Adaptive Motion Estimation and Video Vector Quantization Based on Spatiotemporal Non-linearities of Human Perception. - Jesus Malo; Francesc J. Ferri; Jesús V. Albert; José M Artigas (ICIAP (1), 1997)

Subjective image fidelity metric based on bit allocation of the human visual system in the DCT domain. - Jesus Malo; A. M. Pons; José M Artigas (Image Vis. Comput., 1997)

Variable-size block matching algorithm for motion estimation using a perceptual-based splitting criterion. - Francesc J. Ferri; Jesús Malo; Jesús V. Albert; J. Soret (ICPR, 1998)

Perceptually and Statistically Decorrelated Features for Image Representation: Application to Transform Coding. - Jesus Malo; Francesc J. Ferri; Rafael Fonolla Navarro; Roberto Valerio (ICPR, 2000)

Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation. - Jesus Malo; Rafael Fonolla Navarro; Irene Epifanio; Francesc J. Ferri; José M Artigas (SSPR/SPR, 2000)

The role of perceptual contrast non-linearities in image transform quantization. - Jesus Malo; Francesc J. Ferri; Jesús V. Albert; J. Soret; José M Artigas (Image Vis. Comput., 2000)

Perceptual feedback in multigrid motion estimation using an improved DCT quantization. - Jesus Malo; Jaime Gutierrez 004; Irene Epifanio; Francesc J. Ferri; José M Artigas (IEEE Trans. Image Process., 2001)

Video quality measures based on the standard spatial observer. - Andrew B. Watson; Jesus Malo (ICIP (3), 2002)

Perceptual regularization functionals for natural image restoration. - Jaime Gutierrez 004; Jesus Malo; Francesc J. Ferri (ICIP (2), 2003)

Linear transform for simultaneous diagonalization of covariance and perceptual metric matrix in image coding. - Irene Epifanio; Jaime Gutierrez 004; Jesus Malo (Pattern Recognit., 2003)

Perceptual adaptive insensitivity for support vector machine image coding. - Gabriel Gómez-Pérez; Gustavo Camps-Valls; Jaime Gutierrez 004; Jesús Malo (IEEE Trans. Neural Networks, 2005)

Regularization operators for natural images based on nonlinear perception models. - Jaime Gutierrez 004; Francesc J. Ferri; Jesus Malo (IEEE Trans. Image Process., 2006)

Nonlinear image representation for efficient perceptual coding. - Jesus Malo; Irene Epifanio; Rafael Fonolla Navarro; Eero P. Simoncelli (IEEE Trans. Image Process., 2006)

Increasing Parallelism for Workflows in the Grid. - Jonathan Martí; Jesus Malo; Toni Cortes (Euro-Par, 2007)

Recovering wavelet relations using SVM for image denoising. - Valero Laparra; Jaime Gutierrez 004; Gustavo Camps-Valls; Jesus Malo (ICIP, 2008)

Striping without Sacrifices: Maintaining POSIX Semantics in a Parallel File System. - Jan Stender; Björn Kolbeck; Felix Hupfeld; Eugenio Cesario; Erich Focht; Matthias Hess; Jesus Malo; Jonathan Martí (LASCO, 2008)

The XtreemFS architecture - a case for object-based file systems in Grids. - Felix Hupfeld; Toni Cortes; Björn Kolbeck; Jan Stender; Erich Focht; Matthias Hess; Jesus Malo; Jonathan Martí; Eugenio Cesario (Concurr. Comput. Pract. Exp., 2008)

On the Suitable Domain for SVM Training in Image Coding. - Gustavo Camps-Valls; Jaime Gutierrez 004; Gabriel Gómez-Pérez; Jesus Malo (J. Mach. Learn. Res., 2008)

PCA Gaussianization for image processing. - Valero Laparra; Gustavo Camps-Valls; Jesús Malo (ICIP, 2009)

Visual Cortex Performs a Sort of Non-linear ICA. - Jesus Malo; Valero Laparra (NOLISP, 2009)

FaTLease: scalable fault-tolerant lease negotiation with Paxos. - Felix Hupfeld; Björn Kolbeck; Jan Stender; Mikael Högqvist; Toni Cortes; Jonathan Martí; Jesus Malo (Clust. Comput., 2009)

Estimating biophysical variable dependences with kernels. - Gustavo Camps-Valls; Devis Tuia; Valero Laparra; Jesús Malo (IGARSS, 2010)

Image Denoising with Kernels Based on Natural Image Relations. - Valero Laparra; Jaime Gutierrez 004; Gustavo Camps-Valls; Jesús Malo (J. Mach. Learn. Res., 2010)

Psychophysically Tuned Divisive Normalization Approximately Factorizes the PDF of Natural Images. - Jesús Malo; Valero Laparra (Neural Comput., 2010)

Complex-Valued Independent Component Analysis of Natural Images. - Valero Laparra; Michael Gutmann; Jesús Malo; Aapo Hyvärinen (ICANN (2), 2011)

Principal polynomial analysis for remote sensing data processing. - Valero Laparra; Devis Tuia; Sandra Jiménez; Gustavo Camps-Valls; Jesus Malo (IGARSS, 2011)

Graph matching for efficient classifiers adaptation. - Devis Tuia; Jordi Muñoz-Marí; Jesus Malo (IGARSS, 2011)

Iterative Gaussianization: From ICA to Random Rotations. - Valero Laparra; Gustavo Camps-Valls; Jesus Malo (IEEE Trans. Neural Networks, 2011)

Remote Sensing Image Processing - Gustavo Camps-Valls; Devis Tuia; Luis Gómez-Chova; Sandra Jiménez; Jesús Malo (Morgan & Claypool Publishers, 2011)

Nonlinear data description with Principal Polynomial Analysis. - Valero Laparra; Devis Tuia; Sandra Jiménez; Gustavo Camps-Valls; Jesus Malo (MLSP, 2012)

Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis. - Valero Laparra; Sandra Jiménez; Gustavo Camps-Valls; Jesús Malo (Neural Comput., 2012)

Visual discrimination and adaptation using non-linear unsupervised learning. - Sandra Jiménez; Valero Laparra; Jesús Malo (Human Vision and Electronic Imaging, 2013)

Chromatic induction and contrast masking: similar models, different goals? - Sandra Jiménez; Xavier Otazu; Valero Laparra; Jesús Malo (Human Vision and Electronic Imaging, 2013)

Kernel Structural SIMIlarity on hyperspectral images. - Vicent Talens; Valero Laparra; Jesus Malo; Gustavo Camps-Valls (IGARSS, 2013)

Graph Matching for Adaptation in Remote Sensing. - Devis Tuia; Jordi Muñoz-Marí; Luis Gómez-Chova; Jesus Malo (IEEE Trans. Geosci. Remote. Sens., 2013)

Lossless coding of hyperspectral images with principal polynomial analysis. - Naoufal Amrani; Valero Laparra; Gustavo Camps-Valls; Joan Serra-Sagristà; Jesús Malo (ICIP, 2014)

Dimensionality reduction via regression on hyperspectral infrared sounding data. - Valero Laparra; Jesus Malo; Gustavo Camps-Valls (WHISPERS, 2014)

Principal Polynomial Analysis. - Valero Laparra; Sandra Jiménez; Devis Tuia; Gustau Camps-Valls; Jesús Malo (Int. J. Neural Syst., 2014)

The Role of Spatial Information in Disentangling the Irradiance-Reflectance-Transmittance Ambiguity. - Sandra Jiménez; Jesus Malo (IEEE Trans. Geosci. Remote. Sens., 2014)

Geometrical and statistical properties of vision models obtained via maximum differentiation. - Jesús Malo; Eero P. Simoncelli (Human Vision and Electronic Imaging, 2015)

Dimensionality Reduction via Regression in Hyperspectral Imagery. - Valero Laparra; Jesus Malo; Gustau Camps-Valls (IEEE J. Sel. Top. Signal Process., 2015)

Image Denoising with Kernels based on Natural Image Relations. - Valero Laparra; Juan Gutiérrez; Gustavo Camps-Valls; Jesús Malo (CoRR, 2016)

Sequential Principal Curves Analysis. - Valero Laparra; Jesús Malo (CoRR, 2016)

Regression Wavelet Analysis for Lossless Coding of Remote-Sensing Data. - Naoufal Amrani; Joan Serra-Sagristà; Valero Laparra; Michael W. Marcellin; Jesús Malo (IEEE Trans. Geosci. Remote. Sens., 2016)

Synthesizing Visual Illusions Using Generative Adversarial Networks. - Alexander Gómez-Villa; Adrián Martín; Javier Vazquez-Corral; Jesús Malo; Marcelo Bertalmío (CoRR, 2019)

Visual Illusions Also Deceive Convolutional Neural Networks: Analysis and Implications. - Alexander Gómez-Villa; Adrián Martín; Javier Vazquez-Corral; Marcelo Bertalmío; Jesus Malo (CoRR, 2019)

Canonical Retina-to-Cortex Vision Model Ready for Automatic Differentiation. - Qiang Li 046; Jesus Malo (BI, 2020)

Perceptnet: A Human Visual System Inspired Neural Network For Estimating Perceptual Distance. - Alexander Hepburn; Valero Laparra; Jesús Malo; Ryan McConville; Raúl Santos-Rodríguez (ICIP, 2020)

Information Theory Measures via Multidimensional Gaussianization. - Valero Laparra; Juan Emmanuel Johnson; Gustau Camps-Valls; Raúl Santos-Rodríguez; Jesus Malo (CoRR, 2020)

Information Theory in Density Destructors. - Juan Emmanuel Johnson; Valero Laparra; Gustau Camps-Valls; Raúl Santos-Rodríguez; Jesús Malo (CoRR, 2020)

Orthonormal Convolutions for the Rotation Based Iterative Gaussianization. - Valero Laparra; Alexander Hepburn; Juan Emmanuel Johnson; Jesús Malo (ICIP, 2022)

On the relation between statistical learning and perceptual distances. - Alexander Hepburn; Valero Laparra; Raúl Santos-Rodríguez; Johannes Ballé; Jesus Malo (ICLR, 2022)

Paraphrasing Magritte's Observation. - Jesus Malo (CoRR, 2022)

Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset. - Pablo Hernández-Cámara; Valero Laparra; Jesús Malo (CoRR, 2022)

Information Flow in Biological Networks for Color Vision. - Jesús Malo (Entropy, 2022)

Functional Connectome of the Human Brain with Total Correlation. - Qiang Li 046; Greg Ver Steeg; Shujian Yu; Jesus Malo (Entropy, 2022)

Analysis of Deep Image Quality Models. - Pablo Hernández-Cámara; Jorge Vila-Tomás; Valero Laparra; Jesús Malo (CoRR, 2023)

Disentangling the Link Between Image Statistics and Human Perception. - Alexander Hepburn; Valero Laparra; Raúl Santos-Rodríguez; Jesús Malo (CoRR, 2023)

What You Hear Is What You See: Audio Quality Metrics From Image Quality Metrics. - Tashi Namgyal; Alexander Hepburn; Raúl Santos-Rodríguez; Valero Laparra; Jesus Malo (CoRR, 2023)

Data is Overrated: Perceptual Metrics Can Lead Learning in the Absence of Training Data. - Tashi Namgyal; Alexander Hepburn; Raúl Santos-Rodríguez; Valero Laparra; Jesus Malo (CoRR, 2023)

Neural networks with divisive normalization for image segmentation. - Pablo Hernández-Cámara; Jorge Vila-Tomás; Valero Laparra; Jesús Malo (Pattern Recognit. Lett., 2023)

Image Segmentation via Divisive Normalization: dealing with environmental diversity. - Pablo Hernández-Cámara; Jorge Vila-Tomás; Paula Daudén-Oliver; Nuria Alabau-Bosque; Valero Laparra; Jesús Malo (CoRR, 2024)

Invariance of deep image quality metrics to affine transformations. - Nuria Alabau-Bosque; Paula Daudén-Oliver; Jorge Vila-Tomás; Valero Laparra; Jesús Malo (CoRR, 2024)

The Effect of Perceptual Metrics on Music Representation Learning for Genre Classification. - Tashi Namgyal; Alexander Hepburn; Raúl Santos-Rodríguez; Valero Laparra; Jesus Malo (CoRR, 2024)

Parametric Enhancement of PerceptNet: A Human-Inspired Approach for Image Quality Assessment. - Jorge Vila-Tomás; Pablo Hernández-Cámara; Valero Laparra; Jesús Malo (CoRR, 2024)

RAID-Database: human Responses to Affine Image Distortions. - Paula Daudén-Oliver; David Agost-Beltran; Emilio Sansano-Sansano; Valero Laparra; Jesús Malo; Marina Martínez-Garcia (CoRR, 2024)

Functional connectivity via total correlation: Analytical results in visual areas. - Qiang Li 046; Greg Ver Steeg; Jesus Malo (Neurocomputing, 2024)

Cortical Divisive Normalization from Wilson-Cowan Neural Dynamics. - Jesús Malo; Jose Juan Esteve Taboada; Marcelo Bertalmío (J. Nonlinear Sci., 2024)

The Art of Deception: Color Visual Illusions and Diffusion Models. - Alexandra Gomez-Villa; Kai Wang 060; C. Alejandro Párraga; Bartlomiej Twardowski; Jesus Malo; Javier Vazquez-Corral; Joost van de Weijer 001 (CVPR, 2025)

Why Divisive Normalization works in image segmentation? - Pablo Hernández-Cámara; Jorge Vila-Tomás; Paula Daudén-Oliver; Nuria Alabau-Bosque; Valero Laparra; Jesús Malo (Neurocomputing, 2025)

Dissecting the effectiveness of deep features as metric of perceptual image quality. - Pablo Hernández-Cámara; Jorge Vila-Tomás; Valero Laparra; Jesús Malo (Neural Networks, 2025)

Estimating Information Theoretic Measures via Multidimensional Gaussianization. - Valero Laparra; Juan Emmanuel Johnson; Gustau Camps-Valls; Raúl Santos-Rodríguez; Jesús Malo (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Evolution of Low-Level and Texture Human-CLIP Alignment. - Pablo Hernández-Cámara; José Manuel Jaén-Lorites; Jorge Vila-Tomás; Jesus Malo; Valero Laparra (CoRR, 2025)

Do Vision Transformers See Like Humans? Evaluating their Perceptual Alignment. - Pablo Hernández-Cámara; José Manuel Jaén-Lorites; Jorge Vila-Tomás; Valero Laparra; Jesus Malo (CoRR, 2025)

Contrast Sensitivity Function of Multimodal Vision-Language Models. - Pablo Hernández-Cámara; Alexandra Gomez-Villa; José Manuel Jaén-Lorites; Jorge Vila-Tomás; Jesus Malo; Valero Laparra (CoRR, 2025)

From Images to Perception: Emergence of Perceptual Properties by Reconstructing Images. - Pablo Hernández-Cámara; Jesus Malo; Valero Laparra (CoRR, 2025)