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Books, Edited Journals & Book Chapters

Books

  • I. Amro, and J. Mateos, “Multispectral Image fusion Using Multiscale and Super-resolution Methods”, VDM Verlag, July 2011. [BibTeX entry][Abstract][ (0 KB.)]
  • 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.)]
  • M. Tsvetkov, V. Golev, F. Murtagh, and R. Molina M. Tsvetkov, V. Golev, F. Murtagh, and R. Molina (ed.), “VIRTUAL OBSERVATORY: Plate Content Digitization, Archive Mining and Image Sequence Processing”, Heron Press, 2006. [BibTeX entry]
  • J. Fdez-Valdivia, A. Garrido, and M. García-Silvente, “Estructuras de datos. Un enfoque práctico usando C”, Published by the authors, 1998. [BibTeX entry]
  • F.J. Cortijo, J.C. Cubero, and O. Pons, “Metodología de la programación. Programas y estructuras de datos en Pascal”, Proyecto Sur de Ediciones, 1993. [BibTeX entry]
  • N. Pérez de la Blanca, A. Sanfeliu, and E. Vidal (ed.), “Pattern recognition and image analysis. IV Spanish Simposium of Pattern Recognition and Image Analysis”, Patten Recognition and Artificial Intelligence Series, vol. 1, World Scientific Publishing, 1992. [BibTeX entry]

Edited Journals

  • A.K. Katsaggelos, and R. Molina (editors), “Super resolution (special issue)”, The Computer Journal, 52, 395-396, 2009. [BibTeX entry][ (34 KB.)]
  • R. Molina, and F. Murtagh (ed.), “DSP soars into space”, IEEE Signal Processing Magazine, vol. 18, no. 2, 2001. [BibTeX entry]
  • R. Molina, F. Murtagh, and A. Heck (ed.), “From information fusion to data mining”, Vistas in Astronomy, vol. 41, no. 3, 1997. [BibTeX entry]

Book chapters

2016

  • Z. Chen, R. Molina, and A.K. Katsaggelos, “A Variational Approach for Sparse Component Estimation and Low-Rank Matrix Recovery”, in Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing, T. Bouwmans , N.S. Aybat , and E. Zahzah (ed.), ch. 14, 1stedition, Chapman and Hall/CRC, September 2016. [BibTeX entry]

2013

  • 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.)]

2010

  • 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.)]
  • D. Bababan, R. Molina, and A.K. Katsaggelos, “Variational Bayesian Super Resolution Reconstruction”, in Super-Resolution Imaging, P. Milanfar (ed.), Taylor&Francis/CRC Press, ch. 10, 285-314, Series: Digital Imaging and Computer Vision , 2010. [BibTeX entry]

2009

  • V. Ferrari, M.J. Marín-Jiménez, and A. Zisserman, “2D Human Pose Estimation in TV Shows”, in Statistical and Geometrical Approaches to Visual Motion Analysis, D. Cremers et al. (ed.), LNCS, 128-147, 1stedition, Springer, 2009. [BibTeX entry][Abstract]

2007

  • T. E. Bishop, S. D. Babacan, B. Amizic, A. K. Katsaggelos, T. Chan, and R. Molina, “Blind Image Deconvolution: problem formulation and existing approaches”, in Blind image deconvolution: Theory and Applications, P. Campisi, and K. Egiazarian (ed.), ch. 1, CRC, 2007. [BibTeX entry][ (523 KB.)]

2006

  • M.J. Marín-Jiménez, and N. Pérez de la Blanca, “Empirical study of multi-scale filter banks for object categorization”, in Pattern Recognition : Progress, Directions and Applications, F.Pla, P.Radeva, and J.Vitrià (ed.), ch. 17, 287-302, 1stedition, CVC-UAB, March 2006. [BibTeX entry][Abstract]

2005

  • N.P. Galatsanos, M.N. Wernick, A.K. Katsaggelos, and R. Molina, “Multichannel Image Recovery”, in Handbook of Image and Video Processing, A. Bovik (ed.), ch. 3.7, 203-218, 2ndedition, Academic Press, 2005. [BibTeX entry][ (2196 KB.)]

2004

  • L.D. Alvarez, R. Molina, and A.K. Katsaggelos, “High Resolution Images from a Sequence of Low Resolution Observations”, in Digital Image Sequence Processing, Compression and Analysis., T. R. Reed (ed.), ch. 9, 233-259, CRC Press, 2004. [BibTeX entry][Abstract][ (1682 KB.)]

2003

  • A. López, R. Molina, and A.K. Katsaggelos, “Bayesian SPECT image reconstruction with scale hyperparameter estimation for scalable priors”, in 1st Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2003), Lecture Notes in Computer Science, vol. 2652, 445-452, Springer-Verlag, June 2003. [BibTeX entry]
  • 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]
  • J. Chamorro-Martínez, D. Sánchez, and B. Prados-Suarez, “A fuzzy color image segmentation applied to robot vision”, in Advances in Soft Computing, Engineering, Design and Manufacturing, J.M. Benitez, O. Cordon, F. Hoffman, and R. Roy (ed.), 129-138, Springer, 2003. [BibTeX entry][ (356 KB.)]

2002

  • J.A. García, J. Fdez-Valdivia, X.R. Fdez-Vidal, R. Rodríguez-Sánchez, J. Martinez-Baena, and J. Chamorro-Martínez, “Comparing Computational Models for Predicting Visual Target Distinctness”, in Recent Research Developments in Pattern Recognition, 369-399, Transworld Research Network, 2002. [BibTeX entry]
  • N. Pérez de la Blanca, and A. Garrido, “Recovering non-rigid 3D shape using a plan+parallax approach”, in Articulated Motion and Deformable Objects, F. Perales, and E. Hancock (ed.), Lecture Notes in Computer Science, vol. 2492, 251-256, Springer-Verlag, 2002. [BibTeX entry]

2001

  • 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.)]

2000

  • M. Lucena, J.M. Fuertes, N. Pérez de la Blanca, and N. Ruiz, “Anisotropic diffusion in color images”, in Pattern Recognition and Applications (Frontiers in Artificial Intelligence and Applications), M.I. Torres, and A. Sanfeliu (ed.), 81-89, IO Press, 2000. [BibTeX entry]
  • X.R. Fdez-Vidal, R. Rodríguez-Sánchez, J. Chamorro-Martínez, and M.C. Aranda, “Computing Visual Target Distinctness Through Integral Opponent-Color Feature”, in Pattern Recognition and Applications (Frontiers in Artificial Intelligence and Applications), M.I. Torres, and A. Sanfeliu (ed.), 154-163, IO Press, 2000. [BibTeX entry]

1998

  • 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.)]
  • N. Pérez de la Blanca, F.J. Cortijo, and R. Molina, “Clasificación de imágenes”, in Tutoriales en CD, A. Sanfeliu, and J. Vitrià (ed.), supported by Asociación Española de Reconocimiento de Formas y Análisis de Imágenes, 1998. [BibTeX entry]
  • N. Pérez de la Blanca, J. Fdez-Valdivia, and R. Molina, “Reconocimiento estadístico de patrones”, in Tutoriales en CD, A. Sanfeliu, and J. Vitrià (ed.), supported by Asociación Española de Reconocimiento de Formas y Análisis de Imágenes, 1998. [BibTeX entry]
  • R. Molina, J.A. García, and N. Pérez de la Blanca, “Análisis de imágenes astronómicas”, in Tutoriales en CD, A. Sanfeliu, and J. Vitrià (ed.), supported by Asociación Española de Reconocimiento de Formas y Análisis de Imágenes, 1998. [BibTeX entry][ (234 KB.)]

1997

  • A. Garrido, N. Pérez de la Blanca, and M. García-Silvente, “A New Methodology to Automatically Segment Biomedical Images”, in Lecture Notes in Computer Sciencie, Alberto Del Bimbo (ed.), vol. 1311, 372-379, Springer-Verlag, 1997. [BibTeX entry]
  • 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, 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.)]

1994

  • J. Fdez-Valdivia, J.A. García, N. Pérez de la Blanca, and A. Garrido, “new approach to the problem of representing planar curves”, in Advances in Pattern Recognition and Applications, F. Casacuberta, and A. Sanfeliu (ed.), 95-105, World Scientific, 1994. [BibTeX entry]
  • J.A. García, R. Molina, and N. Pérez de la Blanca, “Automatic characterization of spiral and elliptical galaxies and recognition of structures”, in Progress in Image Analysis and Processing, Impedovo (ed.), 399-402, World Scientific, 1994. [BibTeX entry][ (205 KB.)]
  • R. Molina, and F.J. Cortijo, “Bayesian deconvolution of galaxies and planets”, in Advances in Pattern Recognition and Applications, F. Casacuberta, and A. Sanfeliu (ed.), 118-124, World Scientific, 1994. [BibTeX entry][ (168 KB.)]
  • R. Molina, N. Pérez de la Blanca, and C.C. Taylor, “Modern statistical techniques”, in Machine Learning, Neural & Statistical Classification, E.H. Chichester, D. Michie, D. Spiegelhalter, and C.C. Taylor (ed.), 29-47, Ellis Horwood, Chichester, 1994. [BibTeX entry]

1993

  • A. Sutherland, R. Henery, R. Molina, C.C. Taylor, and R. King, “Statistical methods in learning”, in Lecture Notes in Computer Science, B. Bouchon-Meunier, L. Valverde, and R.R. Yager (ed.), vol. 682, Springer-Verlag, 1993. [BibTeX entry]
  • J. Fdez-Valdivia, J.A. García, and N. Pérez de la Blanca, “Detection of significant points in 2-D outlines using statistical criteria”, in Intelligent Systems with uncertainty, B. Bouchon, L. Valverde, and R.R. Yager (ed.), 319-327, Elsevier, 1993. [BibTeX entry]
  • R. Molina, and B.D. Ripley, “Using spatial models as priors in astronomical image analysis”, in Advances in Applied Statistics: Statistics & Images, vol. 1, 281-298, Carfax, 1993. [BibTeX entry][ (171 KB.)]
  • 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]

1992

  • J. Fdez-Valdivia, N. Pérez de la Blanca, and R. Molina, “Synthesis and classification of 2-D shapes from their landmark points”, in Pattern Recognition and Artificial Intelligence, N. Pérez de la Blanca, A. Sanfeliu, and E. Vidal (ed.), 35-48, World Scientific Publishing, 1992. [BibTeX entry]
  • J.A. García, R. Molina, and N. Pérez de la Blanca, “Non supervised characterization of galaxies using different approaches”, in Pattern Recognition and Artificial Intelligence, N. Pérez de la Blanca, A. Sanfeliu, and E. Vidal (ed.), 145-154, World Scientific Publishing, 1992. [BibTeX entry][ (140 KB.)]
  • R. Molina, and B.D. Ripley, “Deconvolution in optical Astronomy. A Bayesian approach”, in Lecture Notes in Statistics, vol. 74, 233-239, Springer-Verlag, 1992. [BibTeX entry][ (155 KB.)]

1991

  • R. Molina, “Aproximación Bayesiana al problema de deconvolución en Astronomía”, in Algunos aspectos del tratamiento de la información en Inteligencia Artificial, 237-247, Editorial Universidad de Granada, 1991. [BibTeX entry]
  • S. Acid, L.M. de Campos, A. González, R. Molina, and N. Pérez de la Blanca, “Learning with CASTLE”, in Lecture Notes in Computer Science, vol. 548, 99-106, Springer-Verlag, 1991. [BibTeX entry]

1989

  • B.D. Ripley, and R. Molina, “The use of spatial models as image priors”, in Spatial Statistics Imaging, IMS Lecture Notes, 322-330, XXXX, 1989. [BibTeX entry]
  • R. Molina, N. Pérez de la Blanca, and B.D. Ripley, “Statistical restoration of astronomical images”, in Data Analysis in Astronomy III, V. Di Gesu, L. Scarsi, P. Crane, J.H. Friedman, S. Levialdi, and M.C. Maccarone (ed.), 75-82, Plenum Press, 1989. [BibTeX entry]

1988

  • B.D. Ripley, and R. Molina, “Applications in Astronomy”, in Statistical Inference for Spatial Processes. (Adams Prize, Cambridge University), ch. 5.3, 82-95, Cambridge University Press, 1988. [BibTeX entry]
Visual Image Processing
 
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University of Granada