Publications

Found 835 results
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2015
I Maqueda, G., P. N de la Blanca, R. Molina, and AK. Katsaggelos, "Fast millimeter wave threat detection algorithm", Signal Processing Conference (EUSIPCO), 2015 23rd European: IEEE, 2015.
Koller, R., L. Schmid, N. Matsuda, T. Niederberger, L. Spinoulas, O. Cossairt, G. Schuster, and A. K. Katsaggelos, "High spatio-temporal resolution video with compressed sensing", Opt. Express, vol. 23, pp. 15992–16007, 06/2015. manuscript_small.pdf (5.95 MB)
Saafin, W., M. Vega, R. Molina, and A. K. Katsaggelos, "Image super-resolution from compressed sensing observations", Image Processing (ICIP), 2015 IEEE International Conference on: IEEE, 2015.
Katsaggelos, A. K., S.. Bahaadini, and R. Molina, "(invited) Audiovisual Fusion: Challenges and New Approaches", IEEE Proceedings, vol. 103, issue 9, pp. 1635-1653, 09/2015. paper.pdf (1.84 MB)
Spinoulas, L., O. S. Cossairt, A. K. Katsaggelos, P. Gill, and D. G. Stork, "Performance Comparison of Ultra-Miniature Diffraction Gratings with Lenses and Zone Plates", Imaging and Applied Optics 2015: Optical Society of America, 06/2015. paper.pdf (1.82 MB)
Saafin, W., S. Villena, M. Vega, R. Molina, and A. K. Katsaggelos, "Pmmw image super resolution from compressed sensing observations", Signal Processing Conference (EUSIPCO), 2015 23rd European: IEEE, 2015.
Tsiligianni, E., L. P. Kondi, and A. K. Katsaggelos, "Preconditioning for Underdetermined Linear Systems with Sparse Solutions", IEEE Signal Processing Letters, vol. 22, pp. 1239–1243, 2015.
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)
Spinoulas, L., O. Cossairt, and A. K. Katsaggelos, "Sampling optimization for on-chip compressive video", Image Processing (ICIP), 2015 IEEE International Conference on, Sept, 2015. 07351420.pdf (9.63 MB)
Woods, M., and A. K. Katsaggelos, "Spatial-frequency-based metric for image superresolution", JOSA A, vol. 32, pp. 2002–2020, 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.
Rohani, N., P. Ruiz, E. Besler, R. Molina, and A. K. Katsaggelos, "Variational Gaussian process for sensor fusion", Signal Processing Conference (EUSIPCO), 2015 23rd European: IEEE, 2015.
Spinoulas, L., K. He, O. Cossairt, and A. K. Katsaggelos, "Video Compressive Sensing With On-Chip Programmable Subsampling", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 06/2015. paper.pdf (3.15 MB)
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, 08/2014. IEEESPLCompressedSparse.pdf (1.12 MB)
Wang, B., X. Wang, Q. Dai, A. K. Katsaggelos, and T. B. Parrish, "Automatic detection of chronic stroke employing Mean-Shift and Symmetry of the Human Brain", Organization for Human Brain Mapping (OHBM), Hamburg, Germany, 06/2014.
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)
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)
Ruiz, P., P.. N. de la Blanca, R. Molina, and A. K. Katsaggelos, "Bayesian Classification and Active Learning Using Lp-Priors. Application to Image Segmentation", Proc. 22th European Signal Processing Conference (EUSIPCO), Lisbon, Portugal, 09/2014.
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)
Xin, X., "Compact Descriptors for Visual Search", Department of Electrical Engineering and Computer Science, Evanston, Northwestern University, 2014. paper.pdf (5.43 MB)
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)
Spinoulas, L., A. K. Katsaggelos, J. Jang, Y. Yoo, J. Im, and J. Paik, "Defocus-invariant image registration for phase-difference detection auto focusing", Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on, June, 2014. paper.pdf (293.04 KB)
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, vol. 15, issue 3, June 2014. paper.pdf (2.46 MB)
Zhou, X.., R. Molina, F.. Zhou, and A.K.Katsaggelos, "Fast iteratively reweighted least squares for lp regularized image deconvolution and reconstruction", Image Processing (ICIP), 2014 IEEE International Conference on, Oct, 2014.

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