Publications

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Ye, Y., S. Ci, A. K. Katsaggelos, Y. Liu, and Y. Qian, "Wireless Video Surveillance: A Survey", IEEE Access, vol. 1, pp. 646-660, Sept. 2013. paper.pdf (7.4 MB)
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Nakagaki, R., and A. K. Katsaggelos, "A VQ-Based Blind Image Restoration Algorithm (in Japanese)", CVIM 7, vol. 44, pp. 54-63, 07/2003. paper.pdf (1.4 MB)
Nakagaki, R., and A. K. Katsaggelos, "A VQ-Based Blind Image Restoration Algorithm", IEEE Trans. Image Processing, vol. 12, pp. 1044-1053, 09/2003. paper.pdf (1.69 MB)
Katsaggelos, A. K., S. P. R. Kumar, and M. Sarrafzadeh, "VLSI Architectures for Iterative Image Restoration", Journal of Circuits, Systems, and Computers, vol. 2, pp. 265-280, 09/1992.
Kappeler, A., S. Yoo, Q. Dai, and A. K. Katsaggelos, "Video Super-Resolution With Convolutional Neural Networks", IEEE Transactions on Computational Imaging, vol. 2, pp. 109–122, 2016. 07444187.pdf (5.61 MB)
Schuster, G. M., and A. K. Katsaggelos, "A Video Compression Scheme with Optimal Bit Allocation among Segmentation, Displacement Vector Field, and Displaced Frame Difference", IEEE Trans. Image Processing, vol. 6, issue 11, pp. 1487-1502, 11/1997. paper.pdf (669.89 KB)
Jiang, F., Y. Wu, and A. K. Katsaggelos, "Video Abnormal Event Detection", IEEE Trans. Image Processing, vol. 18, issue 4, pp. 907-914, 04/2009.
Molina, R., M. Vega, J. Mateos, and A. K. Katsaggelos, "Variational Posterior Distribution Approximation in Bayesian Super Resolution Reconstruction of Multispectral Images", Applied and Computational Harmonic Analysis, special issue on Mathematical Imaging, vol. 24, pp. 251-267, 3/2008. paper.pdf (1021.07 KB)
Zhou, X., J. Mateos, F. Zhou, R. Molina, and A. K. Katsaggelos, "Variational Dirichlet Blur Kernel Estimation", IEEE Transactions on Image Processing, vol. 24, pp. 5127–5139, 2015.
Babacan, S. D., R. Molina, and A. K. Katsaggelos, "Variational Bayesian Super Resolution", IEEE Transactions on Image Processing, vol. 20, pp. 984-999, 04/2011. paper.pdf (4.99 MB)
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)
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)
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)
Luessi, M., S. D. Babacan, R. Molina, J. R. Booth, and A. K. Katsaggelos, "Variational Bayesian Causal Connectivity Analysis for fMRI", Frontiers in Neuroinformatics, vol. 8, 05/2014. paper.pdf (1.37 MB)
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.
Babacan, S. D., R. Molina, and A. K. Katsaggelos, "Variational Bayesian Blind Deconvolution Using a Total Variation Prior", IEEE Transactions on Image Processing, vol. 18, pp. 12 - 26, 01/2009. paper.pdf (5.43 MB)
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)
Eisenberg, Y., F. Zhai, T. N. Pappas, R. Berry, and A. K. Katsaggelos, "VAPOR: Variance-aware Per-pixel Optimal Resource Allocation", IEEE Transactions on Image Processing, vol. 15, pp. 289-299, 02/2006. paper.pdf (872.6 KB)
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Maani, E., and A. K. Katsaggelos, "Unequal Error Protection for Robust Streaming of Scalable Video over Packet Lossy Networks", IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, pp. 407-416, 03/2010. paper.pdf (197.7 KB)
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Amro, I., J. Mateos, M. Vega, R. Molina, and A. K. Katsaggelos, "A survey of classical methods and new trends in pansharpening of multispectral images", IEEE Journal of Selected Topics in Signal Processing, vol. 2011, Number 1 (2011), 79, DOI: 10.1186/1687-6180-2011-79, 01/2011. paper.pdf (963.61 KB)
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Super-Resolution of Multispectral Images", The Computer Journal, vol. 52, pp. 153-167, Jan. 2009. paper.pdf (642.87 KB)
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Super Resolution of Multispectral Images using l1 Image Models and Interband Correlations", Journal of Signal Processing Systems, 11/2010. paper.pdf (1.66 MB)
Granelli, F., C. E. Costa, and A. K. Katsaggelos, "A Study on the Usage of Cross-Layer Power Control and Forward Error Correction for Embedded Video Transmission over Wireless Links", Advances in Multimedia, special issue on Cross-layer Optimized Wireless Multimedia Communications, pp. Article ID 95807, 2007. paper.pdf (1.44 MB)

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