Jesús Malo

According to our database, Jesús Malo authored at least 66 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Cortical Divisive Normalization from Wilson-Cowan Neural Dynamics.

Jesús Malo, Jose Juan Esteve Taboada, Marcelo Bertalmío

J. Nonlinear Sci., April, 2024

Functional connectivity via total correlation: Analytical results in visual areas.

Qiang Li, Greg Ver Steeg, Jesus Malo

Neurocomputing, February, 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

Invariance of deep image quality metrics to affine transformations.

Nuria Alabau-Bosque, Paula Daudén-Oliver, Jorge Vila-Tomás, Valero Laparra, Jesús Malo

CoRR, 2024

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

2023

Neural networks with divisive normalization for image segmentation.

Pablo Hernández-Cámara, Jorge Vila-Tomás, Valero Laparra, Jesús Malo

Pattern Recognit. Lett., September, 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

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

Disentangling the Link Between Image Statistics and Human Perception.

Alexander Hepburn, Valero Laparra, Raúl Santos-Rodríguez, Jesús Malo

CoRR, 2023

Analysis of Deep Image Quality Models.

Pablo Hernández-Cámara, Jorge Vila-Tomás, Valero Laparra, Jesús Malo

CoRR, 2023

2022

Functional Connectome of the Human Brain with Total Correlation.

Qiang Li, Greg Ver Steeg, Shujian Yu, Jesus Malo

Entropy, December, 2022

Information Flow in Biological Networks for Color Vision.

Jesús Malo

Entropy, 2022

Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset.

Pablo Hernández-Cámara, Valero Laparra, Jesús Malo

CoRR, 2022

Paraphrasing Magritte's Observation.

Jesus Malo

CoRR, 2022

On the relation between statistical learning and perceptual distances.

Alexander Hepburn, Valero Laparra, Raúl Santos-Rodríguez, Johannes Ballé, Jesus Malo

Proceedings of the Tenth International Conference on Learning Representations, 2022

Orthonormal Convolutions for the Rotation Based Iterative Gaussianization.

Valero Laparra, Alexander Hepburn, Juan Emmanuel Johnson, Jesús Malo

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2020

Information Theory in Density Destructors.

Juan Emmanuel Johnson, Valero Laparra, Gustau Camps-Valls, Raúl Santos-Rodríguez, Jesús Malo

CoRR, 2020

Information Theory Measures via Multidimensional Gaussianization.

Valero Laparra, Juan Emmanuel Johnson, Gustau Camps-Valls, Raúl Santos-Rodríguez, Jesus Malo

CoRR, 2020

Perceptnet: A Human Visual System Inspired Neural Network For Estimating Perceptual Distance.

Alexander Hepburn, Valero Laparra, Jesús Malo, Ryan McConville, Raúl Santos-Rodríguez

Proceedings of the IEEE International Conference on Image Processing, 2020

Canonical Retina-to-Cortex Vision Model Ready for Automatic Differentiation.

Qiang Li, Jesus Malo

Proceedings of the Brain Informatics - 13th International Conference, 2020

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

Synthesizing Visual Illusions Using Generative Adversarial Networks.

Alexander Gómez-Villa, Adrián Martín, Javier Vazquez-Corral, Jesús Malo, Marcelo Bertalmío

CoRR, 2019

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

Sequential Principal Curves Analysis.

Valero Laparra, Jesús Malo

CoRR, 2016

Image Denoising with Kernels based on Natural Image Relations.

Valero Laparra, Juan Gutiérrez, Gustavo Camps-Valls, Jesús Malo

CoRR, 2016

2015

Dimensionality Reduction via Regression in Hyperspectral Imagery.

Valero Laparra, Jesus Malo, Gustau Camps-Valls

IEEE J. Sel. Top. Signal Process., 2015

Geometrical and statistical properties of vision models obtained via maximum differentiation.

Jesús Malo, Eero P. Simoncelli

Proceedings of the Human Vision and Electronic Imaging XX, 2015

2014

The Role of Spatial Information in Disentangling the Irradiance-Reflectance-Transmittance Ambiguity.

Sandra Jiménez, Jesus Malo

IEEE Trans. Geosci. Remote. Sens., 2014

Principal Polynomial Analysis.

Valero Laparra, Sandra Jiménez, Devis Tuia, Gustau Camps-Valls, Jesús Malo

Int. J. Neural Syst., 2014

Dimensionality reduction via regression on hyperspectral infrared sounding data.

Valero Laparra, Jesus Malo, Gustavo Camps-Valls

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Lossless coding of hyperspectral images with principal polynomial analysis.

Naoufal Amrani, Valero Laparra, Gustavo Camps-Valls, Joan Serra-Sagristà, Jesús Malo

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Graph Matching for Adaptation in Remote Sensing.

Devis Tuia, Jordi Muñoz-Marí, Luis Gómez-Chova, Jesus Malo

IEEE Trans. Geosci. Remote. Sens., 2013

Kernel Structural SIMIlarity on hyperspectral images.

Vicent Talens, Valero Laparra, Jesus Malo, Gustavo Camps-Valls

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Chromatic induction and contrast masking: similar models, different goals?

Sandra Jiménez, Xavier Otazu, Valero Laparra, Jesús Malo

Proceedings of the Human Vision and Electronic Imaging XVIII, 2013

Visual discrimination and adaptation using non-linear unsupervised learning.

Sandra Jiménez, Valero Laparra, Jesús Malo

Proceedings of the Human Vision and Electronic Imaging XVIII, 2013

2012

Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis.

Valero Laparra, Sandra Jiménez, Gustavo Camps-Valls, Jesús Malo

Neural Comput., 2012

Nonlinear data description with Principal Polynomial Analysis.

Valero Laparra, Devis Tuia, Sandra Jiménez, Gustavo Camps-Valls, Jesus Malo

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

2011

Remote Sensing Image Processing

Gustavo Camps-Valls, Devis Tuia, Luis Gómez-Chova, Sandra Jiménez, Jesús Malo

Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02247-0, 2011

Iterative Gaussianization: From ICA to Random Rotations.

Valero Laparra, Gustavo Camps-Valls, Jesus Malo

IEEE Trans. Neural Networks, 2011

Graph matching for efficient classifiers adaptation.

Devis Tuia, Jordi Muñoz-Marí, Jesus Malo

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Principal polynomial analysis for remote sensing data processing.

Valero Laparra, Devis Tuia, Sandra Jiménez, Gustavo Camps-Valls, Jesus Malo

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Complex-Valued Independent Component Analysis of Natural Images.

Valero Laparra, Michael Gutmann, Jesús Malo, Aapo Hyvärinen

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

Psychophysically Tuned Divisive Normalization Approximately Factorizes the PDF of Natural Images.

Jesús Malo, Valero Laparra

Neural Comput., 2010

Image Denoising with Kernels Based on Natural Image Relations.

Valero Laparra, Jaime Gutierrez, Gustavo Camps-Valls, Jesús Malo

J. Mach. Learn. Res., 2010

Estimating biophysical variable dependences with kernels.

Gustavo Camps-Valls, Devis Tuia, Valero Laparra, Jesús Malo

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

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

Visual Cortex Performs a Sort of Non-linear ICA.

Jesus Malo, Valero Laparra

Proceedings of the Advances in Nonlinear Speech Processing, 2009

PCA Gaussianization for image processing.

Valero Laparra, Gustavo Camps-Valls, Jesús Malo

Proceedings of the International Conference on Image Processing, 2009

2008

On the Suitable Domain for SVM Training in Image Coding.

Gustavo Camps-Valls, Jaime Gutierrez, Gabriel Gómez-Pérez, Jesus Malo

J. Mach. Learn. Res., 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

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

Proceedings of the First USENIX Workshop on Large-Scale Computing, 2008

Recovering wavelet relations using SVM for image denoising.

Valero Laparra, Jaime Gutierrez, Gustavo Camps-Valls, Jesus Malo

Proceedings of the International Conference on Image Processing, 2008

2007

Increasing Parallelism for Workflows in the Grid.

Jonathan Martí, Jesus Malo, Toni Cortes

Proceedings of the Euro-Par 2007, 2007

2006

Nonlinear image representation for efficient perceptual coding.

Jesus Malo, Irene Epifanio, Rafael Fonolla Navarro, Eero P. Simoncelli

IEEE Trans. Image Process., 2006

Regularization operators for natural images based on nonlinear perception models.

Jaime Gutierrez, Francesc J. Ferri, Jesus Malo

IEEE Trans. Image Process., 2006

2005

Perceptual adaptive insensitivity for support vector machine image coding.

Gabriel Gómez-Pérez, Gustavo Camps-Valls, Jaime Gutierrez, Jesús Malo

IEEE Trans. Neural Networks, 2005

2003

Linear transform for simultaneous diagonalization of covariance and perceptual metric matrix in image coding.

Irene Epifanio, Jaime Gutierrez, Jesus Malo

Pattern Recognit., 2003

Perceptual regularization functionals for natural image restoration.

Jaime Gutierrez, Jesus Malo, Francesc J. Ferri

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

Video quality measures based on the standard spatial observer.

Andrew B. Watson, Jesus Malo

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

Perceptual feedback in multigrid motion estimation using an improved DCT quantization.

Jesus Malo, Jaime Gutierrez, Irene Epifanio, Francesc J. Ferri, José M Artigas

IEEE Trans. Image Process., 2001

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

Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation.

Jesus Malo, Rafael Fonolla Navarro, Irene Epifanio, Francesc J. Ferri, José M Artigas

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Perceptually and Statistically Decorrelated Features for Image Representation: Application to Transform Coding.

Jesus Malo, Francesc J. Ferri, Rafael Fonolla Navarro, Roberto Valerio

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1998

Variable-size block matching algorithm for motion estimation using a perceptual-based splitting criterion.

Francesc J. Ferri, Jesús Malo, Jesús V. Albert, J. Soret

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

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

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

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997