Publications (113)23.38 Total impact
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Conference Proceeding: Majorization-minimization mixture model determination in image segmentation.
The 24th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, Colorado Springs, CO, USA, 20-25 June 2011; 01/2011 -
Article: Spatially Varying Mixtures Incorporating Line Processes for Image Segmentation.
Journal of Mathematical Imaging and Vision. 01/2010; 36:91-110. -
Article: Maximum a Posteriori Video Super-Resolution Using a New Multichannel Image Prior.
IEEE Transactions on Image Processing. 01/2010; 19:1451-1464. -
Article: Variational Bayesian Image Restoration With a Product of Spatially Weighted Total Variation Image Priors.
IEEE Transactions on Image Processing. 01/2010; 19:351-362. -
Article: A Bayesian Framework for Image Segmentation With Spatially Varying Mixtures.
IEEE Transactions on Image Processing. 01/2010; 19:2278-2289. -
Article: Relevance Vector Machines for Enhanced BER Probability in DMT-Based Systems.
J. Electrical and Computer Engineering. 01/2010; 2010. -
Article: Sparse Bayesian Modeling With Adaptive Kernel Learning.
IEEE Transactions on Neural Networks. 01/2009; 20:926-937. -
Article: Variational Bayesian Sparse Kernel-Based Blind Image Deconvolution With Student's-t Priors.
IEEE Transactions on Image Processing. 01/2009; 18:753-764. -
Article: Scene Detection in Videos Using Shot Clustering and Sequence Alignment.
IEEE Transactions on Multimedia. 01/2009; 11:89-100. -
Article: Simultaneous detection of abrupt cuts and dissolves in videos using support vector machines.
Pattern Recognition Letters. 01/2009; 30:55-65. -
Conference Proceeding: Combining Gaussian Mixture Models and Support Vector Machines for Relevance Feedback in Content Based Image Retrieval.
Artificial Intelligence Applications and Innovations III, Proceedings of the 5TH IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI'2009), April 23-25, 2009, Thessaloniki, Greece; 01/2009 -
Conference Proceeding: Relevance Feedback for Content-Based Image Retrieval Using Support Vector Machines and Feature Selection.
Artificial Neural Networks - ICANN 2009, 19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, Part I; 01/2009 -
Conference Proceeding: Local Feature Selection for the Relevance Vector Machine Using Adaptive Kernel Learning.
Artificial Neural Networks - ICANN 2009, 19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, Part I; 01/2009 -
Conference Proceeding: Maximum a posteriori super-resolution of compressed video using a new multichannel image prior.
Proceedings of the International Conference on Image Processing, ICIP 2009, 7-10 November 2009, Cairo, Egypt; 01/2009 -
Conference Proceeding: Joint recovery and segmentation of polarimetric images using a compound MRF and mixture modeling.
Proceedings of the International Conference on Image Processing, ICIP 2009, 7-10 November 2009, Cairo, Egypt; 01/2009 -
Article: A Regression Mixture Model with Spatial Constraints for Clustering Spatiotemporal Data.
International Journal on Artificial Intelligence Tools. 01/2008; 17:1023-1041. -
Article: New Additive Watermark Detectors Based On A Hierarchical Spatially Adaptive Image Model.
IEEE Transactions on Information Forensics and Security. 01/2008; 3:29-37. -
Article: Variational Bayesian Image Restoration Based on a Product of t-Distributions Image Prior.
IEEE Transactions on Image Processing. 01/2008; 17:1795-1805. -
Conference Proceeding: Efficient Video Shot Summarization Using an Enhanced Spectral Clustering Approach.
Artificial Neural Networks - ICANN 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part I; 01/2008 -
Conference Proceeding: Incremental Relevance Vector Machine with Kernel Learning.
Artificial Intelligence: Theories, Models and Applications, 5th Hellenic Conference on AI, SETN 2008, Syros, Greece, October 2-4, 2008. Proceedings; 01/2008
Top Journals
Institutions
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2009–2010
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University of Patras
- Τμήμα Ηλεκτρολόγων Μηχανικών και Τεχνολογίας Υπολογιστών
Pátrai, Ditiki Ellada, Greece
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1992–2008
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Illinois Institute of Technology
- • Department of Biomedical Engineering
- • Department of Electrical & Computer Engineering
Chicago, IL, USA
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2004
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Washington University in St. Louis
Saint Louis, MO, USA
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