Javier Mateos Delgado

Administrative data

Full member researcher

  • Position in UGR: Tenure professor
    Department where s/he teaches: Ciencias de la Computación e Inteligencia Artificial
    Research group: TIC-116

Contributions and research experience

Publications in ISI SCI

  • Combining Poisson singular integral and total variation prior models in image restoration
    Author-s: Ruiz, Pablo; Madero-Orozco, Hiram; Mateos, Javier; Osiris Vergara-Villegas, Osslan; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: SIGNAL PROCESSING 103 296 308 2014
  • Bayesian Active Remote Sensing Image Classification
    Author-s: Ruiz, Pablo; Mateos, Javier; Camps-Valls, Gustavo; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 52 4 2186 2196 2014
  • Space-variant blur deconvolution and denoising in the dual exposure problem
    Author-s: Tallon, Miguel; Mateos, Javier; Babacan, S. Derin; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: INFORMATION FUSION 14 4 396 409 2013
  • Super Resolution of Multispectral Images using l1 Image Models and Interband Correlations
    Author-s: Vega, Miguel; Mateos, Javier; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY 65 3 509 523 2011
  • Super-Resolution of Multispectral Images
    Author-s: Vega, M.; Mateos, J.; Molina, R.; Katsaggelos, A. K.
    Source: COMPUTER JOURNAL 52 1 153 167 2009
  • Variational posterior distribution approximation in Bayesian super resolution reconstruction of multispectral images
    Author-s: Molina, Rafael; Vega, Miguel; Mateos, Javier; Katsaggelos, Aggelos K.
    Source: APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS 24 2 251 267 2008
  • Blind deconvolution using a variational approach to parameter, image, and blur estimation
    Author-s: Molina, Rafael; Mateos, Javier; Katsaggelos, Aggelos K.
    Source: IEEE TRANSACTIONS ON IMAGE PROCESSING 15 12 3715 3727 2006
  • Bayesian resolution enhancement of compressed video
    Author-s: Segall, CA; Katsaggelos, AK; Molina, R; Mateos, J
    Source: IEEE TRANSACTIONS ON IMAGE PROCESSING 13 7 898 911 2004
  • Bayesian multichannel image restoration using compound Gauss-Markov random fields
    Author-s: Molina, R; Mateos, J; Katsaggelos, AK; Vega, M
    Source: IEEE TRANSACTIONS ON IMAGE PROCESSING 12 12 1642 1654 2003
  • Hyperparameter estimation in image restoration problems with partially known blurs
    Author-s: Galatsanos, NP; Mesarovic, VZ; Molina, R; Katsaggelos, AK; Mateos, J
    Source: OPTICAL ENGINEERING 41 8 1845 1854 2002
  • Spect image reconstruction using compound prior models
    Author-s: Lopez, A; Molina, R; Mateos, J; Katsaggelos, AK
    Source: INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 16 3 317 330 9th Spanish Symposium on Pattern Recognition and I MAY 14-18, 2001 BENICASSIM-CASTELLON, BENICASSIM-CASTELLON 2002
  • Image restoration in astronomy - A Bayesian perspective
    Author-s: Molina, R; Nunez, J; Cortijo, FJ; Mateos, J
    Source: IEEE SIGNAL PROCESSING MAGAZINE 18 2 11 29 2001
  • A Bayesian approach for the estimation and transmission of regularization parameters for reducing blocking artifacts
    Author-s: Mateos, J; Katsaggelos, AK; Molina, R
    Source: IEEE TRANSACTIONS ON IMAGE PROCESSING 9 7 1200 1215 2000
  • Restoration of severely blurred high range images using stochastic and deterministic relaxation algorithms in compound Gauss-Markov random fields
    Author-s: Molina, R; Katsaggelos, AK; Mateos, J; Hermoso, A; Segall, CA
    Source: PATTERN RECOGNITION 33 4 555 571 International Workshop on Energy Minimization Meth MAY 21-23, 1997 UNIV VENICE, UNIV VENICE, UNIV VENICE 2000
  • Bayesian and regularization methods for hyperparameter estimation in image restoration
    Author-s: Molina, R; Katsaggelos, AK; Mateos, J
    Source: IEEE TRANSACTIONS ON IMAGE PROCESSING 8 2 231 246 1999
  • Astronomical image restoration using variational methods and model combination
    Author-s: Vega, Miguel; Mateos, Javier; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: STATISTICAL METHODOLOGY 9 1-2 19 31 2012
  • A comparative assessment of different methods for Landsat 7/ETM pansharpening
    Author-s: Rodriguez-Galiano, Victor F.; Pardo-Iguzquiza, Eulogio; Chica-Olmo, Mario; Mateos, Javier; Rigol-Sanchez, Juan P.; Vega, Miguel
    Source: INTERNATIONAL JOURNAL OF REMOTE SENSING 33 20 6574 6599 2012
  • A survey of classical methods and new trends in pansharpening of multispectral images
    Author-s: Amro, Israa; Mateos, Javier; Vega, Miguel; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING -1 -1 2011
  • High-resolution images from compressed low-resolution video: Motion estimation and observable pixels
    Author-s: Alvarez, LD; Mateos, J; Molina, R; Katsaggelos, AK
    Source: INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 14 2 58 66 2004
  • Bayesian image restoration in astronomy: Application to images of the recent collision of comet Shoemaker-Levy 9 with Jupiter
    Author-s: Molina, R; Mateos, J; Abad, J; delaBlanca, N; Molina, A; Moreno, F
    Source: INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 6 4 370 375 1995

Conferences in ISI CPCI-Science

  • UPSAMPLING AND DENOISING OF DEPTH MAPS VIA JOINT-SEGMENTATION
    Author-s: Tallon, Miguel; Babacan, S. Derin; Mateos, Javier; Do, Minh N.; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: 2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) 245 249 20th European Signal Processing Conference (EUSIPC AUG 27-31, 2012 Bucharest, Bucharest 2012
  • Bayesian TV Denoising of SAR images
    Author-s: Vega, Miguel; Mateos, Javier; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) 165 168 18th IEEE International Conference on Image Proces SEP 11-14, 2011 Brussels, Brussels 2011
  • PARAMETER ESTIMATION IN BAYESIAN SUPER-RESOLUTION PANSHARPENING USING CONTOURLETS
    Author-s: Amro, Israa; Mateos, Javier; Vega, Miguel
    Source: 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) 1345 1348 18th IEEE International Conference on Image Proces SEP 11-14, 2011 Brussels, Brussels 2011
  • BAYESIAN SUPER-RESOLUTION PANSHARPENING USING CONTOURLETS
    Author-s: Amro, I.; Mateos, J.; Vega, M.
    Source: 2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING 809 812 IEEE International Conference on Image Processing SEP 26-29, 2010 Hong Kong, Hong Kong 2010
  • Multispectral image pansharpening based on the contourlet transform
    Author-s: Amro, Israa; Mateos, Javier
    Source: 2009 INTERNATIONAL WORKSHOP ON INFORMATION OPTICS 206 -1 -1 8th International Workshop on Information Optics ( JUL 20-24, 2009 Paris, Paris 2010
  • Super resolution of multispectral images using TV image models
    Author-s: Vega, Miguel; Mateos, Javier; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 3, PROCEEDINGS 5179 408 415 12th International Conference on Knowledge-Based I SEP 03-05, 2008 Zagreb, Zagreb 2008
  • Pansharpening of multispectral images using a TV-based super-resolution algorithm
    Author-s: Mateos, Javier; Vega, Miguel; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: SEVENTH INTERNATIONAL WORKSHOP ON INFORMATION OPTICS 139 -1 -1 7th International Workshop on Information Optics JUN 01-05, 2008 Annecy, Annecy 2008
  • Towards a new video compression scheme using super-resolution
    Author-s: Molina, R; Katsaggelos, AK; Alvarez, LD; Mateos, J
    Source: VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2006, PTS 1 AND 2 6077 -1 -1 Conferenceon Visual Communications and Image Proce JAN 17-19, 2006 San Jose, San Jose 2006
  • Parameter estimation in bayesian reconstruction of multispectral images using super resolution techniques
    Author-s: Molina, Rafael; Vega, Miguel; Mateos, Javier; Katsaggelos, Aggelos K.
    Source: 2006 IEEE International Conference on Image Processing, ICIP 2006, Proceedings 1749 1752 IEEE International Conference on Image Processing OCT 08-11, 2006 Atlanta, Atlanta 2006
  • Approximations of posterior distributions in blind deconvolution using variational methods
    Author-s: Mateos, J; Molina, R; Katsaggelos, AK
    Source: 2005 International Conference on Image Processing (ICIP), Vols 1-5 1597 1600 IEEE International Conference on Image Processing SEP 11-14, 2005 Genoa, Genoa 2005
  • Bayesian image estimation from an incomplete set of blurred, undersampled low resolution images
    Author-s: Mateos, J; Vega, M; Molina, R; Katsaggelos, AK
    Source: PATTERN RECOGNITION AND IMAGE ANALYSIS, PROCEEDINGS 2652 538 546 1st Iberian Conference on Pattern Recognition and JUN 04-06, 2003 UNIV ILLES BALEARS, DEPT CIENCIES MATH & INFORMAT, UNIV ILLES BALEARS, DEPT CIENCIES MATH & INFORMAT 2003
  • A general multichannel image restoration method using compound models
    Author-s: Molina, R; Mateos, J; Katsaggelos, AK; Vega, M
    Source: 16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL III, PROCEEDINGS 835 838 16th International Conference on Pattern Recogniti AUG 11-15, 2002 QUEBEC CITY, QUEBEC CITY 2002
  • SPECT image reconstruction using compound models
    Author-s: Lopez, A; Molina, R; Katsaggelos, AK; Mateos, J
    Source: 2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDIN 1909 1912 IEEE International Conference on Acoustics, Speech MAY 07-11, 2001 SALT LAKE CITY, SALT LAKE CITY 2001
  • Multichannel image restoration using compound Gauss-Markov random fields
    Author-s: Molina, R; Mateos, J; Katsaggelos, AK
    Source: 2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I- 141 144 IEEE International Conference on Acoustics, Speech JUN 05-09, 2000 ISTANBUL, ISTANBUL 2000
  • Resolution enhancement of compressed low resolution video
    Author-s: Mateos, J; Katsaggelos, AK; Molina, R
    Source: 2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I- 1919 1922 IEEE International Conference on Acoustics, Speech JUN 05-09, 2000 ISTANBUL, ISTANBUL 2000
  • Restoration of severely blurred high range images using stochastic and deterministic relaxation algorithms in compound Gauss Markov random fields
    Author-s: Molina, R; Katsaggelos, AK; Mateos, J; Hermoso, A
    Source: ENERGY MINIMIZATION METHODS IN COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS 1223 117 132 International Workshop on Energy Minimization Meth MAY 21-23, 1997 UNIV VENICE, UNIV VENICE, UNIV VENICE 1997
  • Parameter estimation in regularized reconstruction of BDCT compressed images for reducing blocking artifacts
    Author-s: Mateos, J; Katsaggelos, AK; Molina, R
    Source: DIGITAL COMPRESSION TECHNOLOGIES AND SYSTEMS FOR VIDEO COMMUNICATIONS 2952 70 81 Conference on Digital Compression Technologies and OCT 07-09, 1996 BERLIN, BERLIN 1996

Book chapters in ISI

  • Multispectral Image Pansharpening Based on the Contourlet Transform
    Author-s: Amro, Israa; Mateos, Javier
    Source: INFORMATION OPTICS AND PHOTONICS: ALGORITHMS, SYSTEMS, AND APPLICATIONS 247 261 2010
  • SUPER RESOLUTION OF MULTISPECTRAL IMAGES USING l1 IMAGE MODELS AND INTERBAND CORRELATIONS
    Author-s: Vega, Miguel; Mateos, Javier; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: 2009 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING 234 239 IEEE International Workshop on Machine Learning fo SEP 01-04, 2009 Grenoble, Grenoble 2009
  • LOCAL BAYESIAN IMAGE RESTORATION USING VARIATIONAL METHODS AND GAMMA-NORMAL DISTRIBUTIONS
    Author-s: Mateos, Javier; Bishop, Tom E.; Molina, Rafael; Katsaggelos, Aggelos K.
    Source: 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6 129 132 16th IEEE International Conference on Image Proces NOV 07-10, 2009 Cairo, Cairo 2009
  • Bayesian high resolution image reconstruction with incomplete multisensor low resolution systems
    Author-s: Mateos, J; Molina, R; Katsaggelos, AK
    Source: 2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS 705 708 IEEE International Conference on Acoustics, Speech APR 06-10, 2003 HONG KONG, HONG KONG 2003
  • Bayesian parameter estimation in image reconstruction from subsampled blurred observations
    Author-s: Vega, M; Mateos, J; Molina, R; Katsaggelos, AK
    Source: 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 2, PROCEEDINGS 969 972 IEEE International Conference on Image Processing SEP 14-17, 2003 BARCELONA, BARCELONA 2003
  • Simultaneous motion estimation and resolution enhancement of compressed low resolution video
    Author-s: Mateos, J; Katsaggelos, AK; Molina, R
    Source: 2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS 653 656 IEEE International Conference on Image Processing SEP 10-13, 2000 VANCOUVER, VANCOUVER 2000
  • Reduction of blocking artifacts in block transformed compressed color images
    Author-s: Mateos, J; Ilia, C; Jimenez, B; Molina, R; Katsaggelos, AK
    Source: 1998 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL 1 401 405 IEEE International Conference on Image Processing OCT 04-07, 1998 CHICAGO, CHICAGO 1998
  • A Bayesian approach to blind deconvolution based on Dirichlet distributions
    Author-s: Molina, R; Katsaggelos, AK; Abad, J; Mateos, J
    Source: 1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V 2809 2812 1997 IEEE International Conference on Acoustics, S APR 21-24, 1997 MUNICH, MUNICH 1997
  • Restoration of severely blurred high range images using compound models
    Author-s: Molina, R; Katsaggelos, AK; Mateos, J; Abad, J
    Source: INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL II 469 472 International Conference on Image Processing (ICIP SEP 16-19, 1996 LAUSANNE, LAUSANNE 1996

Regional Projects

  • Mejora de la resolución espacial de imágenes multiespectrales utilizando técnicas de super-resolución. Aplicaciones a teledetección
    Principal Investigator: Javier Mateos Delgado
    Reference: P07-TIC-02698
    Start date: 2008-01-02
    End date: 2013-01-31
    Research Group: TIC-116
    Amount to UGR: 58800.00
    Funding Agency: Consejería de Economía, Innovación y Ciencia, J.A.
    Program: Proyectos de Excelencia: Promoción general del conocimiento
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Research Contracts through OTRI

  • OTRI-3094
    Principal Investigator: Javier Mateos Delgado
    Start date: 2012-02-24
    End date: 2012-03-23
    Research Group: TIC-116
    Company: Computer Forensics Laboratories

Doctoral Dissertations supervised

  • Modelización e Inferencia Bayesiana en Problemas de Reconstrucción y Clasificación de Imágenes
    Author: Pablo Ruiz Matarán
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2015-09-10
    Supervision: Rafael Molina Soriano, Javier Mateos Delgado, Aggelos K. Katsaggelos
    Special mention: internacional
  • Fusión bayesiana de pares de imágenes con diferente exposición
    Author: Miguel Tallón Benitez
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2012-11-26
    Supervision: Rafael Molina Soriano, Javier Mateos Delgado
    Special mention: internacional
  • Multispectral Image fusion Using Multiscale and Super-resolution Methods
    Author: Israa Amro
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2011-02-11
    Supervision: Javier Mateos Delgado

Research visits

  • DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING. NORTHWESTERN UNIVERSITY
    Visiting researcher: Mateos Delgado, Javier
    Research group: TIC-116
    Place: EVANSTON (ILLINOIS); ESTADOS UNIDOS DE AMERICA
    Start date: 1999-07-01
    End date: 2000-02-14
    Visiting category: POSTD
  • DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING. NORTHWESTERN UNIVERSITY
    Visiting researcher: Mateos Delgado, Javier
    Research group: TIC-116
    Place: EVANSTON (ILLINOIS); ESTADOS UNIDOS DE AMERICA
    Start date: 1995-11-01
    End date: 1995-11-08
    Visiting category: INV
  • DEPARTMENT OF STATISTICS. UNIVERSITY OF LEEDS
    Visiting researcher: Mateos Delgado, Javier
    Research group: TIC-116
    Place: LEEDS; GRAN BRETAÑA
    Start date: 1993-07-01
    End date: 1993-09-30
    Visiting category: PRED
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