Publications

Found 14 results
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Cortes, J.. M., A. Lopez, R. Molina, and A. K. Katsaggelos, "Variational Bayesian localization of EEG sources with generalized Gaussian priors", The European Physical Journal Plus, vol. 127, issue 11, pp. 140-152, 11/2012. paper.pdf (1.89 MB)
Choi, M G., N. P. Galatsanos, and A. K. Katsaggelos, "Multichannel Regularized Iterative Restoration of Image Sequences", Journal of Visual Comm. and Image Representation, vol. 7, pp. 244-258, 09/1996. paper.pdf (371.36 KB)
Chen, Z., R. Molina, and A. K. Katsaggelos, "A Variational Approach for Sparse Component Estimation and Low-Rank Matrix Recovery", Journal of Communications, vol. 8, pp. 600-611, Sept. 2013. paper.pdf (1.74 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)
Chen, Z., D. S. Babacan, R. Molina, and A. K. Katsaggelos, "Variational Bayesian Methods For Multimedia Problems", IEEE Transactions on Multimedia, vol. 16, issue 4, pp. 1000-1017, 06/2014. 06747301.pdf (3.7 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)
Chen, Z., R. Molina, and A. K. Katsaggelos, "Robust Recovery of Temporally Smooth Signals from Under-Determined Multiple Measurements", IEEE Transactions on Signal Processing, vol. 63, issue 7, pp. 1779-1791, 04/2015. ChenMolinakatsaggelosTSP2015.pdf (2.38 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)
Chantas, G., N. P. Galatsanos, R. Molina, and A. K. Katsaggelos, "Variational Bayesian Image Restoration With a Product of Spatially Weighted Total Variation Image Priors", IEEE Trans. Image Processing, vol. 19, pp. 351-362, 02/2010. paper.pdf (3.75 MB)
Chan, C. L., and A. K. Katsaggelos, "Iterative Maximum Likelihood Displacement Field Estimation in Quantum-Limited Image Sequences", IEEE Trans. Image Processing, vol. 4, pp. 743-751, 06/1995. paper.pdf (805.43 KB)
Chan, C. L., A. K. Katsaggelos, and A. V. Sahakian, "Image Sequence Filtering in Quantum-Limited Noise with Applications to Low-Dose Fluoroscopy", IEEE Trans. Medical Imaging, vol. 12, pp. 610-621, 09/1993. paper.pdf (1.18 MB)
Chan, C. L., A. K. Katsaggelos, and A. V. Sahakian, "Locally Linear MMSE Image Sequence Filtering in Signal-Dependent Noise", Journal of Visual Comm. and Image Representation, vol. 4, pp. 349-363, 12/1993.
Chan, C. L., A. K. Katsaggelos, and A. V. Sahakian, "Linear-Quadratic Noise-Smoothing Filters for Quantum Limited Images and Image Sequences", IEEE Trans. Image Processing, vol. 4, pp. 1328-1332, 09/1995. paper.pdf (887.08 KB)
Chan, C. L., A. K. Katsaggelos, and A. V. Sahakian, "Recursive Locally Linear MMSE Motion-Compensated Image Sequence Filtering under Quantum-Limited Conditions", Journal of Visual Communication and Image Representation, vol. 4, pp. 349-363, 12/1993. paper.pdf (2.61 MB)