Rafael Molina

2009
45	EE	S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos: Variational Bayesian Blind Deconvolution Using a Total Variation Prior. IEEE Transactions on Image Processing 18(1): 12-26 (2009)
2008
44	EE	S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos: Total variation super resolution using a variational approach. ICIP 2008: 641-644
43	EE	Tom E. Bishop, Rafael Molina, James R. Hopgood: Blind restoration of blurred photographs via AR modelling and MCMC. ICIP 2008: 669-672
42	EE	Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos: Super Resolution of Multispectral Images Using TV Image Models. KES (3) 2008: 408-415
41		Bruno Amizic, Aggelos K. Katsaggelos, Rafael Molina: Using Logarithmic Opinion Pooling Techniques in Bayesian Blind Multi-Channel Restoration. VISAPP (1) 2008: 565-570
40	EE	S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos: Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation. IEEE Transactions on Image Processing 17(3): 326-339 (2008)
2007
39	EE	Antonio Javier Gallego, Rafael Molina, Patricia Compañ, Carlos Villagrá: 3D Reconstruction and Mapping from Stereo Pairs with Geometrical Rectification. BVAI 2007: 318-327
38	EE	Antonio Javier Gallego, Rafael Molina, Patricia Compañ, Carlos Villagrá: Rectified Reconstruction from Stereo Pairs and Robot Mapping. CAIP 2007: 141-148
37	EE	Rafael Molina, Miguel Vega, Aggelos K. Katsaggelos: From Global to Local Bayesian Parameter Estimation in Image Restoration using Variational Distribution Approximations. ICIP (1) 2007: 121-124
36	EE	Tom E. Bishop, Rafael Molina, James R. Hopgood: Nonstationary Blind Image Restoration using Variational Methods. ICIP (1) 2007: 125-128
35	EE	S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos: Total Variation Image Restoration and Parameter Estimation using Variational Posterior Distribution Approximation. ICIP (1) 2007: 97-100
34		Rafael Molina, Antonio López, José Manuel Martín, Aggelos K. Katsaggelos: Variational posterior distribution approximation in bayesian emission tomography reconstruction using a gamma mixture prior. VISAPP (Special Sessions) 2007: 165-176
2006
33	EE	Antonio López, José Manuel Martín, Rafael Molina, Aggelos K. Katsaggelos: Transmission Tomography Reconstruction Using Compound Gauss-Markov Random Fields and Ordered Subsets. ICIAR (2) 2006: 559-569
32	EE	Rafael Molina, Miguel Vega, Javier Mateos, Aggelos K. Katsaggelos: Parameter Estimation in Bayesian Reconstruction of Multispectral Images using Super Resolution Techniques. ICIP 2006: 1749-1752
31		Pilar Arques, Rafael Molina, Mar Pujol, Ramón Rizo: Distance histogram to centroid as a unique feature to recognize objects. VISAPP (1) 2006: 492-500
30	EE	Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos: Blind Deconvolution Using a Variational Approach to Parameter, Image, and Blur Estimation. IEEE Transactions on Image Processing 15(12): 3715-3727 (2006)
2005
29	EE	Fidel Aznar Gregori, Mireia Sempere, Mar Pujol, Ramón Rizo, Rafael Molina: 3D Robot Mapping: Combining Active and Non Active Sensors in a Probabilistic Framework. CAEPIA 2005: 11-20
28	EE	Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos: Approximations of posterior distributions in blind deconvolution using variational methods. ICIP (2) 2005: 770-773
27	EE	Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos: Bayesian Reconstruction of Color Images Acquired with a Single CCD. IbPRIA (1) 2005: 343-350
26	EE	Antonio López, Rafael Molina, Aggelos K. Katsaggelos: Bayesian Reconstruction for Transmission Tomography with Scale Hyperparameter Estimation. IbPRIA (2) 2005: 455-462
2004
25	EE	Salvador Villena, Javier Abad, Rafael Molina, Aggelos K. Katsaggelos: Estimation of High Resolution Images and Registration Parameters from Low Resolution Observations. CIARP 2004: 509-516
24		Luis D. Alvarez, Rafael Molina, Aggelos K. Katsaggelos: Motion estimation in high resolution image reconstruction from compressed video sequences. ICIP 2004: 1795-1798
23	EE	C. Andrew Segall, Aggelos K. Katsaggelos, Rafael Molina, Javier Mateos: Bayesian resolution enhancement of compressed video. IEEE Transactions on Image Processing 13(7): 898-911 (2004)
2003
22	EE	Luis D. Alvarez, Rafael Molina, Aggelos K. Katsaggelos: Multi-channel Reconstruction of Video Sequences from Low-Resolution and Compressed Observations. CIARP 2003: 46-53
21		Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos: Bayesian parameter estimation in image reconstruction from subsampled blurred observations. ICIP (2) 2003: 969-972
20	EE	Antonio López, Rafael Molina, Aggelos K. Katsaggelos: Bayesian SPECT Image Reconstruction with Scale Hyperparameter Estimation for Scalable Prior. IbPRIA 2003: 445-452
19	EE	Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos: Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images. IbPRIA 2003: 538-546
18	EE	Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos, Miguel Vega: Bayesian multichannel image restoration using compound Gauss-Markov random fields. IEEE Transactions on Image Processing 12(12): 1642-1654 (2003)
17	EE	Rafael Molina, Miguel Vega, Javier Abad, Aggelos K. Katsaggelos: Parameter estimation in Bayesian high-resolution image reconstruction with multisensors. IEEE Transactions on Image Processing 12(12): 1655-1667 (2003)
2002
16	EE	Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos, Miguel Vega: A General Multichannel Image Restoration Method Using Compound Models. ICPR (3) 2002: 835-838
15	EE	Antonio López, Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos: SPECT Image Reconstruction Using Compound Prior Models. IJPRAI 16(3): 317-330 (2002)
2001
14	EE	Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, C. Andrew Segall: Bayesian high-resolution reconstruction of low-resolution compressed video. ICIP (2) 2001: 25-28
2000
13		Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina: Simultaneous Motion Estimation and Resolution Enhancement of Compressed low Resolution Video. ICIP 2000
12	EE	Nikolas P. Galatsanos, Vladimir Z. Mesarovic, Rafael Molina, Aggelos K. Katsaggelos: Hierarchical Bayesian image restoration from partially known blurs. IEEE Transactions on Image Processing 9(10): 1784-1797 (2000)
11	EE	Javier Mateos, Aggelos K. Katsaggelos, Rafael Molina: A Bayesian approach for the estimation and transmission of regularization parameters for reducing blocking artifacts. IEEE Transactions on Image Processing 9(7): 1200-1215 (2000)
10	EE	Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, Aurora Hermoso, C. Andrew Segall: Restoration of severely blurred high range images using stochastic and deterministic relaxation algorithms in compound Gauss?CMarkov random fields. Pattern Recognition 33(4): 555-571 (2000)
1999
9		Antonio López, Rafael Molina, Aggelos K. Katsaggelos: Hyperparameter Estimation for Emission Computed Tomography Data. ICIP (2) 1999: 677-680
8	EE	Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos: Bayesian and regularization methods for hyperparameter estimation in image restoration. IEEE Transactions on Image Processing 8(2): 231-246 (1999)
1998
7		Javier Mateos, Carlos Ilia Herráiz Montalvo, Blas C. Ruiz Jiménez, Rafael Molina, Aggelos K. Katsaggelos: Reduction of Blocking Artifacts in Block Transformed Compressed Color Images. ICIP (1) 1998: 401-405
6		Nikolas P. Galatsanos, Vladimir Z. Mesarovic, Rafael Molina: Two Bayesian Image Restoration Algorithms from Partially-Known Blurs. ICIP (2) 1998: 93-97
1997
5		Rafael Molina, Aggelos K. Katsaggelos, Javier Mateos, Aurora Hermoso: Restoration of Severely Blurred High Range Images Using Stochastic and Deterministic Relaxation Algorithms in Compound Gauss Markov Random Fields. EMMCVPR 1997: 117-132
1994
4	EE	Rafael Molina: On the Hierarchical Bayesian Approach to Image Restoration: Applications to Astronomical Images. IEEE Trans. Pattern Anal. Mach. Intell. 16(11): 1122-1128 (1994)
3	EE	Jose A. García, Rafael Molina, Nicolas Pérez de la Blanca: Automatic characterization of spiral and elliptical galaxies from digital images. Pattern Recognition Letters 15(9): 861-869 (1994)
1992
2		A. Sutherland, Bob Henery, Rafael Molina, C. C. Taylor, Ross D. King: Statistical Methods in Learning. IPMU 1992: 173-182
1991
1		Silvia Acid, Luis M. de Campos, Antonio González, Rafael Molina, Nicolas Pérez de la Blanca: Learning with CASTLE. ECSQARU 1991: 99-106

Coauthor Index

1	Javier Abad	[17] [25]
2	Silvia Acid	[1]
3	Luis D. Alvarez	[22] [24]
4	Bruno Amizic	[41]
5	Pilar Arques	[31]
6	S. Derin Babacan	[35] [40] [44] [45]
7	Tom E. Bishop	[36] [43]
8	Nicolas Pérez de la Blanca	[1] [3]
9	Luis M. de Campos	[1]
10	Patricia Compañ	[38] [39]
11	Nikolas P. Galatsanos	[6] [12]
12	Antonio Javier Gallego	[38] [39]
13	Jose A. García	[3]
14	Antonio González	[1]
15	Fidel Aznar Gregori	[29]
16	Bob Henery	[2]
17	Aurora Hermoso	[5] [10]
18	James R. Hopgood	[36] [43]
19	Blas C. Ruiz Jiménez	[7]
20	Aggelos K. Katsaggelos	[5] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27] [28] [30] [32] [33] [34] [35] [37] [40] [41] [42] [44] [45]
21	Ross D. King	[2]
22	Antonio López	[9] [15] [20] [26] [33] [34]
23	José Manuel Martín	[33] [34]
24	Javier Mateos	[5] [7] [8] [10] [11] [13] [14] [15] [16] [18] [19] [21] [23] [28] [30] [32] [42]
25	Vladimir Z. Mesarovic	[6] [12]
26	Carlos Ilia Herráiz Montalvo	[7]
27	Mar Pujol	[29] [31]
28	Ramón Rizo	[29] [31]
29	C. Andrew Segall	[10] [14] [23]
30	Mireia Sempere	[29]
31	A. Sutherland	[2]
32	C. C. Taylor	[2]
33	Miguel Vega	[16] [17] [18] [19] [21] [27] [32] [37] [42]
34	Carlos Villagrá	[38] [39]
35	Salvador Villena	[25]

Colors in the list of coauthors