Sébastien Combrexelle

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 10

Top Topics

Bayesian Estimation

Multifractal Analysis

Hyperparameters

Markov Random Field

Top Venues

Publications

David Dehaene, Oriel Frigo, Sébastien Combrexelle, Pierre Eline
Iterative energy-based projection on a normal data manifold for anomaly localization. ICLR (2020)
David Dehaene, Oriel Frigo, Sébastien Combrexelle, Pierre Eline
Iterative energy-based projection on a normal data manifold for anomaly localization. CoRR (2020)
Herwig Wendt, Sébastien Combrexelle, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry
Multifractal Analysis of Multivariate Images Using Gamma Markov Random Field Priors. SIAM J. Imaging Sci. 11 (2) (2018)
Philippe Ciuciu, Herwig Wendt, Sébastien Combrexelle, Patrice Abry
Spatially regularized multifractal analysis for fMRI data. EMBC (2017)
Sébastien Combrexelle, Herwig Wendt, Gustavo Didier, Patrice Abry
Multivariate scale-free dynamics: Testing fractal connectivity. ICASSP (2017)
Sébastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Stephen McLaughlin, Patrice Abry
Bayesian estimation for the local assessment of the multifractality parameter of multivariate time series. EUSIPCO (2016)
Sébastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry
Bayesian joint estimation of the multifractality parameter of image patches using gamma Markov Random Field priors. ICIP (2016)
Sébastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry
A Bayesian framework for the multifractal analysis of images using data augmentation and a whittle approximation. ICASSP (2016)
Sébastien Combrexelle, Herwig Wendt, Jean-Yves Tourneret, Yoann Altmann, Steve McLaughlin, Patrice Abry
A Bayesian approach for the multifractal analysis of spatio-temporal data. IWSSIP (2016)
Sébastien Combrexelle, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry, Steve McLaughlin
Bayesian multifractal analysis of multi-temporal images using smooth priors. SSP (2016)
Sébastien Combrexelle, Herwig Wendt, Patrice Abry, Nicolas Dobigeon, Stephen McLaughlin, Jean-Yves Tourneret
A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation. ICASSP (2015)
Sébastien Combrexelle, Herwig Wendt, Nicolas Dobigeon, Jean-Yves Tourneret, Stephen McLaughlin, Patrice Abry
Bayesian Estimation of the Multifractality Parameter for Image Texture Using a Whittle Approximation. IEEE Trans. Image Process. 24 (8) (2015)
Sébastien Combrexelle, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry, Stephen McLaughlin
Bayesian estimation of the multifractality parameter for images via a closed-form Whittle likelihood. EUSIPCO (2015)
Sébastien Combrexelle, Herwig Wendt, Jean-Yves Tourneret, Stephen McLaughlin, Patrice Abry
Hyperspectral image analysis using multifractal attributes. WHISPERS (2015)
Sébastien Combrexelle, Herwig Wendt, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry
Bayesian estimation of the multifractality parameter for image texture using a Whittle approximation. CoRR (2014)