Sébastien Combrexelle

According to our database, Sébastien Combrexelle authored at least 14 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Iterative energy-based projection on a normal data manifold for anomaly localization.

David Dehaene, Oriel Frigo, Sébastien Combrexelle, Pierre Eline

Proceedings of the 8th International Conference on Learning Representations, 2020

2018

Multifractal Analysis of Multivariate Images Using Gamma Markov Random Field Priors.

Herwig Wendt, Sébastien Combrexelle, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry

SIAM J. Imaging Sci., 2018

2017

Multivariate scale-free dynamics: Testing fractal connectivity.

Sébastien Combrexelle, Herwig Wendt, Gustavo Didier, Patrice Abry

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Spatially regularized multifractal analysis for fMRI data.

Philippe Ciuciu, Herwig Wendt, Sébastien Combrexelle, Patrice Abry

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Multifractal analysis for multivariate data with application to remote sensing. (Analyse multifractale de données multivariées avec application à la télédétection).

Sébastien Combrexelle

PhD thesis, 2016

Bayesian multifractal analysis of multi-temporal images using smooth priors.

Sébastien Combrexelle, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry, Steve McLaughlin

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

A Bayesian approach for the multifractal analysis of spatio-temporal data.

Sébastien Combrexelle, Herwig Wendt, Jean-Yves Tourneret, Yoann Altmann, Steve McLaughlin, Patrice Abry

Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

Bayesian joint estimation of the multifractality parameter of image patches using gamma Markov Random Field priors.

Sébastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A Bayesian framework for the multifractal analysis of images using data augmentation and a whittle approximation.

Sébastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Bayesian estimation for the local assessment of the multifractality parameter of multivariate time series.

Sébastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Stephen McLaughlin, Patrice Abry

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Bayesian Estimation of the Multifractality Parameter for Image Texture Using a Whittle Approximation.

Sébastien Combrexelle, Herwig Wendt, Nicolas Dobigeon, Jean-Yves Tourneret, Stephen McLaughlin, Patrice Abry

IEEE Trans. Image Process., 2015

Hyperspectral image analysis using multifractal attributes.

Sébastien Combrexelle, Herwig Wendt, Jean-Yves Tourneret, Stephen McLaughlin, Patrice Abry

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation.

Sébastien Combrexelle, Herwig Wendt, Patrice Abry, Nicolas Dobigeon, Stephen McLaughlin, Jean-Yves Tourneret

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Bayesian estimation of the multifractality parameter for images via a closed-form Whittle likelihood.

Sébastien Combrexelle, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry, Stephen McLaughlin

Proceedings of the 23rd European Signal Processing Conference, 2015