Publications

Found 25 results
Author Title [ Type(Desc)] Year
Filters: Author is J. Mateos  [Clear All Filters]
Book Chapter
Ruiz, P., J. Mateos, G. Camps-Valls, R. Molina, and A. K. Katsaggelos, "Interactive Pansharpening and Active Classification in Remote Sensing", Multimodal Interaction in Image and Video Applications, A. D. Sappa, and J, Vitrià (ed.), vol. 48, no. Intelligent Systems Reference Library, pp. 67-81, 02/2013. paper.pdf (1.37 MB)
Molina, R., J. Mateos, and A. K. Katsaggelos, "Removal of blocking artifacts using a hierarchical Bayesian approach", Signal Recovery Techniques for Image and Video Compression and Transmission, 1998.
Katsaggelos, A. K., A. Segall, J. Mateos, and R. Molina, "Super-resolution from Compresed Video", Super-Resolution Imaging, 2001.
Conference Paper
Ruiz, P., J. Mateos, R. Molina, and A. K. Katsaggelos, "A Bayesian Active Learning Framework for a Two-Class Classification Problem", MUSCLE International Workshop on Computational Intelligence for Multimedia Understanding, Dec. 13-15, 2011. paper.pdf (248.3 KB)
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Bayesian TV Denoising of SAR images", IEEE International Conference on Image Processing, Sept. 11-14, 2011. paper.pdf (1.31 MB)
Tallon, M., J. Mateos, D. S. Babacan, R. Molina, and A. K. Katsaggelos, "Combining observation models in dual exposure problems using the Kullback-Leibler Divergence", European Signal Processing Conference (EUSIPCO), 08/23/2010. paper.pdf (3.16 MB)
Orozco, M. H., P. Ruiz, J. Mateos, R. Molina, and A. K. Katsaggelos, "Image Deblurring Combining Poisson Singular Integral and Total Variation Prior Models", European Signal Processing Conference (EUSIPCO) , Sept. 9-13 , 2013.
Tallon, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Image prior combination in space-variant blur deconvolution for the dual exposure problem", 7th International Symposium on Image and Signal Processing and Analysis (ISPA 2011), Sept. 4-6, 2011. paper.pdf (2.81 MB)
Ruiz, P., J. Mateos, M. Cárdenas, S. Nakajima, R. Molina, and A. K. Katsaggelos, "Light Field Acquisition From Blurred Observations Using a Programmable Coded Aperture Camera", European Signal Processing Conference (EUSIPCO), Sept. 9-13, 2013.
Alvarez, L. D., J. Mateos, R. Molina, and A. K. Katsaggelos, Observability and Predictability in Super-Resolution, , 2004.
Tallon, M., J. Mateos, S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Space-variant Kernel Deconvolution for Dual Exposure Problem", 19th European Signal Processing Conference (EUSIPCO 2011), Aug. 29-Sept. 2, 2011. paper.pdf (3.16 MB)
Molina, R., A. K. Katsaggelos, L. D. Alvarez, and J. Mateos, "Towards a New Video Compression Scheme Using Super-resolution", Visual Communications and Image Processing, 01/01/2006. paper.pdf (748.03 KB)
Tallon, M., D. Babacan, J. Mateos, M. Do, R. Molina, and A. K. Katsaggelos, "Upsampling and Denoising of Depth Maps Via Joint-Segmentation", European Signal Processing Conference (EUSIPCO), Aug. 27-31, 2012. paper.pdf (1.26 MB)
Journal Article
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Astronomical Image Restoration Using Variational Methods and Model Combination", Statistical Methodology, April, 2011. paper.pdf (1.13 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., 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)
Molina, R., A. K. Katsaggelos, J. Mateos, and J. Abad, "Compound Gauss Markov Random Fields for Astronomical Image Restoration", Vistas in Astronomy, special issue Vision Modeling and Information Coding, vol. 40, pp. 539-546, 1996. paper.pdf (541.5 KB)
Molina, R., A. K. Katsaggelos, J. Mateos, J. Abad, and F. J. Cortijo, "Restauración de imágenes digitales", Novatica, pp. 24-28, 02/1998.
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)
Lopez, A., J. Mateos, R. Molina, and A. K. Katsaggelos, "SPECT Image Reconstruction Using Compound Prior Models", Int. Journal of Pattern Recognition and Artificial Intelligence, special issue on Advances in Pattern Recognition and Image Analysis, vol. 16, pp. 317-330, 05/2002. paper.pdf (336.92 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)
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)
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)
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)