Valero Laparra
Valero Laparra
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TitleCited byYear
End-to-end optimized image compression
J Ballé, V Laparra, EP Simoncelli
arXiv preprint arXiv:1611.01704, 2016
2602016
Divisive normalization image quality metric revisited
V Laparra, J Muñoz-Marí, J Malo
JOSA A 27 (4), 852-864, 2010
902010
A survey on Gaussian processes for earth-observation data analysis: A comprehensive investigation
G Camps-Valls, J Verrelst, J Munoz-Mari, V Laparra, F Mateo-Jimenez, ...
IEEE Geoscience and Remote Sensing Magazine 4 (2), 58-78, 2016
672016
Iterative gaussianization: from ICA to random rotations
V Laparra, G Camps-Valls, J Malo
IEEE transactions on neural networks 22 (4), 537-549, 2011
642011
Density modeling of images using a generalized normalization transformation
J Ballé, V Laparra, EP Simoncelli
arXiv preprint arXiv:1511.06281, 2015
562015
End-to-end optimization of nonlinear transform codes for perceptual quality
J Ballé, V Laparra, EP Simoncelli
2016 Picture Coding Symposium (PCS), 1-5, 2016
522016
Psychophysically tuned divisive normalization approximately factorizes the PDF of natural images
J Malo, V Laparra
Neural computation 22 (12), 3179-3206, 2010
432010
Encoding invariances in remote sensing image classification with SVM
E Izquierdo-Verdiguier, V Laparra, L Gomez-Chova, G Camps-Valls
IEEE Geoscience and Remote Sensing Letters 10 (5), 981-985, 2012
382012
Perceptual image quality assessment using a normalized Laplacian pyramid
V Laparra, J Ballé, A Berardino, EP Simoncelli
Electronic Imaging 2016 (16), 1-6, 2016
362016
Regression wavelet analysis for lossless coding of remote-sensing data
N Amrani, J Serra-Sagristà, V Laparra, MW Marcellin, J Malo
IEEE Transactions on Geoscience and Remote Sensing 54 (9), 5616-5627, 2016
352016
Nonlinearities and adaptation of color vision from sequential principal curves analysis
V Laparra, S Jiménez, G Camps-Valls, J Malo
Neural Computation 24 (10), 2751-2788, 2012
342012
A review of kernel methods in remote sensing data analysis
L Gómez-Chova, J Muñoz-Marí, V Laparra, J Malo-López, G Camps-Valls
Optical Remote Sensing, 171-206, 2011
342011
Image denoising with kernels based on natural image relations
V Laparra, J Gutiérrez, G Camps-Valls, J Malo
Journal of Machine Learning Research 11 (Feb), 873-903, 2010
302010
Dimensionality reduction via regression in hyperspectral imagery
V Laparra, J Malo, G Camps-Valls
IEEE journal of selected topics in signal processing 9 (6), 1026-1036, 2015
282015
Eigen-distortions of hierarchical representations
A Berardino, V Laparra, J Ballé, E Simoncelli
Advances in neural information processing systems, 3530-3539, 2017
252017
Perceptually optimized image rendering
V Laparra, A Berardino, J Ballé, EP Simoncelli
arXiv preprint arXiv:1701.06641, 2017
202017
Spatio-chromatic adaptation via higher-order canonical correlation analysis of natural images
MU Gutmann, V Laparra, A Hyvärinen, J Malo
PloS one 9 (2), 2014
202014
Visual aftereffects and sensory nonlinearities from a single statistical framework
V Laparra, J Malo
Frontiers in human neuroscience 9, 557, 2015
172015
Principal polynomial analysis
V Laparra, S Jiménez, D Tuia, G Camps-Valls, J Malo
International journal of neural systems 24 (07), 1440007, 2014
162014
Randomized kernels for large scale Earth observation applications
A Pérez-Suay, J Amorós-López, L Gómez-Chova, V Laparra, ...
Remote Sensing of Environment 202, 54-63, 2017
152017
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