"Zerubia, J." . . "RIV/67985556:_____/09:00327903!RIV10-AV0-67985556" . "Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation"@en . "[A8639E654B89]" . . "In this paper, we present a novel multiscale texture model and a related algorithm for the unsupervised segmentation of color images. Elementary textures are characterized by their spatial interactions with neighboring regions along selected directions. Such interactions are modeled, in turn, by means of a set of Markov chains, one for each direction, whose parameters are collected in a feature vector that synthetically describes the texture. Based on the feature vectors, the texture are then recursively merged, giving rise to larger and more complex textures, which appear at different scales of observation: accordingly, the model is named Hierarchical Multiple Markov Chain (H-MMC). The Texture Fragmentation and Reconstruction (TFR) algorithm, addresses the unsupervised segmentation problem based on the H-MMC model." . "IEEE Transactions on Image Processing" . . . "1"^^ . . "1057-7149" . . "In this paper, we present a novel multiscale texture model and a related algorithm for the unsupervised segmentation of color images. Elementary textures are characterized by their spatial interactions with neighboring regions along selected directions. Such interactions are modeled, in turn, by means of a set of Markov chains, one for each direction, whose parameters are collected in a feature vector that synthetically describes the texture. Based on the feature vectors, the texture are then recursively merged, giving rise to larger and more complex textures, which appear at different scales of observation: accordingly, the model is named Hierarchical Multiple Markov Chain (H-MMC). The Texture Fragmentation and Reconstruction (TFR) algorithm, addresses the unsupervised segmentation problem based on the H-MMC model."@en . "Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation" . "18" . "4"^^ . . . "Classification; texture analysis; segmentation; hierarchical image models; Markov process"@en . "P(2C06019), P(GA102/08/0593), Z(AV0Z10750506)" . "317075" . . "14"^^ . . "Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation"@en . . . . "Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation" . . "Haindl, Michal" . . . . "Gaetano, R." . . . . "RIV/67985556:_____/09:00327903" . "000268033300012" . "8" . "US - Spojen\u00E9 st\u00E1ty americk\u00E9" . "Scarpa, G." .