Edit Profile (opens in new tab) Molina Soriano, Rafael Co-Author Distance Author ID: molina-soriano.rafael Published as: Molina, Rafael; Molina, R.; Molina Soriano, Rafael more...less Homepage: http://decsai.ugr.es/~rms/ External Links: MGP · ORCID Documents Indexed: 31 Publications since 1987, including 1 Additional arXiv Preprint Co-Authors: 34 Co-Authors with 26 Joint Publications 265 Co-Co-Authors all top 5 Co-Authors 0 single-authored 21 Katsaggelos, Aggelos K. 7 Babacan, Sevket Derin 6 Mateos, Javier 3 Luessi, Martin 3 Vega, Miguel 2 Arques, Pilar 2 Compañ, Patricia 2 Pujol, Mar 2 Rizo, Ramón 2 Zhou, Xu 1 Alvarez, L. D. 1 Álvarez, Pablo Morales 1 Amizic, Bruno 1 Ansorge, Reto 1 Caballero, Fernando 1 Callico, Gustavo M. 1 Castillo, Carmen Toro 1 Castillo, Enrique F. 1 Chantas, Giannis 1 Chen, Zhaofu 1 Fdez-Valdivia, J. 1 Fernández-Canteli, Alfonso 1 Fernandez Vivas, Concepcion 1 Galatsanos, Nikolaos P. 1 Geng, Lisheng 1 Gómez, Rebeca 1 Hidalgo-Gavira, Natalia 1 Iliadis, Michael 1 López-Tapia, Santiago 1 Lucas, Alice 1 Ma, Yi 1 Maza, Iván 1 Ni, Dong 1 Ollero, Anibal 1 Oset, Eulogio 1 Pena, Nicolas 1 Ruiz Matarán, Pablo 1 Ruiz, Pablo D. 1 Schmidt, Arne 1 Serra, Juan G. 1 Spinoulas, Leonidas 1 Testa, Matteo 1 Vigueras, A. 1 Wang, Haohong 1 Wang, Jingnan 1 Wang, Tianfu 1 Zhou, Fugen all top 5 Serials 16 IEEE Transactions on Image Processing 3 IEEE Transactions on Signal Processing 2 Kybernetes 1 Applied Mathematics and Computation 1 Trabajos de Estadistica 1 Signal Processing 1 Multidimensional Systems and Signal Processing 1 Journal of Intelligent & Robotic Systems 1 Applied Mathematical Modelling 1 Applied and Computational Harmonic Analysis 1 Statistical Methodology 1 PTEP. Progress of Theoretical and Experimental Physics all top 5 Fields 21 Information and communication theory, circuits (94-XX) 10 Statistics (62-XX) 6 Computer science (68-XX) 3 Numerical analysis (65-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Probability theory and stochastic processes (60-XX) 1 Mechanics of particles and systems (70-XX) 1 Quantum theory (81-XX) 1 Astronomy and astrophysics (85-XX) 1 Operations research, mathematical programming (90-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 17 Publications have been cited 123 times in 106 Documents Cited by ▼ Year ▼ Bayesian compressive sensing using Laplace priors. Zbl 1371.94480 Babacan, S. Derin; Molina, Rafael; Katsaggelos, Aggelos K. 37 2010 Variational Bayesian blind deconvolution using a total variation prior. Zbl 1371.94479 Babacan, S. Derin; Molina, Rafael; Katsaggelos, Aggelos K. 20 2009 Variational Bayesian super resolution. Zbl 1372.94014 Babacan, S. Derin; Molina, Rafael; Katsaggelos, Aggelos K. 14 2011 Sparse Bayesian methods for low-rank matrix estimation. Zbl 1393.94670 Babacan, S. Derin; Luessi, Martin; Molina, Rafael; Katsaggelos, Aggelos K. 13 2012 Bayesian and regularization methods for hyperparameter estimation in image restoration. Zbl 1098.94509 Molina, Rafael; Katsaggelos, Aggelos K.; Mateos, Javier 11 1999 Variational Bayesian image restoration with a product of spatially weighted total variation image priors. Zbl 1371.94079 Chantas, Giannis; Galatsanos, Nikolaos P.; Molina, Rafael; Katsaggelos, Aggelos K. 8 2010 Compressive blind image deconvolution. Zbl 1373.94533 Amizic, Bruno; Spinoulas, Leonidas; Molina, Rafael; Katsaggelos, Aggelos K. 4 2013 Variational posterior distribution approximation in Bayesian super resolution reconstruction of multispectral images. Zbl 1140.68523 Molina, Rafael; Vega, Miguel; Mateos, Javier; Katsaggelos, Aggelos K. 3 2008 Minimization of an energy function with robust features for image segmentation. Zbl 1106.68417 Arques, Pilar; Compañ, Patricia; Molina, Rafael; Pujol, Mar; Rizo, Ramon 2 2003 Bayesian blind deconvolution from differently exposed image pairs. Zbl 1371.94039 Babacan, Sevket Derin; Wang, Jingnan; Molina, Rafael; Katsaggelos, Aggelos K. 2 2010 Generative adversarial networks and perceptual losses for video super-resolution. Zbl 07122906 Lucas, Alice; López-Tapia, Santiago; Molina, Rafael; Katsaggelos, Aggelos K. 2 2019 Robust and low-rank representation for fast face identification with occlusions. Zbl 1409.94256 Iliadis, Michael; Wang, Haohong; Molina, Rafael; Katsaggelos, Aggelos K. 2 2017 Bayesian K-SVD using fast variational inference. Zbl 1409.94536 Serra, Juan G.; Testa, Matteo; Molina, Rafael; Katsaggelos, Aggelos K. 2 2017 Region-based super-resolution for compression. Zbl 1124.94002 Barreto, D.; Alvarez, L. D.; Molina, R.; Katsaggelos, A. K.; Callicó, G. M. 1 2007 A Bayesian approach for the estimation and transmission of regularization parameters for reducing blocking artifacts. Zbl 0977.94003 Mateos, Javier; Katsaggelos, Aggelos K.; Molina, Rafael 1 2000 A cybernetic approach to the multiscale minimization of energy function: Grey level image segmentation. Zbl 1012.68215 Arques, Pilar; Compañ, Patricia; Molina, Rafael; Pujol, Mar; Rizo, Ramón 1 2002 Rainflow analysis in coastal engineering using switching second order Markov models. Zbl 1252.60070 Castillo, Carmen; Castillo, Enrique; Fernández-Canteli, Alfonso; Gómez, Rebeca; Molina, Rafael 1 2012 Generative adversarial networks and perceptual losses for video super-resolution. Zbl 07122906 Lucas, Alice; López-Tapia, Santiago; Molina, Rafael; Katsaggelos, Aggelos K. 2 2019 Robust and low-rank representation for fast face identification with occlusions. Zbl 1409.94256 Iliadis, Michael; Wang, Haohong; Molina, Rafael; Katsaggelos, Aggelos K. 2 2017 Bayesian K-SVD using fast variational inference. Zbl 1409.94536 Serra, Juan G.; Testa, Matteo; Molina, Rafael; Katsaggelos, Aggelos K. 2 2017 Compressive blind image deconvolution. Zbl 1373.94533 Amizic, Bruno; Spinoulas, Leonidas; Molina, Rafael; Katsaggelos, Aggelos K. 4 2013 Sparse Bayesian methods for low-rank matrix estimation. Zbl 1393.94670 Babacan, S. Derin; Luessi, Martin; Molina, Rafael; Katsaggelos, Aggelos K. 13 2012 Rainflow analysis in coastal engineering using switching second order Markov models. Zbl 1252.60070 Castillo, Carmen; Castillo, Enrique; Fernández-Canteli, Alfonso; Gómez, Rebeca; Molina, Rafael 1 2012 Variational Bayesian super resolution. Zbl 1372.94014 Babacan, S. Derin; Molina, Rafael; Katsaggelos, Aggelos K. 14 2011 Bayesian compressive sensing using Laplace priors. Zbl 1371.94480 Babacan, S. Derin; Molina, Rafael; Katsaggelos, Aggelos K. 37 2010 Variational Bayesian image restoration with a product of spatially weighted total variation image priors. Zbl 1371.94079 Chantas, Giannis; Galatsanos, Nikolaos P.; Molina, Rafael; Katsaggelos, Aggelos K. 8 2010 Bayesian blind deconvolution from differently exposed image pairs. Zbl 1371.94039 Babacan, Sevket Derin; Wang, Jingnan; Molina, Rafael; Katsaggelos, Aggelos K. 2 2010 Variational Bayesian blind deconvolution using a total variation prior. Zbl 1371.94479 Babacan, S. Derin; Molina, Rafael; Katsaggelos, Aggelos K. 20 2009 Variational posterior distribution approximation in Bayesian super resolution reconstruction of multispectral images. Zbl 1140.68523 Molina, Rafael; Vega, Miguel; Mateos, Javier; Katsaggelos, Aggelos K. 3 2008 Region-based super-resolution for compression. Zbl 1124.94002 Barreto, D.; Alvarez, L. D.; Molina, R.; Katsaggelos, A. K.; Callicó, G. M. 1 2007 Minimization of an energy function with robust features for image segmentation. Zbl 1106.68417 Arques, Pilar; Compañ, Patricia; Molina, Rafael; Pujol, Mar; Rizo, Ramon 2 2003 A cybernetic approach to the multiscale minimization of energy function: Grey level image segmentation. Zbl 1012.68215 Arques, Pilar; Compañ, Patricia; Molina, Rafael; Pujol, Mar; Rizo, Ramón 1 2002 A Bayesian approach for the estimation and transmission of regularization parameters for reducing blocking artifacts. Zbl 0977.94003 Mateos, Javier; Katsaggelos, Aggelos K.; Molina, Rafael 1 2000 Bayesian and regularization methods for hyperparameter estimation in image restoration. Zbl 1098.94509 Molina, Rafael; Katsaggelos, Aggelos K.; Mateos, Javier 11 1999 all cited Publications top 5 cited Publications all top 5 Cited by 319 Authors 4 Deng, Haisong 4 Gelb, Anne 4 Shao, Wenze 3 Churchill, Victor 3 Hadri, Aissam 3 Laghrib, Amine 3 Pereyra, Marcelo 3 Song, Zhanjie 3 Wen, Youwei 3 Zhao, Shengrong 2 Afraites, Lekbir 2 Cao, Jiuwen 2 Ge, Qi 2 Han, Ningning 2 Jin, Renchao 2 Katsaggelos, Aggelos K. 2 Lai, Xiaoping 2 Mateos, Javier 2 Molina Soriano, Rafael 2 Ni, Yiqing 2 Pragliola, Monica 2 Pujol, Francisco A. 2 Pujol, Mar 2 Rizo, Ramón 2 Song, Enmin 2 Vega, Miguel 2 Wei, Zhihui 2 Xu, Xiangyang 2 Zeng, Tie Yong 2 Zhang, Bei-Yang 1 Abou-Kandil, Hisham 1 Adelmann, Andreas 1 Almansa, Andrés 1 Antoni, Jérôme 1 Arques, Pilar 1 Autchariyapanikul, Kittawit 1 Aydin, Vildan Atalay 1 Azarnia, Ghanbar 1 Babacan, Sevket Derin 1 Bah, Bubacarr 1 Bai, Zonglong 1 Ballester, Coloma 1 Bao, Zheng 1 Benois-Pineau, Jenny 1 Bernués, Emiliano 1 Bi, Guoan 1 Bioucas-Dias, José M. 1 Boudraa, Abdel-Ouahab 1 Bourguignon, Sébastien 1 Bouwmans, Thierry 1 Budzinskiy, Stanislav S. 1 Bungert, Leon 1 Burger, Martin 1 Cai, Jin-Lin 1 Calderon, Hernan 1 Caselles Costa, Vicent 1 Chan, Raymond Hon-Fu 1 Chen, Bo 1 Chen, Chuanbo 1 Chen, Lixia 1 Chen, Qingchun 1 Chen, Wensheng 1 Chen, Xin 1 Cheng, Kai 1 Chowdhury, Mujibur Rahman 1 Christen, J. Andrés 1 Cisneros, Guillermo 1 Coomes, David A. 1 Cui, Kaiyan 1 Cui, Lihong 1 Dai, Daoqing 1 De Bortoli, Valentin 1 Deng, Wenfeng 1 Diop, El Hadji S. 1 Domenger, Jean-Philippe 1 Dong, Lizhi 1 Dong, Yiqiu 1 Drefs, Jakob 1 Durmus, Alain 1 Egaña, Álvaro 1 Ehrhardt, Matthias Joachim 1 El Hakoume, Abdelmajid 1 Faccio, Daniele 1 Fahs, Marwan 1 Fang, Shaohong 1 Feng, Xiangchu 1 Fernandez Vidal, Ana 1 Figueiredo, Mário A. T. 1 Foroosh, Hassan 1 Fowler, Michael D. 1 Frey, Matthias 1 Gamarnik, David 1 Gao, Huijun 1 Goldman, Jacob Vorstrup 1 Gu, Shuhang 1 Guiraud, Enrico 1 Gunturk, Bahadir Kursat 1 Guo, Yan 1 Gusev, A. D. 1 Hakim, Abdelilah ...and 219 more Authors all top 5 Cited in 63 Serials 6 Journal of Scientific Computing 6 Mathematical Problems in Engineering 5 Inverse Problems 4 Journal of the Franklin Institute 4 Multidimensional Systems and Signal Processing 4 Journal of Mathematical Imaging and Vision 3 Computer Methods in Applied Mechanics and Engineering 3 Circuits, Systems, and Signal Processing 3 Inverse Problems and Imaging 3 SIAM Journal on Imaging Sciences 3 SIAM/ASA Journal on Uncertainty Quantification 2 Journal of Computational Physics 2 Information Sciences 2 Signal Processing 2 Computational Statistics 2 International Journal of Computer Vision 2 Journal of Machine Learning Research (JMLR) 2 EURASIP Journal on Advances in Signal Processing 1 Computer Physics Communications 1 Physica A 1 The Annals of Statistics 1 Applied Mathematics and Computation 1 BIT 1 Computing 1 International Journal of Mathematics and Mathematical Sciences 1 Journal of the American Statistical Association 1 Journal of Computational and Applied Mathematics 1 Journal of Optimization Theory and Applications 1 Kybernetes 1 Metron 1 Programming and Computer Software 1 Journal of Computational Mathematics 1 Physica D 1 Neural Networks 1 Machine Learning 1 Applications of Mathematics 1 Journal of Global Optimization 1 Applied Mathematical Modelling 1 Communications in Statistics. Theory and Methods 1 Linear Algebra and its Applications 1 Pattern Recognition 1 Computational Statistics and Data Analysis 1 Applied and Computational Harmonic Analysis 1 Nonlinear Dynamics 1 PAA. Pattern Analysis and Applications 1 Journal of Applied Statistics 1 Lobachevskii Journal of Mathematics 1 Archives of Computational Methods in Engineering 1 Journal of Statistical Mechanics: Theory and Experiment 1 Statistical Methodology 1 Inverse Problems in Science and Engineering 1 Optimization Letters 1 Foundations and Trends in Computer Graphics and Vision 1 Mathematical Geosciences 1 Journal of Control Science and Engineering 1 Science China. Information Sciences 1 ISRN Computational Mathematics 1 Bayesian Analysis 1 Computer Science Review 1 East Asian Journal on Applied Mathematics 1 Mathematics 1 AMM. Applied Mathematics and Mechanics. (English Edition) 1 Computational Visual Media all top 5 Cited in 22 Fields 51 Statistics (62-XX) 49 Information and communication theory, circuits (94-XX) 36 Computer science (68-XX) 25 Numerical analysis (65-XX) 11 Operations research, mathematical programming (90-XX) 8 Systems theory; control (93-XX) 4 Probability theory and stochastic processes (60-XX) 4 Biology and other natural sciences (92-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Statistical mechanics, structure of matter (82-XX) 2 Geophysics (86-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Integral transforms, operational calculus (44-XX) 1 Integral equations (45-XX) 1 Convex and discrete geometry (52-XX) 1 Fluid mechanics (76-XX) 1 Optics, electromagnetic theory (78-XX) 1 Quantum theory (81-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year