Publications

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Ryen, T., G. M. Schuster, and A. K. Katsaggelos, "Efficient Frame Vector Selection Based on Ordered Sets", Proceedings of IEEE International Conference on Image Processing, 01/09/2003.
Ryen, T., G. M. Schuster, and A. K. Katsaggelos, "A Frame-based Rate-distortion Optimal Coding System Using a Lower Bound Depth-first-search strategy", NORSIG, 01/10/2002. paper.pdf (185.11 KB)
Ryen, T., G. M. Schuster, and A. K. Katsaggelos, "A Rate-Distortion Optimal Alternative to Matching Pursuit", IEEE Trans. on Signal Processing, vol. 52, pp. 1352-1363, 05/2004. paper.pdf (363.26 KB)
Ryen, T., G. M. Schuster, and A. K. Katsaggelos, "A Rate-Distortion Optimal Coding Alternative to Matching Pursuit", ICASSP, pp. III-2177-2180, 13/05/2002. paper.pdf (476.34 KB)
Rutledge, J. C., D. Caplan, A. Tungthangthum, and A. K. Katsaggelos, "Use of the TMS320 in Senior and Graduate Student Design Projects", Proc. 1991 TMS320 Educators Conference, pp. 317-330, 01/07/1991.
Ruiz, P., J. Mateos, G. Camps-Valls, R. Molina, and A. K. Katsaggelos, "Interactive Pansharpening and Active Classification in Remote Sensing", Multimodal Interaction in Image and Video Applications, A. D. Sappa, and J, Vitrià (ed.), vol. 48, no. Intelligent Systems Reference Library, pp. 67-81, 02/2013. paper.pdf (1.37 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)
Ruiz, P., R. Molina, and A. K. Katsaggelos, "Joint Data Filtering and Labeling Using Gaussian Processes and Alternating Direction Method of Multipliers", IEEE Transactions on Image Processing, vol. 25, pp. 3059–3072, 2016. 07460233.pdf (2.83 MB)
Ruiz, P., J. Mateos, G. Camps-Valls, R. Molina, and A. K. Katsaggelos, "Bayesian Active Remote Sensing Image Classification", IEEE Transactions on Geoscience and Remote Sensing, vol. 52, pp. 2186-2196, April 2014. Ruiz_GRS_April_2014.pdf (1.11 MB)
Ruiz, P., J. V. Talens, J. Mateos, R. Molina, and A. K. Katsaggelos, Interactive Classification Oriented Superresolution of Multispectral Images, , April 15-22, 2011. paper.pdf (4.26 MB)
Ruiz, P.., J.. Mateos, R.. Molina, and A.K.. Katsaggelos, "Learning filters in Gaussian process classification problems", Image Processing (ICIP), 2014 IEEE International Conference on, Oct, 2014.
Ruiz, P., S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Retrieval of Video Clips with Missing Frames using Sparse Bayesian Reconstruction", 7th International Symposium on Image and Signal Processing and Analysis (ISPA 2011), Sept. 4-6, 2011. paper.pdf (233.79 KB)
Ruiz, P., P.. N. de la Blanca, R. Molina, and A. K. Katsaggelos, "Bayesian Classification and Active Learning Using Lp-Priors. Application to Image Segmentation", Proc. 22th European Signal Processing Conference (EUSIPCO), Lisbon, Portugal, 09/2014.
Ruiz, P., J. Mateos, M. Cárdenas, S. Nakajima, R. Molina, and A. K. Katsaggelos, "Light Field Acquisition From Blurred Observations Using a Programmable Coded Aperture Camera", European Signal Processing Conference (EUSIPCO), Sept. 9-13, 2013.
Ruiz, P., X. Zhou, J. Mateos, R. Molina, and A. K. Katsaggelos, "Variational Bayesian blind image deconvolution: A review", Digital Signal Processing, vol. 47, pp. 116–127, 2015.
Ruiz, P., S. D. Babacan, L. Gao, Z. Li, R. Molina, and A. K. Katsaggelos, "Video Retrieval Using Sparse Bayesian Reconstruction", IEEE International Conference on Multimedia and Expo (ICME2011), July 11-15, 2011. paper.pdf (361.07 KB)
Ruiz, P., H. Madero-Orozco, J. Mateos, O. O. Vergara-Villegas, R. Molina, and A. K. Katsaggelos, "Combining Poisson Singular Integral and Total Variation prior models in Image Restoration", Signal Processing, vol. 103, pp. 296-308, 2014. paper.pdf (684.53 KB)
Rubio, J., M. Vega, R. Molina, and A. K. Katsaggelos, "A General Sparse Image Prior Combination in Compressed Sensing", European Signal Processing Conference (EUSIPCO), Sept. 9-13, 2013.
Roux, T D., "Optical Implementation of an Iterative Image Restoration Algorithm", Department of Electrical and Computer Engineering, 1989. paper.pdf (120.32 KB)
Rohani, N., P. Ruiz, E. Besler, R. Molina, and A. K. Katsaggelos, "Variational Gaussian process for sensor fusion", Signal Processing Conference (EUSIPCO), 2015 23rd European: IEEE, 2015.
Roberts, R. S., P. A. Pope, R. R. Vatsavai, M. Jiang, L. F. Arrowood, T. G. Trucano, S. S. Gleason, A. Cheriyadat, A. Sorokine, A. K. Katsaggelos, et al., "Design of Benchmark Imagery for Validating Facility Annotation Algorithms", Int. Geoscience and Remote Sensing Symposium (IGARSS), July 24-29, 2011. paper.pdf (684.79 KB)
Robers, M. A., and A. K. Katsaggelos, "Reducing Blocking Artifacts within Vector Quantization Algorithms", IEEE Trans. on Cons. Electr, vol. 43, pp. 1118-1123, 11/1997. paper.pdf (669.94 KB)
Robers, M. A., L. P. Kondi, and A. K. Katsaggelos, "SNR Scalable Video Coder Using Progressive Transmission of DCT Coefficients", Department of Electrical and Computer Engineering, 1997. paper.pdf (242.56 KB)
Redert, A., C-J. Tsai, E. Hendriks, and A. K. Katsaggelos, "Disparity Estimation with Modeling of Occlusion and Object Orientation", SPIE Conf. on Visual Communications and Image Processing, vol. 3309, pp. 798-808, 28/01/1998. paper.pdf (893 KB)
Ramzan, N., E. Izquierdo, H. Park, A. K. Katsaggelos, and J. Pouwelse, "Special issue on advances in 2D/3D Video Streaming over P2P Networks", Elsevier Journal Signal Processing: Image Communication, vol. 27, pp. 379-382, 05/2012. paper.pdf (183.09 KB)

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