Jesus Malo

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 10

Top Topics

Information Theory

Quality Metrics

Top Venues

IEEE J. Sel. Top. Signal Process.

IEEE Trans. Geosci. Remote. Sens.

Publications

Qiang Li, Greg Ver Steeg, Jesus Malo
Functional connectivity via total correlation: Analytical results in visual areas. Neurocomputing 571 (2024)
Tashi Namgyal, Alexander Hepburn, Raúl Santos-Rodríguez, Valero Laparra, Jesus Malo
What You Hear Is What You See: Audio Quality Metrics From Image Quality Metrics. CoRR (2023)
Tashi Namgyal, Alexander Hepburn, Raúl Santos-Rodríguez, Valero Laparra, Jesus Malo
Data is Overrated: Perceptual Metrics Can Lead Learning in the Absence of Training Data. CoRR (2023)
Jesus Malo
Paraphrasing Magritte's Observation. CoRR (2022)
Qiang Li, Greg Ver Steeg, Shujian Yu, Jesus Malo
Functional Connectome of the Human Brain with Total Correlation. Entropy 24 (12) (2022)
Alexander Hepburn, Valero Laparra, Raúl Santos-Rodríguez, Johannes Ballé, Jesus Malo
On the relation between statistical learning and perceptual distances. ICLR (2022)
Qiang Li, Jesus Malo
Canonical Retina-to-Cortex Vision Model Ready for Automatic Differentiation. BI (2020)
Valero Laparra, Juan Emmanuel Johnson, Gustau Camps-Valls, Raúl Santos-Rodríguez, Jesus Malo
Information Theory Measures via Multidimensional Gaussianization. CoRR (2020)
Alexander Gómez-Villa, Adrián Martín, Javier Vazquez-Corral, Marcelo Bertalmío, Jesus Malo
Visual Illusions Also Deceive Convolutional Neural Networks: Analysis and Implications. CoRR (2019)
Valero Laparra, Jesus Malo, Gustau Camps-Valls
Dimensionality Reduction via Regression in Hyperspectral Imagery. IEEE J. Sel. Top. Signal Process. 9 (6) (2015)
Sandra Jiménez, Jesus Malo
The Role of Spatial Information in Disentangling the Irradiance-Reflectance-Transmittance Ambiguity. IEEE Trans. Geosci. Remote. Sens. 52 (8) (2014)
Valero Laparra, Jesus Malo, Gustavo Camps-Valls
Dimensionality reduction via regression on hyperspectral infrared sounding data. WHISPERS (2014)
Devis Tuia, Jordi Muñoz-Marí, Luis Gómez-Chova, Jesus Malo
Graph Matching for Adaptation in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 51 (1) (2013)
Vicent Talens, Valero Laparra, Jesus Malo, Gustavo Camps-Valls
Kernel Structural SIMIlarity on hyperspectral images. IGARSS (2013)
Valero Laparra, Devis Tuia, Sandra Jiménez, Gustavo Camps-Valls, Jesus Malo
Nonlinear data description with Principal Polynomial Analysis. MLSP (2012)
Devis Tuia, Jordi Muñoz-Marí, Jesus Malo
Graph matching for efficient classifiers adaptation. IGARSS (2011)
Valero Laparra, Devis Tuia, Sandra Jiménez, Gustavo Camps-Valls, Jesus Malo
Principal polynomial analysis for remote sensing data processing. IGARSS (2011)
Valero Laparra, Gustavo Camps-Valls, Jesus Malo
Iterative Gaussianization: From ICA to Random Rotations. IEEE Trans. Neural Networks 22 (4) (2011)
Felix Hupfeld, Björn Kolbeck, Jan Stender, Mikael Högqvist, Toni Cortes, Jonathan Martí, Jesus Malo
FaTLease: scalable fault-tolerant lease negotiation with Paxos. Clust. Comput. 12 (2) (2009)
Jesus Malo, Valero Laparra
Visual Cortex Performs a Sort of Non-linear ICA. NOLISP (2009)
Felix Hupfeld, Toni Cortes, Björn Kolbeck, Jan Stender, Erich Focht, Matthias Hess, Jesus Malo, Jonathan Martí, Eugenio Cesario
The XtreemFS architecture - a case for object-based file systems in Grids. Concurr. Comput. Pract. Exp. 20 (17) (2008)
Jan Stender, Björn Kolbeck, Felix Hupfeld, Eugenio Cesario, Erich Focht, Matthias Hess, Jesus Malo, Jonathan Martí
Striping without Sacrifices: Maintaining POSIX Semantics in a Parallel File System. LASCO (2008)
Felix Hupfeld, Björn Kolbeck, Jan Stender, Mikael Högqvist, Toni Cortes, Jonathan Martí, Jesus Malo
FaTLease: scalable fault-tolerant lease negotiation with paxos. HPDC (2008)
Gustavo Camps-Valls, Jaime Gutierrez, Gabriel Gómez-Pérez, Jesus Malo
On the Suitable Domain for SVM Training in Image Coding. J. Mach. Learn. Res. 9 (2008)
Valero Laparra, Jaime Gutierrez, Gustavo Camps-Valls, Jesus Malo
Recovering wavelet relations using SVM for image denoising. ICIP (2008)
Jonathan Martí, Jesus Malo, Toni Cortes
Increasing Parallelism for Workflows in the Grid. Euro-Par (2007)
Jaime Gutierrez, Francesc J. Ferri, Jesus Malo
Regularization operators for natural images based on nonlinear perception models. IEEE Trans. Image Process. 15 (1) (2006)
Jesus Malo, Irene Epifanio, Rafael Fonolla Navarro, Eero P. Simoncelli
Nonlinear image representation for efficient perceptual coding. IEEE Trans. Image Process. 15 (1) (2006)
Irene Epifanio, Jaime Gutierrez, Jesus Malo
Linear transform for simultaneous diagonalization of covariance and perceptual metric matrix in image coding. Pattern Recognit. 36 (8) (2003)
Jaime Gutierrez, Jesus Malo, Francesc J. Ferri
Perceptual regularization functionals for natural image restoration. ICIP (2) (2003)
Andrew B. Watson, Jesus Malo
Video quality measures based on the standard spatial observer. ICIP (3) (2002)
Jesus Malo, Jaime Gutierrez, Irene Epifanio, Francesc J. Ferri, José M Artigas
Perceptual feedback in multigrid motion estimation using an improved DCT quantization. IEEE Trans. Image Process. 10 (10) (2001)
Jesus Malo, Francesc J. Ferri, Rafael Fonolla Navarro, Roberto Valerio
Perceptually and Statistically Decorrelated Features for Image Representation: Application to Transform Coding. ICPR (2000)
Jesus Malo, Francesc J. Ferri, Jesús V. Albert, J. Soret, José M Artigas
The role of perceptual contrast non-linearities in image transform quantization. Image Vis. Comput. 18 (3) (2000)
Jesus Malo, Rafael Fonolla Navarro, Irene Epifanio, Francesc J. Ferri, José M Artigas
Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation. SSPR/SPR (2000)
Jesus Malo, Francesc J. Ferri, Jesús V. Albert, José M Artigas
Adaptive Motion Estimation and Video Vector Quantization Based on Spatiotemporal Non-linearities of Human Perception. ICIAP (1) (1997)
Jesus Malo, A. M. Pons, José M Artigas
Subjective image fidelity metric based on bit allocation of the human visual system in the DCT domain. Image Vis. Comput. 15 (7) (1997)