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ORCIDJesús Malo
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2020 – today
- 2024
[j24]Qiang Li
, Greg Ver Steeg, Jesus Malo:
Functional connectivity via total correlation: Analytical results in visual areas. Neurocomputing 571: 127143 (2024)- [j23]Jesús Malo, Jose Juan Esteve Taboada, Marcelo Bertalmío:
Cortical Divisive Normalization from Wilson-Cowan Neural Dynamics. J. Nonlinear Sci. 34(2): 35 (2024) - [i20]Pablo Hernández-Cámara, Jorge Vila-Tomás, Paula Daudén-Oliver, Nuria Alabau-Bosque, Valero Laparra, Jesús Malo:
Image Segmentation via Divisive Normalization: dealing with environmental diversity. CoRR abs/2407.17829 (2024) - [i19]Nuria Alabau-Bosque, Paula Daudén-Oliver, Jorge Vila-Tomás, Valero Laparra, Jesús Malo:
Invariance of deep image quality metrics to affine transformations. CoRR abs/2407.17927 (2024) - [i18]Tashi Namgyal, Alexander Hepburn, Raúl Santos-Rodríguez, Valero Laparra, Jesus Malo:
The Effect of Perceptual Metrics on Music Representation Learning for Genre Classification. CoRR abs/2409.17069 (2024) - 2023
- [j22]Pablo Hernández-Cámara, Jorge Vila-Tomás, Valero Laparra, Jesús Malo:
Neural networks with divisive normalization for image segmentation. Pattern Recognit. Lett. 173: 64-71 (2023) - [i17]Pablo Hernández-Cámara, Jorge Vila-Tomás, Valero Laparra, Jesús Malo:
Analysis of Deep Image Quality Models. CoRR abs/2302.13345 (2023) - [i16]Alexander Hepburn, Valero Laparra, Raúl Santos-Rodríguez, Jesús Malo:
Disentangling the Link Between Image Statistics and Human Perception. CoRR abs/2303.09874 (2023) - [i15]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 abs/2305.11582 (2023) - [i14]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 abs/2312.03455 (2023) - 2022
- [j21]Jesús Malo:
Information Flow in Biological Networks for Color Vision. Entropy 24(10): 1442 (2022) - [j20]Qiang Li, Greg Ver Steeg, Shujian Yu, Jesus Malo:
Functional Connectome of the Human Brain with Total Correlation. Entropy 24(12): 1725 (2022) - [c27]Valero Laparra, Alexander Hepburn, Juan Emmanuel Johnson, Jesús Malo:
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization. ICIP 2022: 4018-4022 - [c26]Alexander Hepburn, Valero Laparra, Raúl Santos-Rodríguez, Johannes Ballé, Jesus Malo:
On the relation between statistical learning and perceptual distances. ICLR 2022 - [i13]Jesus Malo:
Paraphrasing Magritte's Observation. CoRR abs/2202.08103 (2022) - [i12]Pablo Hernández-Cámara, Valero Laparra, Jesús Malo:
Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset. CoRR abs/2203.13558 (2022) - [i11]Valero Laparra, Alexander Hepburn, Juan Emmanuel Johnson, Jesús Malo:
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization. CoRR abs/2206.03860 (2022) - 2021
- [i10]Alexander Hepburn, Valero Laparra, Raúl Santos-Rodríguez, Johannes Ballé, Jesús Malo:
On the relation between statistical learning and perceptual distances. CoRR abs/2106.04427 (2021) - 2020
- [c25]Qiang Li, Jesus Malo:
Canonical Retina-to-Cortex Vision Model Ready for Automatic Differentiation. BI 2020: 329-337 - [c24]Alexander Hepburn, Valero Laparra, Jesús Malo, Ryan McConville, Raúl Santos-Rodríguez:
Perceptnet: A Human Visual System Inspired Neural Network For Estimating Perceptual Distance. ICIP 2020: 121-125 - [i9]Valero Laparra, Juan Emmanuel Johnson, Gustau Camps-Valls, Raúl Santos-Rodríguez, Jesus Malo:
Information Theory Measures via Multidimensional Gaussianization. CoRR abs/2010.03807 (2020) - [i8]Juan Emmanuel Johnson, Valero Laparra, Gustau Camps-Valls, Raúl Santos-Rodríguez, Jesús Malo:
Information Theory in Density Destructors. CoRR abs/2012.01012 (2020)
2010 – 2019
- 2019
- [i7]Alexander Hepburn, Valero Laparra, Jesús Malo, Ryan McConville, Raúl Santos-Rodríguez:
PerceptNet: A Human Visual System Inspired Neural Network for Estimating Perceptual Distance. CoRR abs/1910.12548 (2019) - [i6]Alexander Gómez-Villa, Adrián Martín, Javier Vazquez-Corral, Jesús Malo, Marcelo Bertalmío:
Synthesizing Visual Illusions Using Generative Adversarial Networks. CoRR abs/1911.09599 (2019) - [i5]Alexander Gómez-Villa, Adrián Martín, Javier Vazquez-Corral, Marcelo Bertalmío, Jesus Malo:
Visual Illusions Also Deceive Convolutional Neural Networks: Analysis and Implications. CoRR abs/1912.01643 (2019) - 2016
- [j19]Naoufal Amrani, Joan Serra-Sagristà, Valero Laparra, Michael W. Marcellin, Jesús Malo:
Regression Wavelet Analysis for Lossless Coding of Remote-Sensing Data. IEEE Trans. Geosci. Remote. Sens. 54(9): 5616-5627 (2016) - [i4]Valero Laparra, Jesús Malo, Gustau Camps-Valls:
Dimensionality Reduction via Regression in Hyperspectral Imagery. CoRR abs/1602.00214 (2016) - [i3]Valero Laparra, Juan Gutiérrez, Gustavo Camps-Valls, Jesús Malo:
Image Denoising with Kernels based on Natural Image Relations. CoRR abs/1602.00217 (2016) - [i2]Valero Laparra, Jesús Malo:
Sequential Principal Curves Analysis. CoRR abs/1606.00856 (2016) - 2015
- [j18]Valero Laparra, Jesus Malo, Gustau Camps-Valls:
Dimensionality Reduction via Regression in Hyperspectral Imagery. IEEE J. Sel. Top. Signal Process. 9(6): 1026-1036 (2015) - [c23]Jesús Malo, Eero P. Simoncelli:
Geometrical and statistical properties of vision models obtained via maximum differentiation. Human Vision and Electronic Imaging 2015: 93940L - 2014
- [j17]Valero Laparra, Sandra Jiménez, Devis Tuia, Gustau Camps-Valls, Jesús Malo:
Principal Polynomial Analysis. Int. J. Neural Syst. 24(7) (2014) - [j16]Sandra Jiménez, Jesus Malo:
The Role of Spatial Information in Disentangling the Irradiance-Reflectance-Transmittance Ambiguity. IEEE Trans. Geosci. Remote. Sens. 52(8): 4881-4894 (2014) - [c22]Naoufal Amrani, Valero Laparra, Gustavo Camps-Valls, Joan Serra-Sagristà, Jesús Malo:
Lossless coding of hyperspectral images with principal polynomial analysis. ICIP 2014: 4023-4026 - [c21]Valero Laparra, Jesus Malo, Gustavo Camps-Valls:
Dimensionality reduction via regression on hyperspectral infrared sounding data. WHISPERS 2014: 1-4 - 2013
- [j15]Devis Tuia, Jordi Muñoz-Marí, Luis Gómez-Chova, Jesus Malo:
Graph Matching for Adaptation in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 51(1): 329-341 (2013) - [c20]Sandra Jiménez, Valero Laparra, Jesús Malo:
Visual discrimination and adaptation using non-linear unsupervised learning. Human Vision and Electronic Imaging 2013: 86511I - [c19]Sandra Jiménez, Xavier Otazu, Valero Laparra, Jesús Malo:
Chromatic induction and contrast masking: similar models, different goals? Human Vision and Electronic Imaging 2013: 86511J - [c18]Vicent Talens, Valero Laparra, Jesus Malo, Gustavo Camps-Valls:
Kernel Structural SIMIlarity on hyperspectral images. IGARSS 2013: 1214-1217 - [i1]Gustavo Camps-Valls, Jaime Gutierrez, Gabriel Gómez-Pérez, Jesús Malo:
On the Suitable Domain for SVM Training in Image Coding. CoRR abs/1310.5082 (2013) - 2012
- [j14]Valero Laparra, Sandra Jiménez, Gustavo Camps-Valls, Jesús Malo:
Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis. Neural Comput. 24(10): 2751-2788 (2012) - [c17]Valero Laparra, Devis Tuia, Sandra Jiménez, Gustavo Camps-Valls, Jesus Malo:
Nonlinear data description with Principal Polynomial Analysis. MLSP 2012: 1-6 - 2011
- [b1]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, ISBN 978-3-031-01119-1 - [j13]Valero Laparra, Gustavo Camps-Valls, Jesus Malo:
Iterative Gaussianization: From ICA to Random Rotations. IEEE Trans. Neural Networks 22(4): 537-549 (2011) - [c16]Valero Laparra, Michael Gutmann, Jesús Malo, Aapo Hyvärinen:
Complex-Valued Independent Component Analysis of Natural Images. ICANN (2) 2011: 213-220 - [c15]Devis Tuia, Jordi Muñoz-Marí, Jesus Malo:
Graph matching for efficient classifiers adaptation. IGARSS 2011: 3712-3715 - [c14]Valero Laparra, Devis Tuia, Sandra Jiménez, Gustavo Camps-Valls, Jesus Malo:
Principal polynomial analysis for remote sensing data processing. IGARSS 2011: 4180-4183 - 2010
- [j12]Valero Laparra, Jaime Gutierrez, Gustavo Camps-Valls, Jesús Malo:
Image Denoising with Kernels Based on Natural Image Relations. J. Mach. Learn. Res. 11: 873-903 (2010) - [j11]Jesús Malo, Valero Laparra:
Psychophysically Tuned Divisive Normalization Approximately Factorizes the PDF of Natural Images. Neural Comput. 22(12): 3179-3206 (2010) - [c13]Gustavo Camps-Valls, Devis Tuia, Valero Laparra, Jesús Malo:
Estimating biophysical variable dependences with kernels. IGARSS 2010: 828-831
2000 – 2009
- 2009
- [j10]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): 175-188 (2009) - [c12]Valero Laparra, Gustavo Camps-Valls, Jesús Malo:
PCA Gaussianization for image processing. ICIP 2009: 3985-3988 - [c11]Jesus Malo, Valero Laparra:
Visual Cortex Performs a Sort of Non-linear ICA. NOLISP 2009: 17-25 - 2008
- [j9]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): 2049-2060 (2008) - [j8]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: 49-66 (2008) - [c10]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 - [c9]Valero Laparra, Jaime Gutierrez, Gustavo Camps-Valls, Jesus Malo:
Recovering wavelet relations using SVM for image denoising. ICIP 2008: 541-544 - [c8]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 - 2007
- [c7]Jonathan Martí, Jesus Malo, Toni Cortes:
Increasing Parallelism for Workflows in the Grid. Euro-Par 2007: 415-424 - 2006
- [j7]Jesus Malo, Irene Epifanio, Rafael Fonolla Navarro, Eero P. Simoncelli:
Nonlinear image representation for efficient perceptual coding. IEEE Trans. Image Process. 15(1): 68-80 (2006) - [j6]Jaime Gutierrez, Francesc J. Ferri, Jesus Malo:
Regularization operators for natural images based on nonlinear perception models. IEEE Trans. Image Process. 15(1): 189-200 (2006) - 2005
- [j5]Gabriel Gómez-Pérez, Gustavo Camps-Valls, Jaime Gutierrez, Jesús Malo:
Perceptual adaptive insensitivity for support vector machine image coding. IEEE Trans. Neural Networks 16(6): 1574-1581 (2005) - 2003
- [j4]Irene Epifanio, Jaime Gutierrez, Jesus Malo:
Linear transform for simultaneous diagonalization of covariance and perceptual metric matrix in image coding. Pattern Recognit. 36(8): 1799-1811 (2003) - [c6]Jaime Gutierrez, Jesus Malo, Francesc J. Ferri:
Perceptual regularization functionals for natural image restoration. ICIP (2) 2003: 989-992 - 2002
- [c5]Andrew B. Watson, Jesus Malo:
Video quality measures based on the standard spatial observer. ICIP (3) 2002: 41-44 - 2001
- [j3]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): 1411-1427 (2001) - 2000
- [j2]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): 233-246 (2000) - [c4]Jesus Malo, Francesc J. Ferri, Rafael Fonolla Navarro, Roberto Valerio:
Perceptually and Statistically Decorrelated Features for Image Representation: Application to Transform Coding. ICPR 2000: 3242-3245 - [c3]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: 658-667
1990 – 1999
- 1998
- [c2]Francesc J. Ferri, Jesús Malo, Jesús V. Albert, J. Soret:
Variable-size block matching algorithm for motion estimation using a perceptual-based splitting criterion. ICPR 1998: 286-288 - 1997
- [j1]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): 535-548 (1997) - [c1]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: 454-461
Coauthor Index
aka: Gustavo Camps-Valls
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