Publications

Found 203 results
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In Press
Song, L., F. Ziang, Z. Shi, R. Molina, and A. K. Katsaggelos, "Dynamic scene understanding by hierarchical motion pattern mining", IEEE Transactions on Intelligent Transportation Systems, In Press. paper.pdf (2.46 MB)
Chen, Z., D. S. Babacan, R. Molina, and A. K. Katsaggelos, "Variational Bayesian Methods For Multimedia Problems", IEEE Transactions on Multimedia, In Press. paper.pdf (991.86 KB)
2014
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, 2014. paper.pdf (612.95 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.
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. paper.pdf (12.69 MB)
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)
Tsiligianni, E., L. Kondi, and A. K. Katsaggelos, "Construction of Incoherent Unit Norm Tight Frames with Application to Compressed Sensing", IEEE Trans. on Information Theory, vol. 60, pp. 2319-2330, April 2014. paper.pdf (1.47 MB)
2013
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)
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)
Luessi, M., S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Bayesian Simultaneous Sparse Approximation with Smooth Signals", IEEE Trans. Signal Processing, vol. 61, pp. 5716-5729, Nov. 2013. paper.pdf (3.2 MB)
Amizic, B., L. Spinoulas, R. Molina, and A. K. Katsaggelos, "Compressive Blind Image Deconvolution", IEEE Trans. Image Processing, vol. 22, pp. 3994-4006, Oct. 2013. paper.pdf (123.65 KB)
Li, T., X. Wang, W. Wang, and A. K. Katsaggelos, "Compressive Video Sensing with Limited Measurements", Journal of Electronic Imaging, vol. 22 (4), pp. 043003:1-8, October 2013. paper.pdf (3.15 MB)
Woods, M., and A. K. Katsaggelos, "An Efficient Method for the Determination of Image Correspondence in Airborne Applications Using Inertial Sensors", Journal of the Optical Society of America A, vol. 30, pp. 102-111, January, 2013. paper.pdf (1.86 MB)
Vera, E., M. Vega, R. Molina, and A. K. Katsaggelos, "Iterative Image Restoration Using Nonstationary Priors", Applied Optics, vol. 52, pp. D102-D110, April 2013. paper.pdf (808.22 KB)
Xin, X., A. Nagar, G. Srivastava, Z. Li, F. Fernandes, and A. K. Katsaggelos, "Large Visual Repository Search with Hash Collision Design Optimization", IEEE Multimedia, vol. 20, pp. 62-71, April-June 2013. paper.pdf (3.15 MB)
Fang, L., O. C. Au, N. - M. Cheung, A. K. Katsaggelos, H. Li, and F. Zou, "Luma-chroma Space Filter Design for Subpixel-based Monochrome Image Downsampling", IEEE Trans. Image Processing, vol. 22, pp. 3818-3829, Oct. 2013. paper.pdf (2.53 MB)
Tsaftaris, S. A., F. Casadio, J. - L. Andral, and A. K. Katsaggelos, "A novel visualization tool for art history and conservation: automated colorization of black and white archival photographs of works of art", Studies in Conservation, Aug. 2013. paper.pdf (5.31 MB)
Tallon, M., J. Mateos, S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Space-variant Blur Deconvolution and Denoising in the Dual Exposure Problem", Information Fusion, vol. 14, pp. 396-409, October 2013. paper.pdf (4.57 MB)

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