Texture image segmentation using Vonn mixtures-based hidden Markov tree model and relative phase

2020 ◽  
Vol 79 (39-40) ◽  
pp. 29799-29824
Author(s):  
Pan-pan Niu ◽  
Li Wang ◽  
Xin Shen ◽  
Qian Wang ◽  
Xiang-yang Wang
Keyword(s):  
Image Segmentation ◽  
Relative Phase ◽  
Hidden Markov ◽  
Texture Image ◽  
Tree Model ◽  
Markov Tree ◽  
Texture Image Segmentation

Texture image segmentation using Brushlet-domain hidden Markov models

2009 ◽  
Author(s):  
Fang Liu ◽  
Kai Yang ◽  
Hongxia Hao ◽  
Biao Hou ◽  
Hua Zhong
Keyword(s):  
Image Segmentation ◽  
Hidden Markov Models ◽  
Markov Models ◽  
Hidden Markov ◽  
Texture Image ◽  
Texture Image Segmentation

Color image segmentation using PDTDFB domain hidden Markov tree model

2015 ◽  
Vol 29 ◽  
pp. 138-152 ◽  
Author(s):  
Xiang-yang Wang ◽  
Wei-wei Sun ◽  
Zhi-fang Wu ◽  
Hong-ying Yang ◽  
Qin-yan Wang
Keyword(s):  
Image Segmentation ◽  
Color Image ◽  
Hidden Markov ◽  
Color Image Segmentation ◽  
Tree Model ◽  
Markov Tree

Exact Inference of Hidden Markov Tree for Image Segmentation

2013 ◽  
Vol 303-306 ◽  
pp. 1105-1108
Author(s):  
Yin Hui Zhang ◽  
Zi Fen He ◽  
Sen Wang ◽  
Zhong Hai Shi
Keyword(s):  
Image Segmentation ◽  
Object Segmentation ◽  
Hidden Markov ◽  
Original Image ◽  
Tree Model ◽  
Exact Inference ◽  
Markov Tree ◽  
Segmentation Methods ◽  
Multiscale Image Segmentation ◽  
Better Than

Image segmentation methods that exploit multiscale information about images to be estimated have been extensively studied, typically using the Hidden Markov Tree (HMT) framework. we incorporate wavelet coefficients information of the original image in the form of Hidden Markov Tree model prior for the object segmentation. In this paper, we derive a generalized closed form inference scheme to exact determine the posterior likelihood at each iteration with definite number of iteration steps. Extensive experiments show that this method performs better than many competitive multiscale image segmentation methods.

scholarly journals IMAGE SEGMENTATION BASED ON WAVELET-DOMAIN HIDDEN MARKOV TREE MODEL

2009 ◽  
Vol 28 (2) ◽  
pp. 156-160 ◽  
Author(s):  
Biao HOU ◽  
Feng LIU ◽  
Li-Cheng JIAO ◽  
Hui-Dong BAO
Keyword(s):  
Image Segmentation ◽  
Hidden Markov ◽  
Wavelet Domain ◽  
Tree Model ◽  
Markov Tree
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