Publications

Found 643 results
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2012
Babacan, S. D., R. Ansorge, M. Luessi, R. Molina, and A. K. Katsaggelos, "Compressive Light Field Sensing", IEEE Trans. Image Processing, vol. 21, pp. 4746-4757, December, 2012. paper.pdf (1.11 MB)
Amizic, B., L. Spinoulas, R. Molina, and A. K. Katsaggelos, "Compressive Sampling with Unknown Blurring Function: Application to Passive Millimeter-Wave Imaging", IEEE International Conference on Image Processing (ICIP), Oct., 2012. paper.pdf (108.66 KB)
Junsong, Y., Z. Gangqiang, Y. Fu, A. K. Katsaggelos, Y. Wu, and Z. Li, "Discovering Thematic Objects in Images and Videos: a Bottom-up Approach", IEEE Trans. Image Processing, vol. 21, pp. 2207-2219, April, 2012. paper.pdf (3.19 MB)
Maani, E., Z. Chen, and A. K. Katsaggelos, "A Game Theoretic Approach to Video Streaming Over Peer-to-Peer Networks", Elsevier Journal Signal Processing: Image Communication, Special Issue on "Advances in video streaming for P2P networks", vol. 27, pp. 545-554, May, 2012. paper.pdf (1.08 MB)
Lopez, A., J. Cortes, D. Lopez-Oller, R. Molina, and A. K. Katsaggelos, "Hyperparameters Estimation for the Bayesian Localization of the EEG Sources with TV Priors", European Signal Processing Conference (EUSIPCO), Aug. 27-31, 2012. paper.pdf (445.76 KB)
Fang, L., O. C. Au, Y. Chen, A. K. Katsaggelos, H. Wang, and X. Wen, "Joint demosaicing and Subpixel-based Down-sampling for Bayer Images: A Fast Frequency-domain Analysis Approach", IEEE Trans. on Multimedia, vol. 14, pp. 1359-1369, August, 2012. paper.pdf (3.94 MB)
Kotu, L., K. Engan, T. Eftestol, L. Woie, S. Orn, and A. K. Katsaggelos, "Local Binary Patterns Used on Cardiac MRI to Classify High and Low Risk Patient Groups", European Signal Processing Conference (EUSIPCO), Aug. 27-31, 2012. paper.pdf (687.96 KB)
Trandel, M. R., A. K. Katsaggelos, S. D. Babacan, S. - T. Hsiang, and F. Ishtiaq, "Method and system for scalable bitstream extraction", , 05/2012. paper.pdf (149.95 KB)
Mikhelson, I. V., P. Lee, S. Bakhtiari, T. W. Elmer, A. K. Katsaggelos, and A. V. Sahakian, "Non-Contact Millimeter-Wave Real-Time Detection and Tracking of Heart Rate on an Ambulatory Subject", IEEE Transactions on Information Technology in Biomedicine, vol. 16, pp. 927-934, 09/2012. paper.pdf (1.26 MB)
Spinoulas, L., J. Qi, A. K. Katsaggelos, T. W. Elmer, N. Gopalsami, and A. C. Raptis, "Optimized Compressive Sampling for Passive Millimeter-Wave Imaging", Applied Optics, vol. 51, pp. 6335-6342, September, 2012. paper.pdf (589.35 KB)
Liu, T. - J., H. J. Han, X. Xin, Z. Li, and A. K. Katsaggelos, "A Robust and Lightweight Feature System for Video Fingerprinting", European Signal Processing Conference (EUSIPCO), Aug. 27-31, 2012. paper.pdf (590.74 KB)
Tsiligianni, E., L. Kondi, and A. K. Katsaggelos, "Shape Error Concealment Based on a Shape-Preserving Boundary Approximation", IEEE Trans. Image Processing, vol. 21, pp. 3573-3585, Aug. 2012. paper.pdf (1.29 MB)
Spinoulas, L., B. Amizic, M. Vega, R. Molina, and A. K. Katsaggelos, "Simultaneous Bayesian Compressive Sensing and Blind Deconvolution", European Signal Processing Conference (EUSIPCO), Aug. 27-31, 2012. paper.pdf (464.88 KB)
Amizic, B., R. Molina, D. S. Babacan, R. Molina, A. K. Katsaggelos, and A. K. Katsaggelos, "Sparse Bayesian Blind Image Deconvolution with Parameter Estimation", Eurasip Journal of Image and Video Processing, vol. 2012, Nov. 2012. paper.pdf (8.01 MB)
Amizic, B., R. Molina, D. S. Babacan, R. Molina, A. K. Katsaggelos, and A. K. Katsaggelos, "Sparse Bayesian Blind Image Deconvolution with Parameter Estimation", Eurasip Journal of Image and Video Processing, vol. 2012, Nov. 2012. paper.pdf (8.01 MB)
Babacan, D. S., M. Luessi, R. Molina, and A. K. Katsaggelos, "Sparse Bayesian Methods for Low-Rank Matrix Estimation", IEEE Transactions on Signal Processing, vol. 60, pp. 3964-3977, Aug. 2012. paper.pdf (3.13 MB)
Fu, Y., X. Hua, Z. Li, A. K. Katsaggelos, and T. S. Huang, "Special Issue on Subspace and Manifold Learning for Image and Video Indexing and Searching", IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 42, pp. 294-297, April 2012. paper.pdf (140.99 KB)
Chen, Z., E. Soyak, S. A. Tsaftaris, and A. K. Katsaggelos, "Tracking-Optimal Error Control Schemes for H.264-Compressed Video for Vehicle Surveillance", European Signal Processing Conference (EUSIPCO), Aug. 27-31, 2012. paper.pdf (644.43 KB)
Tallon, M., D. Babacan, J. Mateos, M. Do, R. Molina, and A. K. Katsaggelos, "Upsampling and Denoising of Depth Maps Via Joint-Segmentation", European Signal Processing Conference (EUSIPCO), Aug. 27-31, 2012. paper.pdf (1.26 MB)
Zheng, H., Z. Li, Y. Fu, A. K. Katsaggelos, and J. You, "Video Activity Recognition by Luminance Differential Trajectory and Aligned Projection Distance ", Handbook of Statistics, vol. 31, 2012.
2011
Fang, L., O. C. Au, and A. K. Katsaggelos, "Adaptive Joint Demosaicking and Subpixel-Based Down-Sampling for Bayer Image", IEEE International Conference on Multimedia and Expo (ICME2011), July 11-15, 2011. paper.pdf (1.16 MB)
Jiang, F., J. Yuan, S. A. Tsaftaris, and A. K. Katsaggelos, "Anomalous Video Event Detection Using Spatiotemporal Context", Computer Vision and Image Understanding, Special issue on Feature-Oriented Image and Video Computing for Extracting Contexts and Semantics, vol. 115, pp. 323-333, March, 2011. paper.pdf (2.18 MB)
Fang, L., K. Tang, O. C. Au, and A. K. Katsaggelos, "Anti-Aliasing Filter for Subpixel Down-Sampling Based on Frequency Analysis", Int. Conf. on Acoustics, Speech, and Signal Processing, May 22-27, 2011. paper.pdf (822.87 KB)
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Astronomical Image Restoration Using Variational Methods and Model Combination", Statistical Methodology, April, 2011. paper.pdf (1.13 MB)
Ruiz, P., J. Mateos, R. Molina, and A. K. Katsaggelos, "A Bayesian Active Learning Framework for a Two-Class Classification Problem", MUSCLE International Workshop on Computational Intelligence for Multimedia Understanding, Dec. 13-15, 2011. paper.pdf (248.3 KB)

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