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Journal Papers

Submitted

  • J. Chamorro-Martínez, and J.M. Keller, “Granular Modelling of Fuzzy Color Categories”, IEEE Transactions on Fuzzy Systems, 2017. [BibTeX entry]
  • J.M. Soto-Hidalgo, D. Sánchez, J. Chamorro-Martínez, and P. Martínez-Jiménez, “Color Comparison in Fuzzy Color Spaces”, Fuzzy Sets and Systems, 2017. [BibTeX entry]
  • P. Martínez-Jiménez, J. Chamorro-Martínez, and J. Rodríguez-Pérez, “Semantic Description of Visual Texture by means of Customized Fuzzy Partitions”, Fuzzy Sets and Systems, 2017. [BibTeX entry]
  • P. Martínez-Jiménez, J. Chamorro-Martínez, and J. Rodríguez-Pérez, “Adaptive Multidimensional Fuzzy Sets for Texture Modeling”, IEEE Transactions on Fuzzy Systems, 2017. [BibTeX entry]
  • 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]

In press

  • A. Lucas, M. Iliadis, R. Molina, and A.K. Katsaggelos, “Using Deep Neural Networks for Inverse Problems in Imaging”, Signal Processing Magazine, 2018. [BibTeX entry]
  • P. Martínez-Jiménez, J. Chamorro-Martínez, and J.M. Soto-Hidalgo, “Perception-based fuzzy partitions for visual texture modelling”, Fuzzy Sets and Systems, 2017. [BibTeX entry]
  • P. Morales, A. Pérez-Suay, R. Molina, and G. Camps-Valls, “Remote Sensing Image Classification with Large Scale Gaussian Processes”, IEEE Transactions on Geoscience and Remote Sensing, 2017. [BibTeX entry]
  • S. López Tapia, R. Molina, and N. Pérez de la Blanca, “Deep CNNs for Object Detection using Passive Millimeter Sensors”, IEEE Transactions on Circuits and Systems for Video Technology, 2018. [BibTeX entry]

2018

  • S. López Tapia, R. Molina, and N. Pérez de la Blanca, “Detection and Localization of Concealed Objects in Passive Millimeter Images”, Engineering Applications of Artificial Intelligence, vol. 67, 81-90, 2018. [BibTeX entry][ (3746 KB.)]

2017

  • X. Zhou, M. Vega, F. Zhou, R. Molina, and A. K. Katsaggelos, “Fast Bayesian Blind Deconvolution with Huber Super Gaussian Priors”, Digital Signal Processing, vol. 60, 122-133, 2017. [BibTeX entry][ (3778 KB.)]
  • M. Iliadis, H. Wang, R. Molina, and A.K. Katsaggelos, “Robust and Low-Rank Representation for Fast Face Identification with Occlusions”, IEEE Transactions on Image Processing, vol. 26, no. 5, 2203-2218, May 2017. [BibTeX entry][ (5918 KB.)]
  • J.G. Serra, M. Testa, R. Molina, and A.K. Katsaggelos, “Bayesian K-SVD Using Fast Variational Inference”, IEEE Transactions on Image Processing, vol. 26, no. 7, 3344-3348, July 2017. [BibTeX entry][Abstract][ (3247 KB.)]
  • J. Chamorro-Martínez, J.M. Soto-Hidalgo, P. Martínez-Jiménez, and D. Sánchez , “Fuzzy Color Spaces: A Conceptual Approach to Color Vision”, IEEE Transactions on Fuzzy Systems, vol. 25, no. 5, 1264-1280, October 2017. [BibTeX entry]

2016

  • J. Chamorro-Martínez, P. Martínez-Jiménez, J.M. Soto-Hidalgo, and B. Prados-Suárez, “An adaptive fuzzy approach for modelling visual texture properties”, Fuzzy Sets and Systems, vol. 286, 86-113, 2016. [BibTeX entry]
  • W. Saafin, S. Villena, M. Vega, R. Molina, and A.K. Katsaggelos, “Compressive Sensing Super Resolution from Multiple Observations with Application to Passive Millimeter Wave Images”, Digital Signal Processing, vol. 50, 180-190, 2016. [BibTeX entry][ (1832 KB.)]
  • J.M. Soto-Hidalgo, P. Martínez-Jiménez, J. Chamorro-Martínez, and D. Sánchez, “JFCS: A Color Modeling Java Software based on Fuzzy Color Spaces”, IEEE Computational Intelligence Magazine, vol. 11, no. 2, 16-28, May 2016. [BibTeX entry]
  • P. Ruiz, R. Molina, and A.K. Katsaggelos, “Joint Data Filtering and Labeling using Gaussian Processes and Alternating Direction Method of Multipliers”, IEEE Transactions on Image Processing, vol. 25, no. 7, 3059-3072, July 2016. [BibTeX entry][Abstract][ (1614 KB.)]

2015

  • J. Chamorro-Martínez, P. Martínez-Jiménez, J.M. Soto-Hidalgo, and A. León-Salas, “A fuzzy approach for modelling visual texture properties”, Information Sciences, vol. 313, 1-21, 2015. [BibTeX entry]
  • Z. Chen, R. Molina, and A.K. Katsaggelos, “Robust Recovery of Temporally Smooth Signals from Under-Determined Multiple Measurements”, IEEE Transactions on Signal Processing, vol. 63, no. 7, 1779-1791, April 2015. [BibTeX entry][ (2437 KB.)]
  • J. Chamorro-Martínez, P. Martínez-Jiménez, J.M. Soto-Hidalgo, and B. Prados-Suárez, “Fuzzy sets on 2D spaces for fineness representation”, International Journal of Approximate Reasoning, vol. 62, 46–60, July 2015. [BibTeX entry]
  • A.K. Katsaggelos, S. Bahaadini, and R. Molina, “Audiovisual Fusion: Challenges and New Approaches”, Proceedings of the IEEE, vol. 103, no. 9, 1635-1653, September 2015. [BibTeX entry][Abstract][ (1884 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.)]
  • 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.)]

2014

  • L. Song, F. Jiang, Z. Shi, R. Molina, and A.K. Katsaggelos, “Toward Dynamic Scene Understanding by Hierarchical Motion Pattern Mining”, IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 3, 1273-1285, 2014. [BibTeX entry][ (2521 KB.)]
  • M. Luessi, S.D. Babacan, R. Molina, J.R. Booth, and A.K. Katsaggelos, “Variational Bayesian Causal Connectivity Analysis for fMRI”, Frontiers in Neuroinformatics, doi: 10.3389/fninf.2014.00045, vol. 8, no. 45, 2014. [BibTeX entry][ (1400 KB.)]
  • Z. Chen, S. D. Babacan, R. Molina, and A. K. Katsaggelos, “Variational Bayesian Methods For Multimedia Problems”, IEEE Transaction on Multimedia, vol. 16, no. 4, 1000-10017, 2014. [BibTeX entry][ (3793 KB.)]
  • M.J. Marín-Jiménez, N. Pérez de la Blanca, and M. Á. Mendoza, “Human action recognition from simple feature pooling”, Pattern Analysis and Applications, vol. 17, no. 1, 17-36, January 2014. [BibTeX entry][ (691 KB.)]
  • M.J. Marin-Jiménez, R. Muñoz-Salinas, E. Yeguas-Bolivar, and N. Pérez de la Blanca, “Human Interaction Categorization by Using Audio-Visual Cues”, Machine Vision and Applications, vol. 25, 71-84, January 2014. [BibTeX entry]
  • 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.)]
  • Z. Chen, R. Molina, and A.K. Katsaggelos, “Automated Recovery of Compressedly Observed Sparse Signals From Smooth Background”, Signal Processing Letters, vol. 21, no. 8, 1012-1016, August 2014. [BibTeX entry][ (1146 KB.)]
  • S. Villena, M. Vega, R. Molina, and A.K. Katsaggelos, “A Non-stationary Image Prior Combination in Super-Resolution”, Digital Signal Processing, vol. 32, 1-10, September 2014. [BibTeX entry][ (2950 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.)]
  • J. Chamorro-Martínez, D. Sánchez, J.M. Soto-Hidalgo, and P. Martínez-Jiménez, “A Discussion on Fuzzy Cardinality and Quantification. Some Applications in Image Processing”, Fuzzy Sets and Systems, vol. 257, 85-101, December 2014. [BibTeX entry][ (810 KB.)]
  • J. Chamorro-Martínez, P. Martínez-Jiménez, J.M. Soto-Hidalgo, and B. Prados-Suarez, “Perception-based fuzzy sets for visual texture modelling”, Soft Computing, vol. 18, no. 12, 2485-2499, December 2014. [BibTeX entry][ (6073 KB.)]

2013

  • S. Villena, M. Vega, D. Babacan, R. Molina, and A. Katsaggelos, “Bayesian Combination of Sparse and non Sparse Priors in Image Super Resolution”, Digital Signal Processing, vol. 23, no. 2, 530-541, 2013. [BibTeX entry][Abstract][ (989 KB.)]
  • E. Vera, M. Vega, R. Molina, and A.K. Katsaggelos, “Iterative image restoration using nonstationary priors”, Applied Optics , vol. 52, no. 10, D102-D110, April 2013. [BibTeX entry][Abstract]
  • Z. Chen, R. Molina, and A.K. Katsaggelos, “A Variational Approach for Sparse Component Estimation and Low-Rank Matrix Recovery”, JCM-Journal of Communications, vol. 8, no. 9, 600-611, September 2013. [BibTeX entry][ (1785 KB.)]
  • B. Amizic, L. Spinoulas, R. Molina, and A. K. Katsaggelos, “Compressive Blind Image Deconvolution”, IEEE Transaction on Image Processing, vol. 22, no. 10, 3994-4006, October 2013. [BibTeX entry][ (3954 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.)]
  • M. Luessi, D. Babacan, R. Molina, and A.K. Katsaggelos, “Bayesian Simultaneous Sparse Approximation with Smooth Signals”, IEEE Transaction on Signal Processing, vol. 61, no. 22, 5716-5721, November 2013. [BibTeX entry][ (3255 KB.)]
  • M.J. Marín-Jiménez, E. Yeguas, and N. Pérez de la Blanca, “Exploring STIP-based models for recognizing human interactions in TV videos”, Pattern Recognition Letters, vol. 34, no. 15, 1819-1828, November 2013. [BibTeX entry]

2012

  • B. Amizic, R. Molina, and A. K. Katsaggelos, “Sparse Bayesian Blind Image Deconvolution with Parameter Estimation”, Eurasip Journal on Image and Video Processing, doi:10.1186/1687-5281-2012-20, 2012. [BibTeX entry][ (8204 KB.)]
  • D. Babacan, M. Luessi, R. Molina, and A.K. Katsaggelos, “Sparse Bayesian Methods for Low-Rank Matrix Estimation”, IEEE Transaction on Signal Processing, vol. 60, no. 8, 3964-3977, 2012. [BibTeX entry][ (3180 KB.)]
  • J. Cortés, A. López, R. Molina, and A.K. Katsaggelos, “Variational Bayesian localization of EEG sources with generalized Gaussian priors”, The European Physical Journal - Plus (EPJP), vol. 127:140, DOI 10.1140/epjp/i2012-12140-9, 2012. [BibTeX entry][ (5006 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.)]
  • D. Sánchez, M. Delgado, M.A. Vila, and J. Chamorro-Martínez, “On a Non-nested Level-based Representation of Fuzziness”, Fuzzy Sets and Systems, vol. 192, 159-175, April 2012. [BibTeX entry]
  • 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.)]
  • S.D. Babacan, R. Ansorge, M. Luessi, P. Ruiz, R. Molina, and A. K. Katsaggelos, “Compressive Light Field Sensing”, IEEE Transaction on Image Processing, vol. 21, no. 12, 4746-4757, December 2012. [BibTeX entry][Abstract][ (1136 KB.)]

2011

  • 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. Luessi , S.D. Babacan, R. Molina, J.R. Booth, and A.K. Katsaggelos, “Bayesian symmetrical EEG/fMRI fusion with spatially adaptive priors.”, NeuroImage,, vol. 55, no. 1, 113-132, 2011. [BibTeX entry][ (2215 KB.)]
  • S. D. Babacan, R. Molina, and A.K. Katsaggelos, “Variational Bayesian Super Resolution ”, IEEE Transactions on Image Processing, vol. 20, no. 4, 984 - 999 , 2011. [BibTeX entry][ (5106 KB.)]

2010

  • D. Babacan, R. Molina, and A. Katsaggelos, “Bayesian Compressive Sensing using Laplace Priors”, IEEE Transactions on Image Processing, vol. 19, no. 1, 53-63, January 2010. [BibTeX entry][Abstract][ (1919 KB.)]
  • G. Chantas, N. Galatsanos, R. Molina, and A.K. Katsaggelos, “Variational Bayesian Image Restoration with a Product of Spatially Weighted Total Variation Image Priors”, IEEE Transactions on Image Processing, vol. 19, no. 2, 351-362, February 2010. [BibTeX entry][Abstract][ (1143 KB.)]
  • D. Bababan, R. Molina, and A.K. Katsaggelos, “Bayesian Blind Deconvolution from Differently Exposed Image Pairs”, IEEE Transactions on Image Processing, vol. 19, no. 11, 2874-2888, 2010. [BibTeX entry][Abstract][ (1863 KB.)]
  • J. Chamorro-Martínez, P. Martínez-Jiménez, and D. Sánchez, “Introducing Type-2 Fuzzy Sets for Image Texture Modelling”, International Journal of Computational Intelligence and Applications (IJCIA), vol. 9, no. 3, 171-185, 2010. [BibTeX entry][ (1353 KB.)]

2009

  • D. Babacan, R. Molina, and A. Katsaggelos, “Variational Bayesian Blind Deconvolution Using a Total Variation Prior”, IEEE Transactions on Image Processing, vol. 18, no. 1, 12-26, 2009. [BibTeX entry][ (5012 KB.)]
  • M. Lucena, J.M. Fuertes, N.Pérez de la Blanca, and M.J. Marín-Jiménez, “Tracking people in video sequences using multiple models”, Multimedia Tools and Applications, 2009. [BibTeX entry][Abstract]
  • 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.)]

2008

  • J.A. Guerrero-Colon, L. Mancera, and J. Portilla, “Image Restoration Using Space-Variant Gaussian Scale Mixtures in Overcomplete Pyramids”, IEEE Transactions on Image Processing, vol. 17, no. 1, 27-41, January 2008. [BibTeX entry][Abstract][ (1645 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.)]
  • S.D. Babacan, R. Molina, and A.K. Katsaggelos, “Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation”, IEEE Transactions on Image Processing, vol. 17, no. 3, 326-339, March 2008. [BibTeX entry][Abstract][ (2878 KB.)]
  • R.H. Luke, J.M. Keller, and J. Chamorro-Martínez, “Extending the Scale Invariant Transform Descriptor into the Color Domain”, International Journal on Graphics, Vision and Image Processing, vol. 8, no. 4, 35-43, December 2008. [BibTeX entry][ (3515 KB.)]

2007

  • J. Chamorro-Martínez, and J. Fdez-Valdivia, “A new approach to motion pattern recognition and its application to optical flow estimation”, IEEE Transactions on Systems, Man and Cybernetics. Part C, vol. 37, no. 1, 39-51, January 2007. [BibTeX entry][ (1240 KB.)]
  • B. Prados-Suarez, J. Chamorro-Martínez, D. Sánchez, and J. Abad, “Region-based Fit of Colour Homogeneity Measures for Fuzzy Image Segmentation”, Fuzzy Sets and Systems, vol. 158, no. 3, 215-229, February 2007. [BibTeX entry][ (2202 KB.)]
  • J. Chamorro-Martínez, J.M. Medina, C. Barranco, E. Galán-Perales, and J.M. Soto-Hidalgo, “Retrieving Images in Fuzzy Object-Relational Databases using Dominant Color Descriptors”, Fuzzy Sets and Systems, vol. 158, no. 3, 312-324, February 2007. [BibTeX entry][ (1516 KB.)]
  • D. Barreto, L.D. Alvarez, R. Molina, A.K. Katsaggelos, and G.M. Callicó, “Region-Based Super-Resolution for Compression”, Multidimensional Systems and Signal Processing, special issue on papers presented at the I International Conference in Super Resolution (Hong Kong, 2006), vol. 18, no. 2-3, 59-81, September 2007. [BibTeX entry][Abstract][ (798 KB.)]

2006

  • V. Bláques-Sanchez, M.A. Mendoza-Pérez, J. M. Merayo-Lloves, and R. Navarro-Belsué, “Aberraciones ópticas enojos con lentes de contacto medidas con el sistema de trazado de rayos ”, ARCH SOC ESP OFTALMOL, vol. 81, no. 10, 575-580, October 2006. [BibTeX entry][Abstract][ (40 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.)]
  • J. Chamorro-Martínez, D. Sánchez, B. Prados-Suarez, and E. Galán-Perales, “Fuzzy Homogeneity Measures for Path-based Colour Image Segmentation”, International Journal of Intelligent Systems Technologies and Applications, vol. 1, no. 3/4, 301-318, 2006. [BibTeX entry][ (1194 KB.)]
  • M. Vega, R. Molina, and A.K. Katsaggelos, “A Bayesian Superresolution Approach to Demosaicing of Blurred Images”, EURASIP Journal on Applied Signal Processing , vol. 2006, Article ID 25072, 12 pages, 2006. [BibTeX entry][Abstract][ (5157 KB.)]

2004

  • A. López, R. Molina, A.K. Katsaggelos, A. Rodriguez, J.M. López, and J.M. Llamas, “Parameter Estimation in Bayesian Reconstruction of SPECT Images: An Aide in Nuclear Medicine Diagnosis”, International Journal of Imaging Systems and Technology, vol. 14, no. 1, 21-27, June 2004. [BibTeX entry][Abstract][ (707 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.)]
  • M.J. Martín-Bautista, D. Sánchez, J. Chamorro-Martínez, J.M. Serrano, and M.A. Vila, “Mining web documents to find additional query terms using fuzzy association rules”, Fuzzy Sets and Systems, vol. 148, no. 1, 85-104, 2004. [BibTeX entry][ (299 KB.)]

2003

  • C.A. Segall, R. Molina, and A.K. Katsaggelos, “High-Resolution Images from Low-Resolution Compressed Video”, IEEE Signal Processing Magazine, vol. 20, no. 3, 37-48, May 2003. [BibTeX entry][ (529 KB.)]
  • J. Portilla, V. Strela, M. Wainwright, and E.P. Simoncelli, “Image Denoising Using Scale Mixtures of Gaussians in the Wavelet Domain”, IEEE Transactions on Image Processing, vol. 12, no. 11, 1338-1351, November 2003. [BibTeX entry][Abstract][ (386 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.)]
  • R. Molina, M. Vega, J. Abad, and A.K. Katsaggelos, “Parameter Estimation in Bayesian High-Resolution Image Reconstruction with Multisensors”, IEEE Transactions on Image Processing, vol. 12, no. 12, 1655-1667, December 2003. [BibTeX entry][Abstract][ (1448 KB.)]
  • D. Sánchez, J. Chamorro-Martínez, and A. Vila, “Modelling Subjectivity in Visual Perception of Orientation for Image Retrieval”, Information Processing and Management, vol. 39, no. 2, 251-266, 2003. [BibTeX entry][ (436 KB.)]
  • J. Chamorro-Martínez, D. Sánchez, B. Prados-Suarez, E. Galán-Perales, and M.A. Vila, “Segmenting Colour Images on the basis of a Fuzzy Hierarchical Approach”, Mathware and Soft Computing, vol. 10, no. 2, 101-115, 2003. [BibTeX entry][ (312 KB.)]

2002

  • 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.)]
  • D. Sánchez, and J. Chamorro-Martínez, “Learning Imprecise Semantic Concepts from Image Databases”, Mathware and Soft Computing, vol. 9, no. 1, 59-73, 2002. [BibTeX entry][ (704 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.)]

2001

  • J.A. García, J. Fdez-Valdivia, J. Fdez-Vidal, R. Rodríguez-Sánchez, and J.M. Fuertes, “Minimum Error Gain for Predicting Visual Target Distinctness”, Optical Engineering, vol. 40, no. 9, 1794-1817, 2001. [BibTeX entry][ (3023 KB.)]
  • J.M. Fuertes, M. Lucena, N. Pérez de la Blanca, and J. Chamorro-Martínez, “Scheme of Colour Image Retrieval from databases”, Pattern Recognition Letters, vol. 22, no. 2, 323-337, 2001. [BibTeX entry][ (1082 KB.)]
  • R. Molina, “From images and signals to information in Astronomy (Guest Editorial)”, IEEE Signal Processing Magazine, vol. 18, no. 2, 10, 2001. [BibTeX entry][ (64 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.)]

2000

  • J. Portilla, and E.P. Simoncelli, “A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients”, International Journal of Computer Vision, vol. 40, no. 1, 49-71, October 2000. [BibTeX entry][ (2088 KB.)]
  • A. Garrido, and N. Pérez de la Blanca, “Applying Deformable Templates for Cell Image Segmentation”, Pattern Recognition, vol. 33, no. XXXX, XXXX-XXXX, 2000. [BibTeX entry]
  • 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.)]
  • 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.)]
  • N.P. Galatsanos, V.Z. Mesarovic, R. Molina, and A.K. Katsaggelos, “Hierarchical Bayesian Image Restoration for Partially-Known Blurs”, IEEE Transactions on Image Processing, vol. 9, no. 10, 1784-1797, 2000. [BibTeX entry][ (471 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.)]

1999

  • A. Tabernero, J. Portilla, and R. Navarro, “Duality of Log-Polar Image Representations in the Space and the Spatial-Frequency Domains”, IEEE Transactions on Signal Processing, vol. 47, no. 9, 2469-79, September 1999. [BibTeX entry][Abstract][ (622 KB.)]
  • F.J. Cortijo, and N. Pérez de la Blanca, “The Performance of Regularized Discriminant Analysis Versus Non-Parametric Classifiers Applied to High Dimensional Image Classification”, International Journal of Remote Sensing, vol. 20, no. 17, 3345-3365, 1999. [BibTeX entry]
  • J.M. Fuertes, M. Lucena, N. Pérez de la Blanca, and J. Fdez-Valdivia, “Feature Extraction for an Image Retrieving Scheme”, Journal of Computer Science and Technology, vol. 1, no. 1, 48-64, 1999. [BibTeX entry]
  • 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.)]

1998

  • A. Garrido, and N. Pérez de la Blanca, “Physically-Based Active Shape Models: Initialization and Optimization”, Pattern Recognition, vol. 31, no. 8, 1003-1017, 1998. [BibTeX entry]
  • A. Garrido, N. Pérez de la Blanca, and J. Fdez-Valdivia, “Boundary Simplification Using a Multiscale Dominant-Point Detection Algorithm”, Pattern Recognition, vol. 31, no. 6, 791-804, 1998. [BibTeX entry]
  • F.J. Cortijo, and N. Pérez de la Blanca, “Improving Classical Contextual Classifications”, International Journal of Remote Sensing, vol. 19, no. 8, 1591-1613, 1998. [BibTeX entry]
  • O. Nestares, R. Navarro, J. Portilla, and A. Tabernero, “Efficient Spatial-Domain Implementation of a Multiscale Image Representation Based on Gabor Functions”, Journal of Electronic Imaging, vol. 7, no. XXXX, 166-173, 1998. [BibTeX entry]
  • 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.)]

1997

  • F.J. Cortijo, and N. Pérez de la Blanca, “A Comparative Study of Some Non-Parametric Spectral Classifiers. Applications to Problems with High-Overlapping Training Sets”, International Journal of Remote Sensing, vol. 18, no. 6, 1259-1275, 1997. [BibTeX entry]
  • 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.)]

1996

  • R. Molina, and J. Mateos, “Mutichannel Image Restoration in Astronomy”, Vistas in Astronomy, vol. 41, no. 3, 373-378, 1996. [BibTeX entry][ (436 KB.)]
  • A. Bijaoui, V. Di Gesu, A. Heck, M.J. Kurtz, P. Linde, M.C. Maccarone, R. Molina, F. Murtagh, and E. Raimond, “Converging Computing Methodologies in Astronomy”, NASA Science Information Systems Newsletter, vol. 38, 29-30, 1996. [BibTeX entry]
  • J. Portilla, R. Navarro, O. Nestares, and A. Tabernero, “Texture Synthesis-by-Analysis Based on a Multiscale Early-Vision Model”, Optical Engineering, vol. 35, no. XXXX, 2403-2417, 1996. [BibTeX entry]
  • O. Nestares, R. Navarro, J. Portilla, and A. Tabernero, “Automatic Computation of the Area Irradiated by Ultrashort Laser Pulses in Sb Materials Through Texture Segmentation of TEM Images”, Ultramicroscopy, vol. 66, no. XXXX, 101-115, 1996. [BibTeX entry]

1995

  • A. Bijaoui, V. Di Gesu, A. Heck, M.J. Kurtz, P. Linde, M.C. Maccarone, R. Molina, F. Murtagh, and E. Raimond, “Converging computing methodologies in Astronomy: An European science foundation science network, 1995-1997”, The ESO Messenger, no. 79, 38-39, 1995. [BibTeX entry]
  • J. Fdez-Valdivia, J.A. García, and N. Pérez de la Blanca, “A New Methodology to Solving”, Computer Methods, vol. 46, 187-205, 1995. [BibTeX entry]
  • J. Fdez-Valdivia, J.A. García, N. Pérez de la Blanca, A. Garrido, and J.M. Fuertes, “A New Methodology to Solving the Problem of Characterizing 2-D Biomedical Images”, Computers methods and programs in Biomedicine, vol. 46, 187- 205, 1995. [BibTeX entry]
  • J.A. García, J. Fdez-Valdivia, F.J. Cortijo, and R. Molina, “A Dynamic Approach for Clustering Data”, Signal Processing, vol. 44, no. 2, 181-196, 1995. [BibTeX entry][ (507 KB.)]
  • J.A. García, J. Fdez-Valdivia, and R. Molina, “A Method for Invariant Pattern Recognition Using the Scale-Vector Representation of Planar Curves”, Signal Processing, vol. 43, no. 1, 39-53, 1995. [BibTeX entry][ (596 KB.)]
  • 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.)]

1994

  • J.A. García, R. Molina, and N. Pérez de la Blanca, “Automatic Characterization of Spiral and Elliptical Galaxies from Digital Images”, Pattern Recognition Letters, vol. 15, no. 9, 861-869, 1994. [BibTeX entry][ (461 KB.)]
  • R. Molina, “On the Hierarchical Bayesian Approach to Image Restoration. Applications to Astronomical Images”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 16, no. 11, 1122-1128, 1994. [BibTeX entry][ (438 KB.)]

1993

  • N. Pérez de la Blanca, and J. Fdez-Valdivia, “Characterazing Planar Outlines”, Pattern Recognition Letters, vol. vol.14, no. XXXX, 489-497, 1993. [BibTeX entry]

1992

  • N. Pérez de la Blanca, J. Fdez-Valdivia, A. Gomez, and P. Castillo, “Detecting Nematode Features from Digital Images”, Journal of Nematology, vol. 24, no. 2, 289-297, 1992. [BibTeX entry]
  • N. Pérez de la Blanca, J. Fdez-Valdivia, A. Gomez, and P. Castillo, “Line Detection and Texture Analysis in Automatic Nematode Identification”, Journal of Nematology, vol. 24, no. 4, 571-577, 1992. [BibTeX entry]
  • R. Molina, A. del Olmo, J. Perea, and B.D. Ripley, “Bayesian Deconvolution in Optical Astronomy”, The Astronomical Journal, vol. 103, no. 2, 666-675, 1992. [BibTeX entry][ (219 KB.)]
  • R. Molina, B.D. Ripley, A. Molina, F. Moreno, and J.L. Ortiz, “Bayesian Deconvolution with Prior Knowledge of Object Location. Applications to Ground-Based Planetary Images”, The Astronomical Journal, vol. 104, no. 4, 1662-1668, 1992. [BibTeX entry][ (189 KB.)]

1989

  • R. Molina, and B.D. Ripley, “Using Spatial Models as Priors in Astronomical Image Analysis”, Journal of Applied Statistics, vol. 16, 193-206, 1989. [BibTeX entry]

1988

  • R. Molina, N. Pérez de la Blanca, and B.D. Ripley, “On the Deconvolution of Astronomical Images”, Newsletter of the Working Group for Modern Astronomical Methodology, vol. 7, 16-18, 1988. [BibTeX entry]

1987

  • N. Pérez de la Blanca, and J.A. Herencia, “Sintesis Numérica de un Batch Unidimensional”, Trabajos de Estadística, vol. 1, 97 -111, 1987. [BibTeX entry]
  • R. Molina, and C. Fernández, “Una Caracterización de Diseños Óptimos por Subgradientes”, Trabajos de Estadística, vol. 2, no. 1, 3-13, 1987. [BibTeX entry]

1986

  • N. Pérez de la Blanca, and J.A. Herencia, “Relación entre los Cuantiles y Cuasicuantiles de un Batch Unidimensional”, Stochastica, vol. 10, no. XXXX, 157-169, 1986. [BibTeX entry]

1984

  • N. Pérez de la Blanca, “Poliespectros y Modelos Polinómicos de Series Temporales”, Rev. Acad. Ciencias Matemáticas, Físicas, Químicas y Naturales de Granada, vol. 13, no. XXXX, 47-56, 1984. [BibTeX entry]
Visual Image Processing
 
DECSAI
 
University of Granada