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 |
|
Low-probability matches (unlikely to be authored by this person) |
2022 |
Jaen-Lorites JM, Perez-Pelegri M, Laparra V, Lopez-Lereu MP, Monmeneu JV, Maceira AM, Moratal D. Synthetic Generation of Cardiac MR Images Combining Convolutional Variational Autoencoders and Style Transfer. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2022: 2084-2087. PMID 36086174 DOI: 10.1109/EMBC48229.2022.9871135 |
0.27 |
|
2021 |
Mateo-Garcia G, Laparra V, Lopez-Puigdollers D, Gomez-Chova L. Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V Images for Cloud Detection Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 14: 747-761. DOI: 10.1109/JSTARS.2020.3031741 |
0.218 |
|
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 |
0.189 |
|
2020 |
Van Wittenberghe S, Laparra V, García-Plazaola JI, Fernández-Marín B, Porcar-Castell A, Moreno J. 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. 148351. PMID 33285101 DOI: 10.1016/j.bbabio.2020.148351 |
0.079 |
|
2020 |
Padron-Hidalgo JA, Perez-Suay A, Nar F, Laparra V, Camps-Valls G. Efficient Kernel Cook's Distance for Remote Sensing Anomalous Change Detection Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 13: 5480-5488. DOI: 10.1109/JSTARS.2020.3020913 |
0.078 |
|
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 |
0.061 |
|
Hide low-probability matches. |