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 |
0.748 |
|
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 |
0.689 |
|
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 |
|
Show low-probability matches. |