selected publications

• academic article

  • Kernel smoothing classification of multiattribute data in the belief function framework: Application to multichannel image segmentation.  Multimedia Tools and Applications.  81:29587-29608. 2022
  • Unsupervised segmentation of hidden Markov fields corrupted by correlated non-Gaussian noise.  International Journal of Approximate Reasoning.  102:41-59. 2018
  • Unsupervised Segmentation of Markov Random Fields Corrupted by Nonstationary Noise.  IEEE Signal Processing Letters.  23:1607-1611. 2016
  • Dempster–Shafer fusion of evidential pairwise Markov fields.  International Journal of Approximate Reasoning.  74:13-29. 2016
  • Unsupervised Segmentation of Random Discrete Data Hidden With Switching Noise Distributions.  IEEE Signal Processing Letters.  19:619-622. 2012
  • Dempster–Shafer fusion of multisensor signals in nonstationary Markovian context.  EURASIP Journal on Advances in Signal Processing.  2012. 2012

• chapter

  • Fast Segmentation of Markov Random Fields Corrupted by Correlated Noise.  Lecture notes in networks and systems. 334-343. 2021

• conference paper

  • Unsupervised Segmentation of Nonstationary Data using Triplet Markov Chains.  . 405-414. 2017
  • Unsupervised segmentation of switching pairwise Markov chains.  HAL (Le Centre pour la Communication Scientifique Directe). 2011