J. Mateos
 
    Javier Mateos Delgado
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Libros /
books

Revistas /
Journal Papers

Capítulos de libro /
Book chapters

Congresos /
Conferences

Tesis doctoral /
Ph. D. Thesis Dissertation

Presentaciones /
Presentations

Publicaciones / Publications

Books and Edited Journals

Super resolution of images and video

A.K. Katsaggelos, R. Molina, and J. Mateos, “Super resolution of images and video”, Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool, 2007. [BibTeX entry][Abstract][ (0 KB.)]

Multispectral Image fusion Using Multiscale and Super-resolution Methods

I. Amro, and J. Mateos, “Multispectral Image fusion Using Multiscale and Super-resolution Methods”, VDM Verlag, July 2011. [BibTeX entry][Abstract][ (0 KB.)]

Journal Papers

R. Molina, J. Mateos, J. Abad, N. Pérez de la Blanca, A. Molina, and F. Moreno, “Bayesian Image Restoration in Astronomy. Applications to Images of the Recent Collision of Comet Shoaker-Levy 9 with Jupiter”, International Journal of Imaging Systs and Technology (Special issue on "Image Reconstruction and Restoration in Astronomy"), vol. 6, no. 4, 370-375, 1995. [BibTeX entry][ (1107 KB.)]

R. Molina, and J. Mateos, “Mutichannel Image Restoration in Astronomy”, Vistas in Astronomy, vol. 41, no. 3, 373-378, 1996. [BibTeX entry][ (436 KB.)]

R. Molina, A.K. Katsaggelos, J. Mateos, and J. Abad, “Compound Gauss-Markov Random Fields for Astronomical Image Restoration”, Vistas in Astronomy (Special issue on "Vision Modeling and Information Coding"), vol. 40, no. 4, 539-546, 1997. [BibTeX entry][ (185 KB.)]

R. Molina, A.K. Katsaggelos, J. Mateos, J. Abad, and F.J. Cortijo, “Restauración de Imágenes Digitales”, Novática (Monografía dedicada a Inteligencia Artificial), no. 131, 24-28, 1998. [BibTeX entry][ (272 KB.)]

R. Molina, A.K. Katsaggelos, and J. Mateos, “Bayesian and Regularization Methods for Hyperparameter Estimation in Image Restoration”, IEEE Transactions on Image Processing, vol. 8, no. 2, 231-246, 1999. [BibTeX entry][ (660 KB.)]

M. Vega, R. Molina, J.M. Guirao, J. Abad, and J. Mateos, “Estimación de Parámetros en Restauración de Imágenes Multicanal. Aplicación a Imágenes Astronómicas”, Revista Electrónica de Visión por Computador, http://www.cvc.uab.es/revc/revista/04/index.htm, 2000. [BibTeX entry][ (422 KB.)]

R. Molina, A.K. Katsaggelos, J. Mateos, A. Hermoso, and C.A. Segall, “Restoration of Severely Blurred High Range Images Using Stochastic and Deterministic Relaxation Algorithms in Compound Gauss Markov Random Fields”, Pattern Recognition, vol. 33, no. 4, 555-571, 2000. [BibTeX entry][ (1074 KB.)]

J. Mateos, A.K. Katsaggelos, and R. Molina, “A Bayesian Approach to Estimate and Transmit Regularization Parameters for Reducing Blocking Artifacts”, IEEE Transactions on Image Processing, vol. 9, no. 7, 1200-1215, 2000. [BibTeX entry][ (293 KB.)]

R. Molina, J. Núñez, F.J. Cortijo, and J. Mateos, “Image Restoration in Astronomy. A Bayesian Perspective”, IEEE Signal Processing Magazine, vol. 18, no. 2, 11-29, 2001. [BibTeX entry][ (898 KB.)]

A. López, R. Molina, A.K. Katsaggelos, and J. Mateos, “SPECT Image Reconstruction Using Compound Models”, International Journal of Pattern Recognition and Artificial Intelligence, vol. 16, no. 3, 317-330, 2002. [BibTeX entry][ (323 KB.)]

N.P. Galatsanos, V.Z. Mesarovic, R. Molina, A.K. Katsaggelos, and J. Mateos, “Hyperparameter Estimation in Image Restoration Problems with Partially-Known Blurs”, Optical Engineering, vol. 41, no. 8, 1845-1854, 2002. [BibTeX entry][Abstract][ (368 KB.)]

R. Molina, J. Mateos, A.K. Katsaggelos, and M. Vega, “Bayesian Multichannel Image Restoration Using Compound Gauss-Markov Random Fields”, IEEE Transactions on Image Processing, vol. 12, no. 12, 1642- 1654, December 2003. [BibTeX entry][Abstract][ (936 KB.)]

C.A. Segall, A.K. Katsaggelos, R. Molina, and J. Mateos, “Bayesian Resolution Enhancement of Compressed Video”, IEEE Transactions on Image Processing, vol. 13, no. 7, 898-911, July 2004. [BibTeX entry][Abstract][ (707 KB.)]

L.D. Alvarez, J. Mateos, R. Molina, and A.K. Katsaggelos, “High Resolution Images from Compressed Low Resolution Video: Motion Estimation and Observable Pixels”, International Journal of Imaging Systems and Technology, vol. 14, no. 2, 58-66, August 2004. [BibTeX entry][Abstract][ (1245 KB.)]

R. Molina, J. Mateos, and A.K. Katsaggelos, “Blind deconvolution using a variational approach to parameter, image, and blur estimation”, IEEE Trans. on Image Processing, vol. 15, no. 12, 3715-3727, December 2006. [BibTeX entry][Abstract][ (3445 KB.)]

R. Molina, 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”, Part II, vol. 24, no. 2, 251-267, February 2008. [BibTeX entry][Abstract][ (283 KB.)]

M. Vega, J. Mateos, R. Molina, and A.K. Katsaggelos, “Super-resolution of multispectral images”, The Computer Journal doi:10.1093/comjnl/bxn031, vol. 52(1), 153-167, 2009. [BibTeX entry][ (567 KB.)]

I. Amro, J. Mateos, M. Vega, R. Molina, and A.K. Katsaggelos, “A survey of classical methods and new trends in pansharpening of multispectral images”, EURASIP Journal on Advances in Signal Processing, vol. 2011, no. 1, 79, September 2011. [BibTeX entry][Abstract][ (5812 KB.)]

M. Vega, 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. Published online at http://www.springerlink.com/content/nt412p75831n0661/ , vol. 65, no. 3, 509-523, November 2011. [BibTeX entry][Abstract][ (1432 KB.)]

M. Vega, J. Mateos, R. Molina, and A. Katsaggelos, “Astronomical Image Restoration Using Variational Methods and Model Combination”, Statistical Methodology, vol. 9, no. 1-2, 19-31, January 2012. [BibTeX entry][Abstract][ (1343 KB.)]

V.F. Rodríguez-Galiano, E. Pardo-Igúzquiza, M. Chica-Olmo, J. Mateos , J.P. Rigol-Sánchez, and M. Vega, “A comparative assessment of different methods for Landsat 7 ETM+ pansharpening”, International Journal of Remote Sensing, vol. 33, no. 20, 6574-6599, October 2012. [BibTeX entry][Abstract][ (3755 KB.)]

M. Tallon, J. Mateos, D. Babacan, R. Molina, and A.K. Katsaggelos, “Space-variant blur deconvolution and denoising in the dual exposure problem”, Information Fusion, vol. 14, no. 4, 396-409, October 2013. [BibTeX entry][Abstract][ (4800 KB.)]

P. Ruiz, 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, no. 4, 2186-2196, April 2014. [BibTeX entry][Abstract][ (3804 KB.)]

P. Ruiz, 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, 296-308, October 2014. [BibTeX entry][Abstract][ (12873 KB.)]

X. Zhou, J. Mateos, F. Zhou, R. Molina, and A.K. Katsaggelos, “Variational Dirichlet Blur Kernel Estimation”, IEEE Transactions on Image Processing, vol. 24, no. 12, 5127-5139, December 2015. [BibTeX entry][Abstract][ (2936 KB.)]

P. Ruiz, X. Zhou, J. Mateos, R. Molina, and A.K. Katsaggelos, “Variational Bayesian Blind Image Deconvolution: A Review”, Digital Signal Processing, vol. 47, 116-127, December 2015. [BibTeX entry][Abstract][ (1711 KB.)]

S. Villena, M. Vega, J. Mateos, D. Rosenberg, F. Murtagh, R. Molina, and A.K. Katsaggelos, “Image super-resolution for outdoor digital forensics. Usability and legal aspects”, Computers in Industry, 2017. [BibTeX entry] Submitted.

Book Chapters

R. Molina, L.M. de Campos, and J. Mateos, “Using Bayesian algorithms for learning causal networks in classification problems”, in Uncertainty in Intelligent Systems, B. Bouchon-Meunier, L. Valverde, and R.R. Yager (ed.), 49-59, Elsevier, 1993. [BibTeX entry]

R. Molina, A.K. Katsaggelos, J. Mateos, and A. Hermoso, “Restoration of severely blurred high range images using stochastic and deterministic relaxation algorithms in compound Gauss Markov random fields”, in Lecture Notes in Computer Science, vol. 1223, 117-132, Springer-Verlag, 1997. [BibTeX entry][ (269 KB.)]

R. Molina, A.K. Katsaggelos, and J. Mateos, “Bayesian deconvolution methods in Astronomy”, in Data Analysis in Astronomy, V.D. Gesu, M. Duff, A. Heck, M. Macarrone, L. Scarsi, and H. Zimmerman (ed.), vol. V, 289-295, World Scientific, 1997. [BibTeX entry][ (168 KB.)]

R. Molina, A.K. Katsaggelos, and J. Mateos, “Removal of blocking artifacts using a hierarchical Bayesian approach”, in Signal recovery techniques for image and video compression and transmission, A.K. Katsaggelos, and N.P. Galatsanos (ed.), ch. 1, 1-34, Kluwer Academic Press, 1998. [BibTeX entry][ (410 KB.)]

C.A. Segall, A.K. Katsaggelos, R. Molina, and J. Mateos, “Super-Resolution from compressed video”, in Super-Resolution Imaging, S. Chaudhuri (ed.), ch. 9, 211-242, Kluwer Academic Publishers, 2001. [BibTeX entry][ (374 KB.)]

J. Mateos, M. Vega, R. Molina, and A.K. Katsaggelos, “Bayesian image estimation from an incomplete set of blurred, undersampled low resolution images”, in 1st Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2003), Lecture Notes in Computer Science, vol. 2652, 538-546, Springer-Verlag, June 2003. [BibTeX entry]

I. Amro, and J. Mateos, “Multispectral image pansharpening based on the contourlet transform”, in Information Optics and Photonics: Algorithms, Systems, and Applications, T. Fournel, and B. Javidi (ed.), ch. 20, 247-262, Springer , November 2010. [BibTeX entry][Abstract][ (885 KB.)]

P. Ruiz, J. Mateos, G. Camps-Valls, R. Molina, and A. K. Katsaggelos, “Interactive Pansharpening and Active Classification in Remote Sensing”, in Multimodal Interaction in Image and Video Applications, A. D. Sappa, and J, Vitrià (ed.), Intelligent Systems Reference Library, vol. 48, 67-81, Springer, February 2013. [BibTeX entry][Abstract][ (2084 KB.)]

Conference Papers

R. Molina, L.M. de Campos, and J. Mateos, “Using Bayesian Algorithms for Learning Causal Networks in Classification Problems” in International Conference on Information Processing and Managent of Uncertainty in Knowledge Based Systems (IPMU 92), 395-398, Palma de Mallorca (Spain), 1992. [BibTeX entry]

R. Molina, J. Mateos, and J. Abad, “Prior Models and the Richardson-Lucy Restoration Method” in The Restoration of HST Images and Spectra II, 118-122, The Space Telescope Science Institute, Baltimore, Maryland (USA), 1993. [BibTeX entry][ (266 KB.)]

J. Abad, J. Mateos, R. Molina, and F.J. Cortijo, “A Study of Methods for Choosing the Unknown Parameters in the Bayesian and Regularization Approaches to Image Restoration” in VI Simposium Nacional de Reconocimiento de Formas y Análisis de Imágenes, 358-365, Cordoba (Spain), 1995. [BibTeX entry][ (354 KB.)]

J. Mateos, A.K. Katsaggelos, and R. Molina, “Parameter Estimation in Regularized Reconstruction to Reduce Blocking Artifacts of BDCT Compressed Images” in Conference on Digital Compression Technologies Systems for Video Communications at European Symposium on Advanced Imaging and Network Technologies, vol. SPIE-2952, 70-81, Berlin (Germany), 1996. [BibTeX entry][ (230 KB.)]

R. Molina, A.K. Katsaggelos, J. Mateos, and J. Abad, “Restoration of Severely Blurred High Range Images using Compound Models” in 1996 IEEE International Conference on Image Processing, ICIP96, vol. II, 469-472, Lausanne (Switzerland), 1996. [BibTeX entry][ (238 KB.)]

J. Mateos, A.K. Katsaggelos, and R. Molina, “Bayesian Reconstruction of BDCT Compressed Images” in VII Simposium Nacional de Reconocimiento de Formas y Análisis de Imágenes, vol. 1, 341-346, Barcelona (Spain), 1997. [BibTeX entry][ (207 KB.)]

R. Molina, A.K. Katsaggelos, and J. Mateos, “Bayesian Deconvolution Methods in Astronomy” in Data Analysis in Astronomy, Erice (Italy), 1997. [BibTeX entry]

R. Molina, J. Mateos, and A.K. Katsaggelos, “Estimating and Transmitting Regularization Parameters for Reducing Blocking Artifacts” in 3rd International Conference on Digital Signal Processing (DSP97), 209-212, Santorini (Greece), 1997. [BibTeX entry][ (226 KB.)]

R. Molina, and J. Mateos, “Image Models and Their Role in Image Processing. Some Multichannel Results” in CCMA Sonthofen Conference "Advanced Techniques and Methods for Astronomical Information Handling", 21-31 (http://newb6.u-strasbg.fr/~ccma/sonthofen), Sonthofen, Germany, 1997. [BibTeX entry][ (455 KB.)]

R. Molina, A.K. Katsaggelos, J. Abad, and J. Mateos, “A Bayesian Approach to Blind Deconvolution based on Dirichlet Distributions” in IEEE 1997 International Conference on Acoustics, Speech and Signal Processing (ICASSP'97), vol. IV, 2809-2812, Munich (Germany), 1997. [BibTeX entry][ (314 KB.)]

R. Molina, J. Abad, J.M. Guirao, A. López, J. Mateos, and M. Vega, “Reconstrucción Bayesiana de Imágenes SPECT” in XV congreso anual de la sociedad española de ingeniería biomédica CASEIB97, 170-173, Valencia (Spain), 1997. [BibTeX entry]

J. Mateos, B. Jimenez, C. Ilia, R. Molina, and A.K. Katsaggelos, “Reduction of Blocking Artifacts in Block Transformed Compressed Color Image” in 1998 IEEE International Conference on Image Processing, vol. 1, 401-405, Chicago, Illinois (USA), 1998. [BibTeX entry][ (215 KB.)]

J.M. Guirao, M. Vega, R. Molina, J. Abad, and J. Mateos, “Parameter estimation in multichannel image restoration. Applications in astronomy” in VIII Simposium Nacional de Reconocimiento de Formas y Análisis de Imágenes, vol. 1, 455-461, Bilbao (Spain), 1999. [BibTeX entry][ (233 KB.)]

J. Mateos, A.K. Katsaggelos, and R. Molina, “Resolution Enhancement of Compressed Low Resolution Video” in 2000 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2000), vol. 4, 1919-1922, Istanbul (Turkey), 2000. [BibTeX entry][ (580 KB.)]

J. Mateos, A.K. Katsaggelos, and R. Molina, “Color Image Restoration Using Compound Gauss-Markov Random Fields” in X European Signal Processing Conference (EUSIPCO2000), vol. III, 1341-1344, Tampere (Finland), 2000. [BibTeX entry][ (364 KB.)]

J. Mateos, A.K. Katsaggelos, and R. Molina, “High-Resolution Color Image Reconstruction from Compressed Video Sequences” in X European Signal Processing Conference (EUSIPCO2000), vol. IV, 2133-2136, Tampere (Finland), 2000. [BibTeX entry][ (273 KB.)]

J. Mateos, A.K. Katsaggelos, and R. Molina, “Simultaneous Motion Estimation and Resolution Enhancent of Compressed Low Resolution Video” in 2000 IEEE International Conference on Image Processing, vol. 2, 653-656, Vancouver, Canada, 2000. [BibTeX entry][ (181 KB.)]

R. Molina, J. Mateos, and A.K. Katsaggelos, “Multichannel Image Restoration Using Compound Gauss-Markov Random Fields” in 2000 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2000), vol. 1, 141-144, Istanbul (Turkey), 2000. [BibTeX entry][ (506 KB.)]

A. López, A.K. Katsaggelos, R. Molina, and J. Mateos, “SPECT Image Reconstruction Using Compound Models” in 2001 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2001), vol. 3, 1909-1912, Salt Lake City, Utah (USA), 2001. [BibTeX entry][ (150 KB.)]

A. López, R. Molina, A.K. Katsaggelos, and J. Mateos, “SPECT Image Reconstruction Using Compound Prior Models” in IX Simposium Nacional de Reconocimiento de Formas y Análisis de Imágenes, vol. 1, 209-214, Benicàssim, Castellón (Spain), 2001. [BibTeX entry][ (187 KB.)]

C.A. Segall, R. Molina, A.K. Katsaggelos, and J. Mateos, “Bayesian High-resolution Reconstruction of Low-resolution Compressed Video” in 2001 IEEE International Conference on Image Processing (ICIP2001), vol. 2, 25-28, Thessalonica (Greece), 2001. [BibTeX entry][ (218 KB.)]

R. Molina, J. Mateos, A.K. Katsaggelos, and M. Vega, “A General Multichannel Image Restoration Method Using Compound Models” in 2002 IEEE International Conference on Pattern Recognition (ICPR2002), vol. 3, 835-838, Quebec (Canada), 2002. [BibTeX entry][ (840 KB.)]

C.A. Segall, R. Molina, A.K. Katsaggelos, and J. Mateos, “Reconstruction of High-resolution Image Frames from a Sequence of Low-resolution and Compressed Observations” in 2002 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2002), vol. 2, 1701-1704, Orlando, Florida (USA), 2002. [BibTeX entry][ (143 KB.)]

M. Vega, J. Mateos, R. Molina, and A.K. Katsaggelos, “Bayesian Parameter Estimation in Image Reconstruction from Subsampled Blurred Observations” in IEEE International Conference on Image Processing (ICIP-2003), edited by IEEE, vol. II, 969-973, Barcelona (Spain), September 2003. [BibTeX entry][Abstract][ (182 KB.)]

J. Mateos, M. Vega, R. Molina, and A.K. Katsaggelos, “Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images” in 1st Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2003), Lecture Notes in Computer Science, vol. 2652, 445-452, Mallorca (Spain), June 2003. [BibTeX entry][ (336 KB.)]

J. Mateos, R. Molina, and A.K. Katsaggelos, “Bayesian High Resolution Image Reconstruction with Incomplete Multisensor Low Resolution Systems” in 2003 IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP2003), vol. III, 705-708, Hong Kong, April 2003. [BibTeX entry][Abstract][ (520 KB.)]

L.D. Alvarez, J. Mateos, R. Molina, and A.K. Katsaggelos, “Observability and Predictibility in Super-Resolution” in Astronomical Data Analysis III, Sorrento, Naples, Italy, April 2004. [BibTeX entry][Abstract][ (1685 KB.)]

J. Mateos, R. Molina, and A.K. Katsaggelos, “Approximations of posterior distributions in blind deconvolution using variational methods” in IEEE International Conference on Image Processing (ICIP 2005), vol. II, 770-773, Genova (Italy), September 2005. [BibTeX entry][Abstract][ (430 KB.)]

R. Molina, J. Mateos, A.K. Katsaggelos, and R. Zurita-Milla, “A new super resolution Bayesian method for pansharpening Landsat ETM+ imagery” in 9th International Symposium on Physical Measurements and Signatures in Remote Sensing (ISPMSRS), edited by S. Liang, J. Liu, X. Li, R. Liu and M. Schaepman, 280-283, Beijing (China), October 2005. [BibTeX entry][Abstract][ (474 KB.)]

R. Molina, J. Mateos, and A.K. Katsaggelos, “Super resolution reconstruction of multispectral images” in Virtual observatories: Plate Content Digitization, Archive Mining and Image Sequence processing, edited by M. Tsvetkov and V. Golev and F. Murtagh and R. Molina, 211-221, Sofia (Bulgary), April 2005. [BibTeX entry][Abstract][ (776 KB.)]

M. Vega, J. Mateos, R. Molina, and A.K. Katsaggelos , “Super resolution and pansharpening of multispectral images (invited conference)” in First International Conferenece on Super Resoltuion Imaging, edited by Michael Ng, 2005. [BibTeX entry][ (1171 KB.)]

R. Molina, A.K. Katsaggelos, L.D. Alvarez, and J. Mateos, “Towards a new video compression scheme using super-resolution” in Proc. of SPIE-IS&T Electronic Imaging, Visual Communications and Image Processing 2006, edited by John G. Apostolopoulos and Amir Said, vol. 6077, 607706-1 607706-13, San Jose, CA (USA), January 2006. [BibTeX entry][Abstract][ (748 KB.)]

R. Molina, M. Vega, J. Mateos, and A.K. Katsaggelos, “Parameter Estimation in Bayesian Reconstruction of Multispectral Images Using Super Resolution Techniques ” in 2006 International Conference on Image Processing (ICIP 2006) , 1749-1752, Atlanta, GA (USA), October 2006. [BibTeX entry][Abstract][ (573 KB.)]

R. Molina, M. Vega, J. Mateos, and A.K. Katsaggelos, “Hierarchical Bayesian Super Resolution Reconstructiuon of Multispectral Images” in 2006 European Signal Processing Conference (EUSIPCO 2006), Tue.4.4, Florence (Italy), September 2006. [BibTeX entry][Abstract][ (152 KB.)]

R. Molina, J. Mateos, M. Vega, and A.K. Katsaggelos, “Super-Resolution of Multispectral Images” in Modelling and Simulation in Science. Proceedings of the 6th International Workshop on Data Analysis in Astronomy, edited by V. Di Gesù and G. Lo Bosco and M.C. Maccarone, 279-286, Erice(Italy), April 2007. [BibTeX entry][ (1022 KB.)]

R. Molina, J. Mateos, M. Vega, and A.K. Katsaggelos, “Super resolution of multispectral images using locally adaptive models” in 15th European Signal Processing Conference (EUSIPCO 2007), 1497-1501, Poznan (Poland), September 2007. [BibTeX entry][Abstract][ (740 KB.)]

M. Vega, J. Mateos, R. Molina, and A.K.. Katsaggelos, “Super Resolution of Multispectral Images using TV image models” in 2th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, edited by I. Lovrek and R.J. Howlett and L.C. Jain, vol. LNAI-5179, Part III, 408-415, Zagreb, Croatia, September 2008. [BibTeX entry][Abstract][ (763 KB.)]

J. Mateos, M. Vega, R. Molina, and A.K. Katsaggelos, “Pansharpening of multispectral images using a TV-based super-resolution algorithm” in 7th International Workshop on Information Optics (WIO-08), Journal of Physics: Conference Series, vol. 139, 012022, Annecy (France), June 2008. [BibTeX entry][Abstract][ (253 KB.)]

J. Mateos, T.E. Bishop, R. Molina, and A.K. Katsaggelos, “Local Bayesian Image Restoration Using Variational Methods and Gamma-Normal Distributions” in IEEE Innternational Conference on Image Processing (2009), 129-132, Cairo (Egypt), November 2009. [BibTeX entry][ (191 KB.)]

M. Vega, J. Mateos, R. Molina, and A.K. Katsaggelos, “Super Resolution of Multispectral Images using l1 Image Models and interband correlations” in 2009 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, Grenoble (France), September 2009. [BibTeX entry][Abstract][ (757 KB.)]

I. Amro, and J. Mateos, “Multispectral image pansharpening based on the contourlet transform” in 8th International Workshop on Information Optics (WIO' 09) - Journal of Physics: Conference Series, vol. 206, 012031, DOI:10.1088/1742-6596/206/1/012031, Paris (France), July 2009. [BibTeX entry][Abstract][ (194 KB.)]

I. Amro, J. Mateos, and M. Vega, “Bayesian super-resolution pansharpening using contourlets” in International Conference on Image Processing 2010 - Finalist of the Huawei Best Student Paper Award , 809-812, Honk Kong (China), September 2010. [BibTeX entry][Abstract][ (161 KB.)]

I. Amro, J. Mateos, and M. Vega, “General Contourlet Pansharpening Method using Bayesian Inference” in 2010 European Signal Processing Conference (EUSIPCO-2010), 294-298, Aalborg (Denmark), August 2010. [BibTeX entry][Abstract][ (628 KB.)]

M. Tallón, J. Mateos, S.D. Babacan, R. Molina, and A.K. Katsaggelos, “Combining observation models in dual Exposure problems using the Kullback-Leibler Divergence” in 2010 European Signal Processing Conference (EUSIPCO-2010), 323-327, Aalborg (Denmark), August 2010. [BibTeX entry][Abstract][ (2504 KB.)]

M. Vega, J. Mateos, R. Molina, and A.K. Katsaggelos, “Bayesian TV Denoising of SAR images” in IEEE International Conference on Image Processing ICIP 2011, 169-172, Bruselas (Bélgica), September 2011. [BibTeX entry][Abstract][ (1337 KB.)]

M. Tallón, J. Mateos, S.D. Babacan, R. Molina, and A.K. Katsaggelos, “Space-variant Kernel Deconvolution for Dual Exposure Problem” in EUSIPCO 2011 (19th European Signal Processing Conference 2011) , 1678-1682, Barcelona (Spain), September 2011. [BibTeX entry][Abstract][ (3236 KB.)]

I. Amro, J. Mateos, and M. Vega, “Parameter estimation in Bayesian super-resolution pansharpening using contourlets” in IEEE International Conference on Image Processing ICIP 2011, 1345-1348, Brussels (Belgium), September 2011. [BibTeX entry][Abstract][ (615 KB.)]

I. Amro, J. Mateos, and M. Vega, “Parameter Estimation in the General Contourlet Pansharpening Method using Bayesian Inference” in 2011 European Signal Processing Conference (EUSIPCO 2011), 1130-1134, Barcelona (Spain), September 2011. [BibTeX entry][Abstract][ (747 KB.)]

M. Tallón, J. Mateos , R. Molina, and A.K. Katsaggelos, “Image prior combination in space-variant blur deconvolution for the dual exposure problem” in 7th International Symposium on Image and Signal Processing and Analysis (ISPA 2011), 408-413, Dubrovnik (Croatia), September 2011. [BibTeX entry][Abstract][ (2875 KB.)]

P. Ruiz, J.V. Talens, J. Mateos, R. Molina, and A.K. Katsaggelos, “Interactive Classification Oriented Superresolution of Multispectral Images” in 7th International Workshop Data Analysis in Astronomy (DAA2011), edited by Livio Scarsi and Vito Di Gesù, 77-85, Erice (Italy), April 2011. [BibTeX entry][Abstract][ (4366 KB.)]

P. Ruiz, J. Mateos, R. Molina, and A.K. Katsaggelos, “A Bayesian Active Learning Framework for a Two-Class Classification Problem” in MUSCLE International Workshop on Computational Intelligence for Multimedia Understanding, edited by Emanuele Salerno, A. Enis Çetin and Ovidio Salvetti, vol. LNCS-7252, 42-53, Pisa (Italy), 2012. [BibTeX entry][Abstract][ (289 KB.)]

M. Tallón, S.D. Babacan, J. Mateos, M.N. Do, R. Molina, and A.K. Katsaggelos, “Upsampling and Denoising of Depth Maps via Joint-Segmentation” in European Signal Processing Conference, 245-249, Bucharest (Romania), August 2012. [BibTeX entry][ (1127 KB.)]

P. Ruiz, J. Mateos, C. Cárdenas, S. Nakajima, R. Molina, and A.K. Katsaggelos, “Light field acquisition from blurred observations using a programmable coded aperture camera” in 21th European Signal Processing Conference (EUSIPCO 2013), 1569743131, Marrakech (Morocco), September 2013. [BibTeX entry][ (3302 KB.)]

H. Madero Orozco, P. Ruiz, J. Mateos, R. Molina, and A.K. Katsaggelos, “Image deblurring combining Poisson Singular Integral and Total Variation prior models” in 21th European Signal Processing Conference (EUSIPCO 2013), 1569744251, Marrakech (Morocco), September 2013. [BibTeX entry][ (1660 KB.)]

I. Amro, and J. Mateos, “General Shearlet Pansharpening Method using Bayesian Inference” in Signal Processing Algorithms, Architectures, Arrangements, and Applications (SPA-2013) - Best Paper Award in the Session of Image Processing, 231-235, Poznan (Poland), September 2013. [BibTeX entry][Abstract][ (759 KB.)]

P. Ruiz, J. Mateos, R. Molina, and A.K. Katsaggelos, “Learning Filters in Gaussian Process Classification Problems” in IEEE International Conference on Image Processing (ICIP 2014), 2913-2917, Paris (France), October 2014. [BibTeX entry][ (300 KB.)]

J. Mateos, A. López, M. Vega, R. Molina, and A.K. Katsaggelos, “Multiframe blind deconvolution of passive millimeter wave images using variational Dirichlet blur kernel estimation” in IEEE International Conference on Image Processing, 2678-2682, Phoenix, Arizona (USA), September 2016. [BibTeX entry][Abstract][ (313 KB.)]

J.G. Serra, J. Mateos, R. Molina, and A.K. Katsaggelos, “Spike and Slab Variational Inference for Blind Image Deconvolution” in IEEE International Conference on Image Processing (ICIP 2017), Beijing (China), 2017. [BibTeX entry][ (9057 KB.)] Accepted for publication.

J.G. Serra, J. Mateos, R. Molina, and A.K. Katsaggelos, “Parameter Estimation in Spike and Slab Variational Inference for Blind Image Deconvolution” in European Signal Processing Conference (EUSIPCO 2017), 1540-1544, Kos (Greece), August 2017. [BibTeX entry][Abstract][ (8829 KB.)]

Ph. D. Thesis

J. Mateos, Reconstrucción automática de imágenes comprimidas mediante transformada coseno discreta usando métodos bayesianos, University of Granada, July 1998. Supervised by: R. Molina and A.K. Katsaggelos. [BibTeX entry][ (10780 KB.)]

Presentations

J. Mateos, Aplicaciones de los algoritmos de resturación de imágenes multicanal a problemas de super resolución, April 2003. [Abstract][ (600 KB.)]

R. Molina, and J. Mateos, Super resolución de imágenes y vídeo, April 2005. [ (2728 KB.)]

J. Mateos, Some other super-resolution examples, May 2006. [ (2681 KB.)]

Última modificación 7-06-2013 15:44