Valero Laparra - Publications

Affiliations: 
research scientist Universitat de Valencia, Spain 
 2015-2016 New York University, New York, NY, United States 

38 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
2021 Johnson JE, Laparra V, Pérez-Suay A, Mahecha MD, Camps-Valls G. Correction: Kernel methods and their derivatives: Concept and perspectives for the earth system sciences. Plos One. 16: e0246775. PMID 33534865 DOI: 10.1371/journal.pone.0246775  0.76
2020 Johnson JE, Laparra V, Pérez-Suay A, Mahecha MD, Camps-Valls G. Kernel methods and their derivatives: Concept and perspectives for the earth system sciences. Plos One. 15: e0235885. PMID 33119617 DOI: 10.1371/journal.pone.0235885  0.76
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  0.76
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  0.36
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  0.76
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  0.76
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  0.76
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  0.76
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  0.76
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  0.92
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  0.76
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  0.76
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  0.76
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  0.76
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  0.76
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  0.76
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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.  1
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  1
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  1
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  1
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