2025
Estimating Information Theoretic Measures via Multidimensional Gaussianization.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2025
Dissecting the effectiveness of deep features as metric of perceptual image quality.
Neural Networks, 2025
2024
Cortical Divisive Normalization from Wilson-Cowan Neural Dynamics.
J. Nonlinear Sci., April, 2024
Functional connectivity via total correlation: Analytical results in visual areas.
Neurocomputing, February, 2024
RAID-Database: human Responses to Affine Image Distortions.
CoRR, 2024
The Art of Deception: Color Visual Illusions and Diffusion Models.
CoRR, 2024
Parametric Enhancement of PerceptNet: A Human-Inspired Approach for Image Quality Assessment.
CoRR, 2024
The Effect of Perceptual Metrics on Music Representation Learning for Genre Classification.
CoRR, 2024
Invariance of deep image quality metrics to affine transformations.
CoRR, 2024
Image Segmentation via Divisive Normalization: dealing with environmental diversity.
CoRR, 2024
2023
Neural networks with divisive normalization for image segmentation.
Pattern Recognit. Lett., September, 2023
Data is Overrated: Perceptual Metrics Can Lead Learning in the Absence of Training Data.
CoRR, 2023
What You Hear Is What You See: Audio Quality Metrics From Image Quality Metrics.
CoRR, 2023
Disentangling the Link Between Image Statistics and Human Perception.
CoRR, 2023
Analysis of Deep Image Quality Models.
CoRR, 2023
2022
Functional Connectome of the Human Brain with Total Correlation.
Entropy, December, 2022
Information Flow in Biological Networks for Color Vision.
Entropy, 2022
Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset.
CoRR, 2022
Paraphrasing Magritte's Observation.
CoRR, 2022
On the relation between statistical learning and perceptual distances.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2020
Information Theory in Density Destructors.
CoRR, 2020
Information Theory Measures via Multidimensional Gaussianization.
CoRR, 2020
Perceptnet: A Human Visual System Inspired Neural Network For Estimating Perceptual Distance.
Proceedings of the IEEE International Conference on Image Processing, 2020
Canonical Retina-to-Cortex Vision Model Ready for Automatic Differentiation.
Proceedings of the Brain Informatics - 13th International Conference, 2020
2019
Visual Illusions Also Deceive Convolutional Neural Networks: Analysis and Implications.
CoRR, 2019
Synthesizing Visual Illusions Using Generative Adversarial Networks.
CoRR, 2019
2016
Regression Wavelet Analysis for Lossless Coding of Remote-Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2016
Sequential Principal Curves Analysis.
CoRR, 2016
Image Denoising with Kernels based on Natural Image Relations.
CoRR, 2016
2015
Dimensionality Reduction via Regression in Hyperspectral Imagery.
IEEE J. Sel. Top. Signal Process., 2015
Geometrical and statistical properties of vision models obtained via maximum differentiation.
Proceedings of the Human Vision and Electronic Imaging XX, 2015
2014
The Role of Spatial Information in Disentangling the Irradiance-Reflectance-Transmittance Ambiguity.
IEEE Trans. Geosci. Remote. Sens., 2014
Principal Polynomial Analysis.
Int. J. Neural Syst., 2014
Dimensionality reduction via regression on hyperspectral infrared sounding data.
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.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Graph Matching for Adaptation in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2013
Kernel Structural SIMIlarity on hyperspectral images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Chromatic induction and contrast masking: similar models, different goals?
Proceedings of the Human Vision and Electronic Imaging XVIII, 2013
Visual discrimination and adaptation using non-linear unsupervised learning.
Proceedings of the Human Vision and Electronic Imaging XVIII, 2013
2012
Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis.
Neural Comput., 2012
Nonlinear data description with Principal Polynomial Analysis.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
2011
Remote Sensing Image Processing
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.
IEEE Trans. Neural Networks, 2011
Graph matching for efficient classifiers adaptation.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Principal polynomial analysis for remote sensing data processing.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Complex-Valued Independent Component Analysis of Natural Images.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
2010
Psychophysically Tuned Divisive Normalization Approximately Factorizes the PDF of Natural Images.
Neural Comput., 2010
Image Denoising with Kernels Based on Natural Image Relations.
J. Mach. Learn. Res., 2010
Estimating biophysical variable dependences with kernels.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
FaTLease: scalable fault-tolerant lease negotiation with Paxos.
Clust. Comput., 2009
Visual Cortex Performs a Sort of Non-linear ICA.
Proceedings of the Advances in Nonlinear Speech Processing, 2009
PCA Gaussianization for image processing.
Proceedings of the International Conference on Image Processing, 2009
2008
On the Suitable Domain for SVM Training in Image Coding.
J. Mach. Learn. Res., 2008
The XtreemFS architecture - a case for object-based file systems in Grids.
Concurr. Comput. Pract. Exp., 2008
Striping without Sacrifices: Maintaining POSIX Semantics in a Parallel File System.
Proceedings of the First USENIX Workshop on Large-Scale Computing, 2008
Recovering wavelet relations using SVM for image denoising.
Proceedings of the International Conference on Image Processing, 2008
2007
Increasing Parallelism for Workflows in the Grid.
Proceedings of the Euro-Par 2007, 2007
2006
Nonlinear image representation for efficient perceptual coding.
IEEE Trans. Image Process., 2006
Regularization operators for natural images based on nonlinear perception models.
IEEE Trans. Image Process., 2006
2005
Perceptual adaptive insensitivity for support vector machine image coding.
IEEE Trans. Neural Networks, 2005
2003
Linear transform for simultaneous diagonalization of covariance and perceptual metric matrix in image coding.
Pattern Recognit., 2003
Perceptual regularization functionals for natural image restoration.
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
Video quality measures based on the standard spatial observer.
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
Perceptual feedback in multigrid motion estimation using an improved DCT quantization.
IEEE Trans. Image Process., 2001
2000
The role of perceptual contrast non-linearities in image transform quantization.
Image Vis. Comput., 2000
Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation.
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.
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.
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.
Image Vis. Comput., 1997
Adaptive Motion Estimation and Video Vector Quantization Based on Spatiotemporal Non-linearities of Human Perception.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997