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Efstratiadis, S. N., and A. K. Katsaggelos, "Adaptive Iterative Image Restoration with Reduced Computational Load", Optical Engineering, vol. 29, pp. 1458-1468, 12/1990. paper.pdf (717.72 KB)
Efstratiadis, S. N., and A. K. Katsaggelos, "An Adaptive Regularized Recursive Displacement Estimation Algorithm", IEEE Trans. Image Processing, vol. 2, pp. 341-352, 07/1993. paper.pdf (1.49 MB)
Katsaggelos, A. K., Y. Eisenberg, F. Zhai, R. Berry, and T. N. Pappas, "Advances in Efficient Resource Allocation for Packet-Based Real-Time Video Transmission", IEEE Proceedings, vol. 93, pp. 135-147, 01/2005. paper.pdf (617.19 KB)
Memik, S O., A. K. Katsaggelos, and M. Sarrafzadeh, "Analysis and FPGA Implementation of Image Restoration Under Resource Constraints", IEEE Trans. on Computers, vol. 52, pp. 390-399, 03/2003. paper.pdf (945.73 KB)
Zabihi, M., S. Kiranyaz, A. Bahrami Rad, A. K. Katsaggelos, M. Gabbouj, and T. Ince, "Analysis of high-dimensional phase space via Poincaré section for patient-specific seizure detection", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24, pp. 386–398, 2016.
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., O. C. Au, K. Tang, and A. K. Katsaggelos, "Anti-Aliasing Filter Design for Subpixel Down-Sampling via Frequency Domain Analysis", IEEE Trans. Image Processing, vol. 21, pp. 1391-1405, March, 2012. paper.pdf (2.91 MB)
Chen, Z., S. A. Tsaftaris, E. Soyak, and A. K. Katsaggelos, "Application Aware Approach to Compression and Transmission of H.264 Encoded Video for Automated and Centralized Transportation Surveillance", IEEE Transactions on Intelligent Transportation Systems, vol. 14, pp. 2002-2007, 2013. paper.pdf (917.22 KB)
Wu, D., S. Ci, H. Wang, and A. K. Katsaggelos, "Application-Centric Routing for Video Streaming Over MultiHop Wireless Networks", IEEE Trans. Circuits Syst. Video Techn. , vol. 20, pp. 1721-1734, Dec. 2010. paper.pdf (2.02 MB)
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)
Aleksic, P. S., and A. K. Katsaggelos, "Audio-Visual Biometrics", IEEE Proceedings, vol. 94, pp. 2025-2044, 11/2006. paper.pdf (1.49 MB)
Chellappa, R., T. Chen, and A. K. Katsaggelos, "Audio-Visual Interaction in Multimodal Communication", IEEE Signal Processing Magazine, vol. 14, pp. 37-38, 07/1997. paper.pdf (237.58 KB)
Aleksic, P. S., J. J. Williams, Z. Wu, and A. K. Katsaggelos, "Audio-Visual Speech Recognition Using MPEG-4 Compliant Visual Features", EURASIP Journal on Applied Signal Processing, Special Issue on Joint Audio-Visual Speech Processing, vol. 2002, pp. 1213-1227, 11/2002. paper.pdf (1.35 MB)
Chen, Z., R. Molina, and A. K. Katsaggelos, "Automated Recovery of Compressedly Observed Sparse Signals From Smooth Background", IEEE Signal Processing Letters, vol. 21, pp. 1012-1016, 08/2014. IEEESPLCompressedSparse.pdf (1.12 MB)
Wang, B., X. Wang, Y.. Wang, A. K. Katsaggelos, and T.B.. Parrish, "An Automated Segmentation Pipeline for Chronic Stroke Lesion with New Evaluation Metrics", NeuroImage, Submitted.
Rad, A. Bahrami, K. Engan, A. K. Katsaggelos, J. Terje Kvaløy, L. Wik, J. Kramer-Johansen, U. Irusta, and T. Eftestøl, "Automatic cardiac rhythm interpretation during resuscitation", Resuscitation, vol. 102, pp. 44–50, 2016.
Aleksic, P. S., and A. K. Katsaggelos, "Automatic Facial Expression Recognition using Facial Animation Parameters and Multi-Stream HMMs", IEEE Transactions on Information Forensics and Security, vol. 1, issue 1, pp. 3-11, 03/2006. paper.pdf (766.63 KB)
Mikhelson, I., P. Lee, A. V. Sahakian, Y. Wu, and A. K. Katsaggelos, "Automatic, Fast, Online Calibration Between Depth and Color Cameras", Journal of Visual Communication and Image Representation, pp. 218-226, January 2014. paper.pdf (1.62 MB)
Orchard, M. T., and A. K. Katsaggelos, "Backward Motion Compensation for Interlaced HDTV", Signal Processing: Image Communications, vol. 5, pp. 487-501, 12/1993. paper.pdf (2.11 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)
Molina, R., A. K. Katsaggelos, and J. Mateos, "Bayesian and Regularization Methods for Hyperparameter Estimation in Image Restoration", IEEE Trans. Image Processing, vol. 8, pp. 231-246, 02/1999. paper.pdf (1.23 MB)
Mateos, J., A. K. Katsaggelos, and R. Molina, "A Bayesian Approach for the Estimation and Transmission of Regularization Parameters for Reducing Blocking Artifacts", IEEE Trans. Image Processing, vol. 9, pp. 1200-1215, 07/2000. paper.pdf (519.49 KB)
Babacan, S. D., J. Wang, R. Molina, and A. K. Katsaggelos, "Bayesian Blind Deconvolution from Differently Exposed Image Pairs", IEEE Transactions on Image Processing, vol. 19, pp. 2874-2888, 11/2010. paper.pdf (290.01 KB)
Villena, S., M. Vega, D. Babacan, R. Molina, and A. K. Katsaggelos, "Bayesian Combination of Sparse and non Sparse Priors in Image Super Resolution", Digital Signal Processing, vol. 23, pp. 530-541, March 2013. paper.pdf (1.57 MB)
Babacan, S. D., R. Molina, and A. K. Katsaggelos, "Bayesian Compressive Sensing using Laplace Priors", IEEE Transactions on Image Processing, vol. 19, pp. 53-64, 1/2010. paper.pdf (1.87 MB)