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Journal

International [JI]

  1. S. Combrexelle, H. Wendt, Y. Altmann, J.-Y. Tourneret, S. McLaughlin, P. Abry, "Multifractal analysis of multivariate images using gamma Markov random field priors," Submitted.
    .bib | .pdf

  2. S. Combrexelle, H. Wendt, N. Dobigeon, J.-Y. Tourneret, S. McLaughlin, P. Abry, "Bayesian estimation of the multifractality parameter for image texture using a Whittle approximation," IEEE T. Image Proces., vol. 24, no. 8, pp. 2540-2551, Aug. 2015.


Conference

International [CI]

  1. S. Combrexelle, H. Wendt, Y. Altmann, J.-Y. Tourneret, S. McLaughlin, P. Abry, "Bayesian joint estimation of the multifractality parameter of image patches using gamma Markov random fied priors," IEEE Int. Conf. on Image Proces. (ICIP), Phoenix, Arizona, USA, September 2016.

  2. S. Combrexelle, H. Wendt, Y. Altmann, J.-Y. Tourneret, S. McLaughlin, P. Abry, "Bayesian estimation for the local assessment of the multifractality parameter of multivariate time series," 24th European Signal Proces. Conf. (EUSIPCO), Budapest, Hungary, August 2016.
    Best paper award .bib | talk | .pdf

  3. S. Combrexelle, H. Wendt, J.-Y. Tourneret, S. McLaughlin, P. Abry, "Bayesian multifractal analysis of multi-temporal images using smooth priors," IEEE Workshop on Statistical Signal Proces. (SSP), Palma de Mallorca, Spain, June 2016.

  4. S. Combrexelle, H. Wendt, J.-Y. Tourneret, Y. Altmann, S. McLaughlin, P. Abry, "A Bayesian Approach for the Multifractal Analysis of Spatio-Temporal Data," Int. Conf. Systems, Signals and Image Proces. (IWSSIP), Bratislava, Slovakia, May 2016.
    .bib | talk | .pdf

  5. S. Combrexelle, H. Wendt, Y. Altmann, J.-Y. Tourneret, S. McLaughlin, P. Abry, "A Bayesian framework for the multifractal analysis of images using data augmentation and a Whittle approximation," IEEE Int. Conf. Acoust., Speech, and Signal Proces. (ICASSP), Shanghai, China, March 2016.

  6. S. Combrexelle, H. Wendt, J.-Y. Tourneret, P. Abry, S. McLaughlin, "Bayesian estimation of the multifractality parameter for images via a closed-form Whittle likelihood," 23rd European Signal Proces. Conf. (EUSIPCO), Nice, France, August 2015.
    .bib | talk | .pdf

  7. S. Combrexelle, H. Wendt, J.-Y. Tourneret, S. McLaughlin, P. Abry, "Hyperspectral image analysis using multifractal attributes," IEEE GRSS Workshop on Hyperspectral Image and SIgnal Proces.: Evolution in Remote Sensing (WHISPERS), Tokyo, Japan, June 2015.

  8. S. Combrexelle, H. Wendt, P. Abry, N. Dobigeon, S. McLaughlin, J.-Y. Tourneret, "A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation," IEEE Int. Conf. Acoust., Speech, and Signal Proces. (ICASSP), Brisbane, Australia, April 2015.

National [CN]

  1. S. Combrexelle, H. Wendt, J.-Y. Tourneret, N. Dobigeon, S. McLaughlin, "Estimation bayésienne locale du paramètre de multifractalité à l'aide d'un algorithme de Monte Carlo Hamiltonien," GRETSI Symposium Signal and Image Proces., Lyon, France, 2015.


PhD thesis

"Multifractal analysis of multivariate date with application to remote sensing"
manuscript

Talks and Seminars

  1. Journée du GDR - Analyse multifractale, Domaine de Chalès, France (21-24 September 2014) "Bayesian estimation of the multifractality parameter.
    talk | GdR

  2. Statistics Interest Group, Classification and Pattern Recognition Forum, Dstl, Salisbury, England (2 March 2015) "Multifractal analysis for texture characterization and classification.