Parameter estimation in hidden fuzzy Markov random fields and image segmentation

Fuzzy Markovian segmentation in application of magnetic resonance images

Computer Vision and Image Understanding

Parameter estimation in Markov random field image modeling with imperfect observations: a comparative study

Pattern Recognition Letters

Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps

Computer Vision and Image Understanding

A Statistical Model for Contours in Images

IEEE Transactions on Pattern Analysis and Machine Intelligence

Unsupervised image segmentation using triplet Markov fields

Computer Vision and Image Understanding

Fuzzy Markov Random Fields versus Chains for Multispectral Image Segmentation

IEEE Transactions on Pattern Analysis and Machine Intelligence

Non-stationary fuzzy Markov chain

Pattern Recognition Letters

Unsupervised segmentation of triplet Markov chains hidden with long-memory noise

Signal Processing

Fuzzy pairwise Markov chain to segment correlated noisy data

Signal Processing

Simultaneous Motion Detection and Background Reconstruction with a Mixed-State Conditional Markov Random Field

ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I

Unsupervised image segmentation using triplet Markov fields

Computer Vision and Image Understanding

Unsupervised segmentation of randomly switching data hidden with non-Gaussian correlated noise

Signal Processing

Simultaneous Motion Detection and Background Reconstruction with a Conditional Mixed-State Markov Random Field

International Journal of Computer Vision

Full Length Article: SAR image multiclass segmentation using a multiscale and multidirection triplet Markov fields model in nonsubsampled contourlet transform domain

Information Fusion