Jesus Malo

Devis Tuia, Jordi Muñoz-Marí, Luis Gómez-Chova, Jesus Malo: Graph Matching for Adaptation in Remote Sensing. IEEE T. Geoscience and Remote Sensing 51(1): 329-341 (2013)

Valero Laparra, Sandra Jiménez, Gustavo Camps-Valls, Jesús Malo: Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis. Neural Computation 24(10): 2751-2788 (2012)

Gustavo Camps-Valls, Devis Tuia, Luis Gómez-Chova, Sandra Jiménez, Jesús Malo: Remote Sensing Image Processing. Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers 2011

Valero Laparra, Gustavo Camps-Valls, Jesus Malo: Iterative Gaussianization: From ICA to Random Rotations. IEEE Transactions on Neural Networks 22(4): 537-549 (2011)

Valero Laparra, Michael Gutmann, Jesús Malo, Aapo Hyvärinen: Complex-Valued Independent Component Analysis of Natural Images. ICANN (2) 2011: 213-220

Devis Tuia, Jordi Muñoz-Marí, Jesus Malo: Graph matching for efficient classifiers adaptation. IGARSS 2011: 3712-3715

Valero Laparra, Devis Tuia, S. Jimenez, Gustavo Camps-Valls, Jesus Malo: Principal polynomial analysis for remote sensing data processing. IGARSS 2011: 4180-4183

Valero Laparra, Juan Gutierrez, Gustavo Camps-Valls, Jesús Malo: Image Denoising with Kernels Based on Natural Image Relations. Journal of Machine Learning Research 11: 873-903 (2010)

Jesús Malo, Valero Laparra: Psychophysically Tuned Divisive Normalization Approximately Factorizes the PDF of Natural Images. Neural Computation 22(12): 3179-3206 (2010)

Gustavo Camps-Valls, Devis Tuia, Valero Laparra, Jesús Malo: Estimating biophysical variable dependences with kernels. IGARSS 2010: 828-831

Felix Hupfeld, Björn Kolbeck, Jan Stender, Mikael Högqvist, Toni Cortes, Jonathan Martí, Jesus Malo: FaTLease: scalable fault-tolerant lease negotiation with Paxos. Cluster Computing 12(2): 175-188 (2009)

Valero Laparra, Gustavo Camps-Valls, Jesús Malo: PCA Gaussianization for image processing. ICIP 2009: 3985-3988

Jesus Malo, Valero Laparra: Visual Cortex Performs a Sort of Non-linear ICA. NOLISP 2009: 17-25

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. Concurrency and Computation: Practice and Experience 20(17): 2049-2060 (2008)

Gustavo Camps-Valls, Juan Gutierrez, Gabriel Gómez-Pérez, Jesus Malo: On the Suitable Domain for SVM Training in Image Coding. Journal of Machine Learning Research 9: 49-66 (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: 1-10

Valero Laparra, Juan Gutierrez, Gustavo Camps-Valls, Jesus Malo: Recovering wavelet relations using SVM for image denoising. ICIP 2008: 541-544

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

Jonathan Martí, Jesus Malo, Toni Cortes: Increasing Parallelism for Workflows in the Grid. Euro-Par 2007: 415-424

Jesus Malo, Irene Epifanio, Rafael Navarro, Eero P. Simoncelli: Nonlinear image representation for efficient perceptual coding. IEEE Transactions on Image Processing 15(1): 68-80 (2006)

Juan Gutierrez, Francesc J. Ferri, Jesus Malo: Regularization operators for natural images based on nonlinear perception models. IEEE Transactions on Image Processing 15(1): 189-200 (2006)

Gabriel Gómez-Pérez, Gustavo Camps-Valls, Juan Gutierrez, Jesús Malo: Perceptual adaptive insensitivity for support vector machine image coding. IEEE Transactions on Neural Networks 16(6): 1574-1581 (2005)

Irene Epifanio, Jaime Gutierrez, Jesus Malo: Linear transform for simultaneous diagonalization of covariance and perceptual metric matrix in image coding. Pattern Recognition 36(8): 1799-1811 (2003)

Juan Gutierrez, Jesus Malo, Francesc J. Ferri: Perceptual regularization functionals for natural image restoration. ICIP (2) 2003: 989-992

Andrew B. Watson, Jesus Malo: Video quality measures based on the standard spatial observer. ICIP (3) 2002: 41-44

Jesus Malo, Jaime Gutierrez, Irene Epifanio, Francesc J. Ferri, J. M. Artigas: Perceptual feedback in multigrid motion estimation using an improved DCT quantization. IEEE Transactions on Image Processing 10(10): 1411-1427 (2001)

Jesus Malo, Francesc J. Ferri, Jesús V. Albert, J. Soret, J. M. Artigas: The role of perceptual contrast non-linearities in image transform quantization. Image Vision Comput. 18(3): 233-246 (2000)

Jesus Malo, Francesc J. Ferri, Rafael Navarro, Roberto Valerio: Perceptually and Statistically Decorrelated Features for Image Representation: Application to Transform Coding. ICPR 2000: 3242-3245

Jesus Malo, Rafael Navarro, Irene Epifanio, Francesc J. Ferri, J. M. Artigas: Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation. SSPR/SPR 2000: 658-667

Jesus Malo, A. M. Pons, J. M. Artigas: Subjective image fidelity metric based on bit allocation of the human visual system in the DCT domain. Image Vision Comput. 15(7): 535-548 (1997)

Jesus Malo, Francesc J. Ferri, Jesús V. Albert, J. M. Artigas: Adaptive Motion Estimation and Video Vector Quantization Based on Spatiotemporal Non-linearities of Human Perception. ICIAP (1) 1997: 454-461