Jesús Malo

42 papers B 5C 1Journal 31Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Contrast sensitivity in multimodal large language models: A psychophysics-inspired evaluation.
Neural Networks
Pablo Hernández-Cámara, Alexandra Gomez-Villa, José Manuel Jaén-Lorites, Jorge Vila-Tomás, Valero Laparra, Jesús Malo
2025 J jnl
A Turing Test for artificial nets devoted to vision.
Frontiers Artif. Intell.
Jorge Vila-Tomás, Pablo Hernández-Cámara, Qiang Li, Valero Laparra, Jesús Malo
2025 J jnl
Dissecting the effectiveness of deep features as metric of perceptual image quality.
Neural Networks
Pablo Hernández-Cámara, Jorge Vila-Tomás, Valero Laparra, Jesús Malo
2025 J jnl
Estimating Information Theoretic Measures via Multidimensional Gaussianization.
IEEE Trans. Pattern Anal. Mach. Intell.
Valero Laparra, Juan Emmanuel Johnson, Gustau Camps-Valls, Raúl Santos-Rodríguez, Jesús Malo
2025 J jnl
Hues and Cues: Human vs. CLIP.
CoRR
Nuria Alabau-Bosque, Jorge Vila-Tomás, Paula Daudén-Oliver, Pablo Hernández-Cámara, José Manuel Jaén-Lorites, Valero Laparra, Jesús Malo
2025 J jnl
Why Divisive Normalization works in image segmentation?
Neurocomputing
Pablo Hernández-Cámara, Jorge Vila-Tomás, Paula Daudén-Oliver, Nuria Alabau-Bosque, Valero Laparra, Jesús Malo
2024 J jnl
Cortical Divisive Normalization from Wilson-Cowan Neural Dynamics.
J. Nonlinear Sci.
Jesús Malo, Jose Juan Esteve Taboada, Marcelo Bertalmío
2024 J jnl
Image Segmentation via Divisive Normalization: dealing with environmental diversity.
CoRR
Pablo Hernández-Cámara, Jorge Vila-Tomás, Paula Daudén-Oliver, Nuria Alabau-Bosque, Valero Laparra, Jesús Malo
2024 J jnl
Invariance of deep image quality metrics to affine transformations.
CoRR
Nuria Alabau-Bosque, Paula Daudén-Oliver, Jorge Vila-Tomás, Valero Laparra, Jesús Malo
2024 J jnl
Parametric Enhancement of PerceptNet: A Human-Inspired Approach for Image Quality Assessment.
CoRR
Jorge Vila-Tomás, Pablo Hernández-Cámara, Valero Laparra, Jesús Malo
2024 J jnl
RAID-Database: human Responses to Affine Image Distortions.
CoRR
Paula Daudén-Oliver, David Agost-Beltran, Emilio Sansano-Sansano, Valero Laparra, Jesús Malo, Marina Martínez-García
2023 J jnl
Analysis of Deep Image Quality Models.
CoRR
Pablo Hernández-Cámara, Jorge Vila-Tomás, Valero Laparra, Jesús Malo
2023 J jnl
Disentangling the Link Between Image Statistics and Human Perception.
CoRR
Alexander Hepburn, Valero Laparra, Raúl Santos-Rodríguez, Jesús Malo
2023 J jnl
Neural networks with divisive normalization for image segmentation.
Pattern Recognit. Lett.
Pablo Hernández-Cámara, Jorge Vila-Tomás, Valero Laparra, Jesús Malo
2022 J jnl
Information Flow in Biological Networks for Color Vision.
Entropy
Jesús Malo
2022 J jnl
Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset.
CoRR
Pablo Hernández-Cámara, Valero Laparra, Jesús Malo
2022 B conf
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization.
ICIP
Valero Laparra, Alexander Hepburn, Juan Emmanuel Johnson, Jesús Malo
2022 J jnl
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization.
CoRR
Valero Laparra, Alexander Hepburn, Juan Emmanuel Johnson, Jesús Malo
2021 J jnl
On the relation between statistical learning and perceptual distances.
CoRR
Alexander Hepburn, Valero Laparra, Raúl Santos-Rodríguez, Johannes Ballé, Jesús Malo
2020 J jnl
Information Theory in Density Destructors.
CoRR
Juan Emmanuel Johnson, Valero Laparra, Gustau Camps-Valls, Raúl Santos-Rodríguez, Jesús Malo
2020 B conf
Perceptnet: A Human Visual System Inspired Neural Network For Estimating Perceptual Distance.
ICIP
Alexander Hepburn, Valero Laparra, Jesús Malo, Ryan McConville, Raúl Santos-Rodríguez
2019 J jnl
PerceptNet: A Human Visual System Inspired Neural Network for Estimating Perceptual Distance.
CoRR
Alexander Hepburn, Valero Laparra, Jesús Malo, Ryan McConville, Raúl Santos-Rodríguez
2019 J jnl
Synthesizing Visual Illusions Using Generative Adversarial Networks.
CoRR
Alexander Gómez-Villa, Adrián Martín, Javier Vazquez-Corral, Jesús Malo, Marcelo Bertalmío
2016 J jnl
Dimensionality Reduction via Regression in Hyperspectral Imagery.
CoRR
Valero Laparra, Jesús Malo, Gustau Camps-Valls
2016 J jnl
Image Denoising with Kernels based on Natural Image Relations.
CoRR
Valero Laparra, Juan Gutiérrez, Gustavo Camps-Valls, Jesús Malo
2016 J jnl
Regression Wavelet Analysis for Lossless Coding of Remote-Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Naoufal Amrani, Joan Serra-Sagristà, Valero Laparra, Michael W. Marcellin, Jesús Malo
2016 J jnl
Sequential Principal Curves Analysis.
CoRR
Valero Laparra, Jesús Malo
2015 — conf
Geometrical and statistical properties of vision models obtained via maximum differentiation.
Human Vision and Electronic Imaging
Jesús Malo, Eero P. Simoncelli
2014 B conf
Lossless coding of hyperspectral images with principal polynomial analysis.
ICIP
Naoufal Amrani, Valero Laparra, Gustavo Camps-Valls, Joan Serra-Sagristà, Jesús Malo
2014 J jnl
Principal Polynomial Analysis.
Int. J. Neural Syst.
Valero Laparra, Sandra Jiménez, Devis Tuia, Gustau Camps-Valls, Jesús Malo
2013 — conf
Chromatic induction and contrast masking: similar models, different goals?
Human Vision and Electronic Imaging
Sandra Jiménez, Xavier Otazu, Valero Laparra, Jesús Malo
2013 J jnl
On the Suitable Domain for SVM Training in Image Coding.
CoRR
Gustavo Camps-Valls, Jaime Gutierrez, Gabriel Gómez-Pérez, Jesús Malo
2013 — conf
Visual discrimination and adaptation using non-linear unsupervised learning.
Human Vision and Electronic Imaging
Sandra Jiménez, Valero Laparra, Jesús Malo
2012 J jnl
Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis.
Neural Comput.
Valero Laparra, Sandra Jiménez, Gustavo Camps-Valls, Jesús Malo
2011 — conf
Complex-Valued Independent Component Analysis of Natural Images.
ICANN (2)
Valero Laparra, Michael Gutmann, Jesús Malo, Aapo Hyvärinen
2011 — book
Remote Sensing Image Processing
Gustavo Camps-Valls, Devis Tuia, Luis Gómez-Chova, Sandra Jiménez, Jesús Malo
2010 C conf
Estimating biophysical variable dependences with kernels.
IGARSS
Gustavo Camps-Valls, Devis Tuia, Valero Laparra, Jesús Malo
2010 J jnl
Image Denoising with Kernels Based on Natural Image Relations.
J. Mach. Learn. Res.
Valero Laparra, Jaime Gutierrez, Gustavo Camps-Valls, Jesús Malo
2010 J jnl
Psychophysically Tuned Divisive Normalization Approximately Factorizes the PDF of Natural Images.
Neural Comput.
Jesús Malo, Valero Laparra
2009 B conf
PCA Gaussianization for image processing.
ICIP
Valero Laparra, Gustavo Camps-Valls, Jesús Malo
2005 J jnl
Perceptual adaptive insensitivity for support vector machine image coding.
IEEE Trans. Neural Networks
Gabriel Gómez-Pérez, Gustavo Camps-Valls, Jaime Gutierrez, Jesús Malo
1998 B conf
Variable-size block matching algorithm for motion estimation using a perceptual-based splitting criterion.
ICPR
Francesc J. Ferri, Jesús Malo, Jesús V. Albert, J. Soret