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Valero Laparra - Publications

Affiliations: 
research scientist Universitat de Valencia, Spain 
 2015-2016 New York University, New York, NY, United States 
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41 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Hepburn A, Laparra V, Santos-Rodriguez R, Malo J. Disentangling the Link Between Image Statistics and Human Perception. Arxiv. PMID 36994156  0.684
2020 Hepburn A, Laparra V, McConville R, Santos-Rodriguez R. Enforcing perceptual consistency on Generative Adversarial Networks by using the Normalised Laplacian Pyramid Distance Proceedings of the Northern Lights Deep Learning Workshop. 1: 6. DOI: 10.7557/18.5124  0.394
2020 Johnson JE, Laparra V, Camps-Valls G. Accounting for Input Noise in Gaussian Process Parameter Retrieval Ieee Geoscience and Remote Sensing Letters. 17: 391-395. DOI: 10.1109/Lgrs.2019.2921476  0.333
2020 Mateo-García G, Laparra V, López-Puigdollers D, Gómez-Chova L. Transferring deep learning models for cloud detection between Landsat-8 and Proba-V Isprs Journal of Photogrammetry and Remote Sensing. 160: 1-17. DOI: 10.1016/J.Isprsjprs.2019.11.024  0.335
2019 Padron-Hidalgo JA, Laparra V, Longbotham N, Camps-Valls G. Kernel Anomalous Change Detection for Remote Sensing Imagery Ieee Transactions On Geoscience and Remote Sensing. 57: 7743-7755. DOI: 10.1109/Tgrs.2019.2916212  0.353
2019 Garcia-Sobrino J, Laparra V, Serra-Sagrista J, Calbet X, Camps-Valls G. Improved Statistically Based Retrievals via Spatial-Spectral Data Compression for IASI Data Ieee Transactions On Geoscience and Remote Sensing. 57: 5651-5668. DOI: 10.1109/Tgrs.2019.2901396  0.33
2019 Malmgren-Hansen D, Laparra V, Nielsen AA, Camps-Valls G. Statistical retrieval of atmospheric profiles with deep convolutional neural networks Isprs Journal of Photogrammetry and Remote Sensing. 158: 231-240. DOI: 10.1016/J.Isprsjprs.2019.10.002  0.338
2018 García-Haro FJ, Campos-Taberner M, Muñoz-Marí J, Laparra V, Camacho F, Sánchez-Zapero J, Camps-Valls G. Derivation of global vegetation biophysical parameters from EUMETSAT Polar System Isprs Journal of Photogrammetry and Remote Sensing. 139: 57-74. DOI: 10.1016/J.Isprsjprs.2018.03.005  0.34
2018 Camps-Valls G, Martino L, Svendsen DH, Campos-Taberner M, Muñoz-Marí J, Laparra V, Luengo D, García-Haro FJ. Physics-aware Gaussian processes in remote sensing Applied Soft Computing. 68: 69-82. DOI: 10.1016/J.Asoc.2018.03.021  0.322
2017 Laparra V, Berardino A, Ballé J, Simoncelli EP. Perceptually optimized image rendering. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 34: 1511-1525. PMID 29036154 DOI: 10.1364/Josaa.34.001511  0.747
2017 Izquierdo-Verdiguier E, Laparra V, Jenssen R, Gomez-Chova L, Camps-Valls G. Optimized Kernel Entropy Components. Ieee Transactions On Neural Networks and Learning Systems. 28: 1466-1472. PMID 26930695 DOI: 10.1109/Tnnls.2016.2530403  0.317
2017 Berardino A, Laparra V, Ballé J, Simoncelli E. Predicting perceptual distortion sensitivity with gain control models of LGN Journal of Vision. 17: 776. DOI: 10.1167/17.10.776  0.688
2017 Garcia-Sobrino J, Serra-Sagrista J, Laparra V, Calbet X, Camps-Valls G. Statistical Atmospheric Parameter Retrieval Largely Benefits From Spatial–Spectral Image Compression Ieee Transactions On Geoscience and Remote Sensing. 55: 2213-2224. DOI: 10.1109/Tgrs.2016.2639099  0.407
2017 Munoz-Mari J, Izquierdo-Verdiguier E, Campos-Taberner M, Perez-Suay A, Gomez-Chova L, Mateo-Garcia G, Ruescas AB, Laparra V, Padron JA, Amoros-Lopez J, Camps-Valls G. HyperLabelMe : A Web Platform for Benchmarking Remote-Sensing Image Classifiers Ieee Geoscience and Remote Sensing Magazine. 5: 79-85. DOI: 10.1109/Mgrs.2017.2762476  0.4
2017 Pérez-Suay A, Amorós-López J, Gómez-Chova L, Laparra V, Muñoz-Marí J, Camps-Valls G. Randomized kernels for large scale Earth observation applications Remote Sensing of Environment. 202: 54-63. DOI: 10.1016/J.Rse.2017.02.009  0.402
2016 Laparra V, Ballé J, Berardino A, Simoncelli EP. Perceptual image quality assessment using a normalized Laplacian pyramid Electronic Imaging. 2016: 1-6. DOI: 10.2352/Issn.2470-1173.2016.16.Hvei-103  0.728
2016 Amrani N, Serra-Sagrista J, Laparra V, Marcellin MW, Malo J. Regression Wavelet Analysis for Lossless Coding of Remote-Sensing Data Ieee Transactions On Geoscience and Remote Sensing. 54: 5616-5627. DOI: 10.1109/Tgrs.2016.2569485  0.623
2016 Camps-Valls G, Verrelst J, Munoz-Mari J, Laparra V, Mateo-Jimenez F, Gomez-Dans J. A Survey on Gaussian Processes for Earth-Observation Data Analysis: A Comprehensive Investigation Ieee Geoscience and Remote Sensing Magazine. 4: 58-78. DOI: 10.1109/Mgrs.2015.2510084  0.314
2015 Laparra V, Malo J. Visual aftereffects and sensory nonlinearities from a single statistical framework. Frontiers in Human Neuroscience. 9: 557. PMID 26528165 DOI: 10.3389/Fnhum.2015.00557  0.646
2015 Laparra V, Malo J, Camps-Valls G. Dimensionality reduction via regression in hyperspectral imagery Ieee Journal On Selected Topics in Signal Processing. 9: 1026-1036. DOI: 10.1109/Jstsp.2015.2417833  0.666
2014 Laparra V, Jiménez S, Tuia D, Camps-Valls G, Malo J. Principal polynomial analysis. International Journal of Neural Systems. 24: 1440007. PMID 25164247 DOI: 10.1142/S0129065714400073  0.608
2014 Gutmann MU, Laparra V, Hyvärinen A, Malo J. Spatio-chromatic adaptation via higher-order canonical correlation analysis of natural images. Plos One. 9: e86481. PMID 24533049 DOI: 10.1371/Journal.Pone.0086481  0.655
2014 Amrani N, Laparra V, Camps-Valls G, Serra-Sagrista J, Malo J. Lossless coding of hyperspectral images with principal polynomial analysis 2014 Ieee International Conference On Image Processing, Icip 2014. 4023-4026. DOI: 10.1109/ICIP.2014.7025817  0.616
2013 Jiménez S, Otazu X, Laparra V, Malo J. Chromatic induction and contrast masking: similar models, different goals? Proceedings of Spie. 8651. DOI: 10.1117/12.2019010  0.632
2013 Jimenez S, Laparra V, Malo J. Visual discrimination and adaptation using non-linear unsupervised learning Proceedings of Spie - the International Society For Optical Engineering. 8651. DOI: 10.1117/12.2019008  0.631
2013 Izquierdo-Verdiguier E, Laparra V, Gomez-Chova L, Camps-Valls G. Encoding Invariances in Remote Sensing Image Classification With SVM Ieee Geoscience and Remote Sensing Letters. 10: 981-985. DOI: 10.1109/Lgrs.2012.2227297  0.435
2013 Talens V, Laparra V, Malo J, Camps-Valls G. Kernel Structural SIMIlarity on hyperspectral images International Geoscience and Remote Sensing Symposium (Igarss). 1214-1217. DOI: 10.1109/IGARSS.2013.6722998  0.628
2012 Laparra V, Jiménez S, Camps-Valls G, Malo J. Nonlinearities and adaptation of color vision from sequential principal curves analysis. Neural Computation. 24: 2751-88. PMID 22845821 DOI: 10.1162/Neco_A_00342  0.637
2012 Laparra V, Tuia D, Jimenez S, Camps-Valls G, Malo J. Nonlinear data description with Principal Polynomial Analysis Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. DOI: 10.1109/MLSP.2012.6349786  0.521
2011 Laparra V, Camps-Valls G, Malo J. Iterative Gaussianization: from ICA to random rotations. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 22: 537-49. PMID 21349790 DOI: 10.1109/Tnn.2011.2106511  0.6
2011 Laparra V, Tuia D, Jiménez S, Camps-Valls G, Malo J. Principal polynomial analysis for remote sensing data processing International Geoscience and Remote Sensing Symposium (Igarss). 4180-4183. DOI: 10.1109/IGARSS.2011.6050151  0.522
2011 Laparra V, Gutmann MU, Malo J, Hyvärinen A. Complex-valued independent component analysis of natural images Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6792: 213-220. DOI: 10.1007/978-3-642-21738-8_28  0.601
2010 Malo J, Laparra V. Psychophysically tuned divisive normalization approximately factorizes the PDF of natural images. Neural Computation. 22: 3179-206. PMID 20858127 DOI: 10.1162/Neco_A_00046  0.682
2010 Laparra V, Muñoz-Marí J, Malo J. Divisive normalization image quality metric revisited. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 27: 852-64. PMID 20360827 DOI: 10.1364/Josaa.27.000852  0.636
2010 Armengot M, Laparra V, Gómez-Chova L, Malo J, Camps-Valls G. Adaptive kernel ridge regression for image denoising Proceedings of the 2010 Ieee International Workshop On Machine Learning For Signal Processing, Mlsp 2010. 432-437. DOI: 10.1109/MLSP.2010.5588824  0.65
2010 Camps-Valls G, Tuia D, Laparra V, Malo J. Estimating biophysical variable dependences with kernels International Geoscience and Remote Sensing Symposium (Igarss). 828-831. DOI: 10.1109/IGARSS.2010.5651508  0.501
2010 Malo J, Laparra V. Visual cortex performs a sort of non-linear ICA Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5933: 17-25. DOI: 10.1007/978-3-642-11509-7_3  0.525
2010 Laparra V, Gutiérrez J, Camps-Valls G, Malo J. Image denoising with kernels based on natural image relations Journal of Machine Learning Research. 11: 873-903.  0.653
2009 Laparra V, Muñoz-Marí J, Camps-Valls G, Malo J. PCA Gaussianization for one-class remote sensing image classification Proceedings of Spie - the International Society For Optical Engineering. 7477. DOI: 10.1117/12.834011  0.624
2009 Laparra V, Camps-Valls G, Malo J. PCA Gaussianization for image processing Proceedings - International Conference On Image Processing, Icip. 3985-3988. DOI: 10.1109/ICIP.2009.5413808  0.637
2008 Laparra V, Gutiérrez J, Camps-Valls G, Malo J. Recovering wavelet relations using SVM for image denoising Proceedings - International Conference On Image Processing, Icip. 541-544. DOI: 10.1109/ICIP.2008.4711811  0.648
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