Publications

Found 17 results
Author Title Type [ Year(Asc)]
Filters: First Letter Of Title is V  [Clear All Filters]
2016
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)
2015
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.
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.
2014
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)
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)
2013
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)
2012
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)
2011
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)
2009
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)
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.
2008
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)
2006
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)
2003
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)
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)
1992
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.