Valero Laparra
Valero Laparra
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Cited by
Cited by
End-to-end optimized image compression
J Ballé, V Laparra, EP Simoncelli
arXiv preprint arXiv:1611.01704, 2016
Density modeling of images using a generalized normalization transformation
J Ballé, V Laparra, EP Simoncelli
arXiv preprint arXiv:1511.06281, 2015
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
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
Perceptual image quality assessment using a normalized Laplacian pyramid
V Laparra, J Ballé, A Berardino, EP Simoncelli
Electronic Imaging 28, 1-6, 2016
Iterative gaussianization: from ICA to random rotations
V Laparra, G Camps-Valls, J Malo
IEEE transactions on neural networks 22 (4), 537-549, 2011
Divisive normalization image quality metric revisited
V Laparra, J Muñoz-Marí, J Malo
JOSA A 27 (4), 852-864, 2010
Fair kernel learning
A Pérez-Suay, V Laparra, G Mateo-García, J Muñoz-Marí, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
Derivation of global vegetation biophysical parameters from EUMETSAT Polar System
FJ García-Haro, M Campos-Taberner, J Muñoz-Marí, V Laparra, ...
ISPRS journal of photogrammetry and remote sensing 139, 57-74, 2018
Physics-aware Gaussian processes in remote sensing
G Camps-Valls, L Martino, DH Svendsen, M Campos-Taberner, ...
Applied Soft Computing 68, 69-82, 2018
Perceptually optimized image rendering
V Laparra, A Berardino, J Ballé, EP Simoncelli
JOSA A 34 (9), 1511-1525, 2017
Transferring deep learning models for cloud detection between Landsat-8 and Proba-V
G Mateo-García, V Laparra, D López-Puigdollers, L Gómez-Chova
ISPRS Journal of Photogrammetry and Remote Sensing 160, 1-17, 2020
Eigen-distortions of hierarchical representations
A Berardino, V Laparra, J Ballé, E Simoncelli
Advances in neural information processing systems 30, 2017
Psychophysically tuned divisive normalization approximately factorizes the PDF of natural images
J Malo, V Laparra
Neural computation 22 (12), 3179-3206, 2010
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
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
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
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
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: Advances in Signal Processing and Exploitation …, 2011
Image Denoising with Kernels Based on Natural Image Relations.
V Laparra, J Gutiérrez, G Camps-Valls, J Malo
Journal of Machine Learning Research 11 (2), 2010
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