restoration. J. Vis. Commun. Image Represent. Aggelos K. Katsaggelos, Moon Gi Kang
1992	J	`jnl`	Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation. IEEE Trans. Image Process. Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1992	J	`jnl`	Nonstationary AR modeling and constrained recursive estimation of the displacement field. IEEE Trans. Circuits Syst. Video Technol. Serafim N. Efstratiadis, Aggelos K. Katsaggelos
1992	J	`jnl`	Simultaneous iterative image restoration and evaluation of the regularization parameter. IEEE Trans. Signal Process. Moon Gi Kang, Aggelos K. Katsaggelos
1992	J	`jnl`	Vlsi Architectures for Iterative Image Restoration. J. Circuits Syst. Comput. Aggelos K. Katsaggelos, Srikanta P. R. Kumar, Majid Sarrafzadeh
1991	J	`jnl`	A regularized iterative image restoration algorithm. IEEE Trans. Signal Process. Aggelos K. Katsaggelos, Jan Biemond, Ronald W. Schafer, Russell M. Mersereau
1991	Misc	`conf`	Cross-validation and other criteria for estimating the regularizing parameter. ICASSP Nikolas P. Galatsanos, Aggelos K. Katsaggelos
1991	J	`jnl`	Least squares restoration of multichannel images. IEEE Trans. Signal Process. Nikolas P. Galatsanos, Aggelos K. Katsaggelos, Roland T. Chin, Allen D. Hillery
1991	J	`jnl`	Maximum likelihood blur identification and image restoration using the EM algorithm. IEEE Trans. Signal Process. Aggelos K. Katsaggelos, Kuen-Tsair Lay
1991	Misc	`conf`	Two methods for least squares multi-channel image restoration. ICASSP Nikolas P. Galatsanos, Aggelos K. Katsaggelos, Roland T. Chin, Allen D. Hillery
1990	J	`jnl`	A class of iterative signal restoration algorithms. IEEE Trans. Acoust. Speech Signal Process. Aggelos K. Katsaggelos, Serafim N. Efstratiadis
1990	Misc	`conf`	A model-based pel-recursive motion estimation algorithm. ICASSP Serafim N. Efstratiadis, Aggelos K. Katsaggelos
1990	J	`jnl`	A multiple input image restoration approach. J. Vis. Commun. Image Represent. Aggelos K. Katsaggelos
1990	C	`conf`	Distributed detection methods for displacement estimation. VCIP Serafim N. Efstratiadis, Aggelos K. Katsaggelos
1990	Misc	`conf`	Edge detection using a neural network. ICASSP Joon Ki Paik, Aggelos K. Katsaggelos
1990	Misc	`conf`	Image restoration using the Hopfield network with nonzero autoconnection. ICASSP Joon Ki Paik, Aggelos K. Katsaggelos
1990	C	`conf`	Multiple input adaptive image restoration algorithms. VCIP Aggelos K. Katsaggelos
1990	C	`conf`	Optical methods for iterative image restoration. VCIP Aggelos K. Katsaggelos, Tomas E. DeRoux, Michel E. Marhic
1989	Misc	`conf`	Parallel processing architectures for iterative image restoration. ICASSP Aggelos K. Katsaggelos, Srikanta P. R. Kumar, Majid Sarrafzadeh
1988	Misc	`conf`	A unified approach to iterative signal restoration. ICASSP Aggelos K. Katsaggelos, Serafim N. Efstratiadis
1988	Misc	`conf`	Iterative color image restoration algorithms. ICASSP Aggelos K. Katsaggelos, Joon Ki Paik
1988	Misc	`conf`	Iterative identification and restoration of images. ICASSP Reginald L. Lagendijk, Aggelos K. Katsaggelos, Jan Biemond
1988	Misc	`conf`	Regularized edge detection. ICASSP Aggelos K. Katsaggelos, Barry J. Sullivan
1987	Misc	`conf`	Multiple input adaptive iterative image restoration algorithms. ICASSP Aggelos K. Katsaggelos
1985	Misc	`conf`	A general formulation of constrained iterative restoration algorithms. ICASSP Aggelos K. Katsaggelos, Jan Biemond, Russell M. Mersereau, Ronald W. Schafer
1985	Misc	`conf`	Nonstationary iterative image restoration. ICASSP Aggelos K. Katsaggelos, Jan Biemond, Russell M. Mersereau, Ronald W. Schafer
1984	Misc	`conf`	An iterative method for restoring noisy blurred images. ICASSP Aggelos K. Katsaggelos, Jan Biemond, Russell M. Mersereau, Ronald W. Schafer
1983	Misc	`conf`	Iterative deconvolution using several different distorted versions of an unknown signal. ICASSP Aggelos K. Katsaggelos, Ronald W. Schafer