| Year |
Citation |
Score |
| 2025 |
Hernández-Cámara P, Vila-Tomás J, Laparra V, Malo J. Dissecting the effectiveness of deep features as metric of perceptual image quality. Neural Networks : the Official Journal of the International Neural Network Society. 185: 107189. PMID 39874824 DOI: 10.1016/j.neunet.2025.107189 |
0.777 |
|
| 2024 |
Laparra V, Johnson JE, Camps-Valls G, Santos-Rodriguez R, Malo J. Estimating Information Theoretic Measures via Multidimensional Gaussianization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 39527441 DOI: 10.1109/TPAMI.2024.3495827 |
0.769 |
|
| 2024 |
Hernández-Cámara P, Daudén-Oliver P, Laparra V, Malo J. Alignment of color discrimination in humans and image segmentation networks. Frontiers in Psychology. 15: 1415958. PMID 39507086 DOI: 10.3389/fpsyg.2024.1415958 |
0.795 |
|
| 2023 |
Hepburn A, Laparra V, Santos-Rodriguez R, Malo J. Disentangling the Link Between Image Statistics and Human Perception. Arxiv. PMID 36994156 |
0.812 |
|
| 2020 |
Gomez-Villa A, Martín A, Vazquez-Corral J, Bertalmío M, Malo J. Color illusions also deceive CNNs for low-level vision tasks: Analysis and implications. Vision Research. 176: 156-174. PMID 32896717 DOI: 10.1016/J.Visres.2020.07.010 |
0.362 |
|
| 2020 |
Gomez Villa A, Bertalmío M, Malo J. Visual Information flow in Wilson-Cowan networks. Journal of Neurophysiology. PMID 32159407 DOI: 10.1152/Jn.00487.2019 |
0.401 |
|
| 2019 |
Martinez-Garcia M, Bertalmío M, Malo J. In Praise of Artifice Reloaded: Caution With Natural Image Databases in Modeling Vision. Frontiers in Neuroscience. 13: 8. PMID 30894796 DOI: 10.3389/Fnins.2019.00008 |
0.455 |
|
| 2018 |
Martinez-Garcia M, Cyriac P, Batard T, Bertalmío M, Malo J. Derivatives and inverse of cascaded linear+nonlinear neural models. Plos One. 13: e0201326. PMID 30321175 DOI: 10.1371/Journal.Pone.0201326 |
0.349 |
|
| 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 |
0.793 |
|
| 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 |
0.798 |
|
| 2015 |
Malo J, Simoncelliy EP. Geometrical and statistical properties of vision models obtained via MAximum Differentiation Proceedings of Spie - the International Society For Optical Engineering. 9394. DOI: 10.1117/12.2085653 |
0.474 |
|
| 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 |
0.816 |
|
| 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 |
0.787 |
|
| 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 |
0.806 |
|
| 2014 |
Jimenez S, Malo J. The role of spatial information in disentangling the irradiance- reflectance-transmittance ambiguity Ieee Transactions On Geoscience and Remote Sensing. 52: 4881-4894. DOI: 10.1109/TGRS.2013.2285731 |
0.346 |
|
| 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 |
0.793 |
|
| 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 |
0.789 |
|
| 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 |
0.792 |
|
| 2013 |
Tuia D, Munoz-Marí J, Gómez-Chova L, Malo J. Graph matching for adaptation in remote sensing Ieee Transactions On Geoscience and Remote Sensing. 51: 329-341. DOI: 10.1109/TGRS.2012.2200045 |
0.383 |
|
| 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 |
0.791 |
|
| 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 |
0.797 |
|
| 2012 |
Gutierrez J, Camps-Valls G, Luque M, Malo J. A Color Contrast Definition for Perceptually Based Color Image Coding Recent Patents On Signal Processing. 2: 33-55. DOI: 10.2174/1877612411202010033 |
0.421 |
|
| 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 |
0.755 |
|
| 2012 |
Camps-Valls G, Tuia D, Gómez-Chova L, Jiménez S, Malo J. Remote sensing image processing Synthesis Lectures On Image, Video, and Multimedia Processing. 12: 1-194. |
0.321 |
|
| 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 |
0.784 |
|
| 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 |
0.754 |
|
| 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 |
0.782 |
|
| 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 |
0.814 |
|
| 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 |
0.791 |
|
| 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 |
0.801 |
|
| 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 |
0.745 |
|
| 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 |
0.746 |
|
| 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. |
0.802 |
|
| 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 |
0.795 |
|
| 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 |
0.796 |
|
| 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 |
0.801 |
|
| 2006 |
Malo J, Gutiérrez J. V1 non-linear properties emerge from local-to-global non-linear ICA. Network (Bristol, England). 17: 85-102. PMID 16613796 DOI: 10.1080/09548980500439602 |
0.386 |
|
| 2006 |
Gutiérrez J, Ferri FJ, Malo J. Regularization operators for natural images based on nonlinear perception models. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 189-200. PMID 16435549 DOI: 10.1109/TIP.2005.860345 |
0.495 |
|
| 2006 |
Malo J, Epifanio I, Navarro R, Simoncelli EP. Nonlinear image representation for efficient perceptual coding. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 68-80. PMID 16435537 DOI: 10.1109/TIP.2005.860325 |
0.748 |
|
| 2006 |
Gutiérrez J, Gómez-Perez G, Malo J, Camps-Valls G. Perceptual image representations for support vector machine image coding Kernel Methods in Bioengineering, Signal and Image Processing. 303-324. DOI: 10.4018/978-1-59904-042-4.ch013 |
0.328 |
|
| 2005 |
Gómez-Pérez G, Camps-Valls G, Gutiérrez J, Malo J. Perceptual adaptive insensitivity for support vector machine image coding. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 16: 1574-81. PMID 16342497 DOI: 10.1109/TNN.2005.857954 |
0.452 |
|
| 2004 |
Capilla P, Díez-Ajenjo MA, Luque MJ, Malo J. Corresponding-pair procedure: a new approach to simulation of dichromatic color perception. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 21: 176-86. PMID 14763760 DOI: 10.1364/JOSAA.21.000176 |
0.315 |
|
| 2003 |
Epifanio I, Gutiérrez J, Malo J. Linear transform for simultaneous diagonalization of covariance and perceptual metric matrix in image coding Pattern Recognition. 36: 1799-1811. DOI: 10.1016/S0031-3203(02)00325-4 |
0.458 |
|
| 2003 |
Gutiérrez J, Malo J, Ferri F. Perceptual regularization functionals for natural image restoration Ieee International Conference On Image Processing. 2: 989-992. |
0.329 |
|
| 2002 |
Watson AB, Malo J. Video quality measures based on the standard spatial observer Ieee International Conference On Image Processing. 3: III/41-III/44. |
0.568 |
|
| 2001 |
Malo J, Gutierrez J, Epifanio I, Ferri FJ, Artigas JM. Perceptual feedback in multigrid motion estimation using an improved DCT quantization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 10: 1411-27. PMID 18255486 DOI: 10.1109/83.951528 |
0.312 |
|
| 2000 |
Malo J, Ferri F, Albert J, Soret J, Artigas JM. Role of perceptual contrast non-linearities in image transform quantization Image and Vision Computing. 18: 233-246. DOI: 10.1016/S0262-8856(99)00010-4 |
0.429 |
|
| 2000 |
Malo J, Navarro R, Epifanio I, Ferri F, Artigas JM. Non-linear invertible representation for joint statistical and perceptual feature decorrelation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1876: 658-667. DOI: 10.1007/3-540-44522-6_68 |
0.458 |
|
| 2000 |
Malo J, Ferri F, Navarro R, Valerio R. Perceptually and statistically decorrelated features for image representation: Application to transform coding Proceedings - International Conference On Pattern Recognition. 15: 238-241. |
0.327 |
|
| 1999 |
Malo J, Ferri FJ, Albert J, Soret J. Comparison of perceptually uniform quantization with average error minimization in image transform coding Electronics Letters. 35: 1067-1068. DOI: 10.1049/el:19990715 |
0.399 |
|
| 1999 |
Pons AM, Malo J, Artigas JM, Capilla P. Image quality metric based on multidimensional contrast perception models Displays. 20: 93-110. DOI: 10.1016/S0141-9382(99)00009-8 |
0.434 |
|
| 1997 |
Malo J, Pons AM, Felipe A, Artigas JM. Characterization of the human visual system threshold performance by a weighting function in the Gabor domain Journal of Modern Optics. 44: 127-148. DOI: 10.1080/09500349708232904 |
0.311 |
|
| 1997 |
Malo J, Pons AM, Artigas JM. Subjective image fidelity metric based on bit allocation of the human visual system in the DCT domain Image and Vision Computing. 15: 535-548. DOI: 10.1016/S0262-8856(96)00004-2 |
0.4 |
|
| 1996 |
Martínez-Verdú FM, Arnau V, Malo J, Felipe A, Artigas JM. A new chromatic encoding for machine vision invariant to the change of illuminant Journal of Optics - Nouvelle Revue D'Optique. 27: 171-181. DOI: 10.1088/0150-536X/27/4/003 |
0.339 |
|
| 1995 |
Buades MJ, Artigas JM, Felipe A, Malo J. A statistical explanation of the effect of luminance on photopic visual acuity of speckled images Journal of Optics. 26: 175-176. DOI: 10.1088/0150-536X/26/4/004 |
0.382 |
|
| 1995 |
Malo J, Pons AM, Artigas JM. Bit allocation algorithm for codebook design in vector quantisation fully based on human visual system nonlinearities for suprathreshold contrasts Electronics Letters. 31: 1222-1224. DOI: 10.1049/el:19950863 |
0.373 |
|
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