VALERO LAPARRA PEREZ-MUELAS
PDI-Titular d'Universitat
Knowledge area: ELECTRONIC TECHNOLOGY
Department: Electronic Engineering
Journal Publications
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Emma Izquierdo-Verdiguier; Valero Laparra; Robert Jenssen; Luis Gómez-Chova; Gustau Camps-Valls
(2016)
Optimized Kernel Entropy Components. Ieee Transactions On Neural Networks And Learning Systems, 28(6), pp. 1466 - 1472
. ISSN: 2162-237X -
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Valero Laparra; Alexander Berardino; Johannes Ballé; Eero P. Simoncelli
(2017)
Perceptually Optimized Image Rendering. Journal of the Optical Society of America A-Optics Image Science and Vision. ISSN: 1084-7529 -
Laparra, V.; Malo, J.; Camps-Valls, G.
(2015)
Dimensionality reduction via regression in hyperspectral imagery. Ieee Journal Of Selected Topics In Signal Processing. ISSN: 1932-4553
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Muñoz-Marí, J.; Izquierdo-Verdiguier, E.; Campos-Taberner, M.; Pérez-Suay, A.; Gómez-Chova, L.; Mateo-García, G.; Ruescas, A. B.; Laparra, V.; Padrón, J. A.; Amorós-López, J.; Camps-Valls, G.
(2017)
HyperLabelMe: A Web Platform for Benchmarking Remote-Sensing Image Classifiers. Ieee Geoscience And Remote Sensing Magazine, 5(4), pp. 79 - 85
. ISSN: 2168-6831 -
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Camps-Valls, G.; Martino, L.; Svendsen, D. H; Campos-Taberner, M.; Muñoz-Marí, J.; Laparra, V.;Luengo, D.; García-Haro, F. J.
(2018)
Physics-aware Gaussian processes in remote sensing. Applied Soft Computing, 68, pp. 69 - 82
. ISSN: 1568-4946 -
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José A. Padrón-Hidalgo ; Valero Laparra ; Nathan Longbotham ; Gustau Camps-Valls
(2019)
Kernel Anomalous Change Detection for Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing. ISSN: 0196-2892
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Joaquín García-Sobrino ; Valero Laparra ; Joan Serra-Sagristà ; Xavier Calbet ; Gustau Camps-Valls
(2019)
Improved Statistically Based Retrievals via Spatial-Spectral Data Compression for IASI Data. IEEE Transactions on Geoscience and Remote Sensing. ISSN: 0196-2892
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David Malmgren-Hansen; Valero Laparra; Allan Aasbjerg Nielsen; Gustau Camps-Valls
(2019)
Statistical retrieval of atmospheric profiles with deep convolutional neural networks. Isprs Journal of Photogrammetry and Remote Sensing. ISSN: 0924-2716
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Johnson, J. E.; Laparra, V.; Camps-Valls, G.
(2020)
Accounting for Input Noise in Gaussian Process Parameter Retrieval. Ieee Geoscience And Remote Sensing Letters. ISSN: 1545-598X
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Padr\'on-Hidalgo, J.A; P\'erez-Suay, A.; Nar, F.; Laparra, V.; Camps-Valls, G.
(2020)
Efficient Kernel Cook's Distance for Remote Sensing Anomalous Change Detection. Ieee Journal Of Selected Topics In Applied Earth Observations And Remote Sensing, 13, pp. 5480 - 5488
. ISSN: 1939-1404
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Van Wittenberghe, S., Laparra, V., García-Plazaola, J.I., Fernandez-Marín, B., Porcar-Castell, A., Moreno, J.
(2021)
Combined dynamics of the 500-600 nm leaf absorption and chlorophyll fluorescence changes in vivo: Evidence for the multifunctional energy quenching role of xanthophylls. Biochimica et Biophysica Acta-Bioenergetics, 1862(2), p. 148351
. ISSN: 0005-2728 -
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Camps-Valls, G.; Campos-Taberner, M.; Laparra, V. ; Martino, L. ; Munoz-Mari, J.
(2022)
Retrieval of Physical Parameters with Deep Structured Kernel Regression. IEEE Transactions on Geoscience and Remote Sensing. ISSN: 0196-2892
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Pablo Hernández-Cámara; Jorge Vila-Tomás; Valero Laparra; Jesús Malo
(2023)
Neural networks with divisive normalization for image segmentation. Pattern Recognition Letters, 173, pp. 64 - 71
. ISSN: 0167-8655
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Svendsen, D.H.; Hernàndez-Lobato, D.; Laparra, V.; Martino, L.; Moreno-Martínez, A.; Camps-Valls, G.
(2021)
Inference over Radiative Transfer Models using Variational and Expectation Maximization Methods. Machine Learning. ISSN: 0885-6125
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Padron, J.; Laparra, V.; Camps-Valls, G.
(2022)
Unsupervised Anomaly and Change Detection with Multivariate Gaussianization. IEEE Transactions on Geoscience and Remote Sensing. ISSN: 0196-2892
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García-Haro, F.J; Campos-Taberner, M; Martínez, B; Sánchez-Ruiz, S; Gilabert, M.A; Camps-Valls, G; Muñoz-Mari, J; Laparra, V; Camacho, F; Sánchez-Zapero, J; Fuster, B.
(2018)
Generation of global vegetation products from EUMETSAT AVHRR/METOP Satellites. Geoscience and Remote Sensing (IGARSS), IEEE International Symposium, pp. 1826 - 1829
. ISSN: 2153-6996 -
Laparra, Valero;Pérez-Suay, Adrián;Piles, María;Muñoz-Marí, Jordi;Amorós-López, Julia;Fernandez-Moran, Roberto;Fernández-Torres, Miguel-Ángel;Adsuara, Jose E.
(2023)
Assessing the Impact of Using Short Videos for Teaching at Higher Education: Empirical evidence from log-files in a Learning Management System. IEEE-RITA: revista Iberoamericana de tecnologías del aprendizaje, 18(3), pp. 233 - 238
. ISSN: 1932-8540 -
Participations in Conferences
Laparra, V.; Gonzalez, D.M.; Tuia, D.; Camps-Valls, G. (2015). Large-scale random features for kernel regression. (Communication). Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International, 2015 . ITALY
V. Laparra; J. Ballé; A. Berardino; E.P. Simoncelli (2015). Perceptual image quality assessment using a normalized Laplacian pyramid. (Paper). SPIE, Conf. on Human Vision and Electronic Imaging . UNITED STATES
A. Berardino; V. Laparra; J. Ballé; E.P. Simoncelli (2016). Perceptual distortion measured with a gain control model of LGN response. (Poster). Computational and Systems Neuroscience . UNITED STATES
J. Ballé; V. Laparra; E.P. Simoncelli (2016). Density Modeling of Images using a Generalized Normalization Transformation. (Paper). International Conference on Learning Representations . UNITED STATES
J. Ballé; V. Laparra; E.P. Simoncelli (2016). Density Modeling of Images using a Generalized Normalization Transformation. (Poster). SIAM: Conference on Imaging Science . UNITED STATES
J. Ballé; V. Laparra; E.P. Simoncelli (2016). End-to-end optimization of nonlinear transform codes for perceptual quality. (Poster). PCS: Picture Coding Symposium . GERMANY
E.P. Simoncelli; V. Laparra; J. Ballé; A. Berardino. (2017). Perceptual and engineering implications of cascaded gain control models. (Invited paper). . UNITED STATES
A. Berardino; V. Laparra; J. Ballé; E.P. Simoncelli (2017). Predicting perceptual distortion sensitivity with gain control models of LGN. (Invited paper). Annual Meeting, Vision Sciences Society . UNITED STATES
A. Berardino; V. Laparra; J. Ballé; E.P. Simoncelli (2017). Visibility of eigen-distortions of hierarchical models. (Invited paper). Computational and Systems Neuroscience . UNITED STATES
J. Ballé; V. Laparra; E.P. Simoncelli (2017). End-to-end optimized image compression. (Paper). Int'l. Conf. on Learning Representations . UNITED STATES
Thesis, minor thesis and research reports
J. Emmanuel Johnson, (2021). Estimating Information In Earth System Data With Machine Learning. (Doctoral Thesis). ..
Jose Padrón, (2021). Anomaly and Change Detection in Remote Sensing Images. (Doctoral Thesis). ..
Alexander Hepburn, (2022). On the Connection Between the Human Visual System and Machine Learning. (Doctoral Thesis). ..
