A Markov random field model-based approach to unsupervised texture segmentation using local and global spatial statistics

C. Kervrann; F. Heitz

doi:10.1109/83.388090

A Markov random field model-based approach to unsupervised texture segmentation using local and global spatial statistics

IEEE Transactions on Image Processing ◽

10.1109/83.388090 ◽

1995 ◽

Vol 4 (6) ◽

pp. 856-862 ◽

Cited By ~ 62

Author(s):

C. Kervrann ◽

F. Heitz

Keyword(s):

Random Field ◽

Spatial Statistics ◽

Markov Random Field ◽

Field Model ◽

Texture Segmentation ◽

Random Field Model ◽

Markov Random Field Model ◽

Model Based ◽

Markov Random

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Neural Network Based Texture Segmentation Using a Markov Random Field Model

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11760023_96 ◽

2006 ◽

pp. 652-660

Author(s):

Tae Hyung Kim ◽

Hyun Min Kang ◽

Il Kyu Eom ◽

Yoo Shin Kim

Keyword(s):

Neural Network ◽

Random Field ◽

Markov Random Field ◽

Field Model ◽

Texture Segmentation ◽

Random Field Model ◽

Markov Random Field Model ◽

Markov Random

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Texture segmentation based on a hierarchical Markov random field model

Signal Processing ◽

10.1016/0165-1684(92)90117-f ◽

1992 ◽

Vol 26 (3) ◽

pp. 285-305 ◽

Cited By ~ 26

Author(s):

Runmei Hu ◽

Moustafa M. Fahmy

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Texture Segmentation ◽

Random Field Model ◽

Markov Random Field Model ◽

Markov Random

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A Markov random field model-based approach to image interpretation

Proceedings CVPR '89: IEEE Computer Society Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.1989.37888 ◽

2003 ◽

Cited By ~ 6

Author(s):

J.W. Modestino ◽

J. Zhang

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Image Interpretation ◽

Random Field Model ◽

Markov Random Field Model ◽

Model Based ◽

Markov Random

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A new nonhomogeneous Markov random field model based on fuzzy membership for brain MRI segmentation

10.1117/12.832160 ◽

2009 ◽

Cited By ~ 1

Author(s):

Rong Xu ◽

Limin Luo

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Brain Mri ◽

Fuzzy Membership ◽

Mri Segmentation ◽

Random Field Model ◽

Markov Random Field Model ◽

Model Based ◽

Markov Random

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Advanced Markov random field model based on local uncertainty for unsupervised change detection

Remote Sensing Letters ◽

10.1080/2150704x.2015.1054045 ◽

2015 ◽

Vol 6 (9) ◽

pp. 667-676 ◽

Cited By ~ 8

Author(s):

Pengfei He ◽

Wenzhong Shi ◽

Zelang Miao ◽

Hua Zhang ◽

Liping Cai

Keyword(s):

Change Detection ◽

Random Field ◽

Markov Random Field ◽

Field Model ◽

Random Field Model ◽

Markov Random Field Model ◽

Model Based ◽

Markov Random ◽

Local Uncertainty

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Markov Random Field Model-Based Edge-Directed Image Interpolation

IEEE Transactions on Image Processing ◽

10.1109/tip.2008.924289 ◽

2008 ◽

Vol 17 (7) ◽

pp. 1121-1128 ◽

Cited By ~ 93

Author(s):

Min Li ◽

T.Q. Nguyen

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Image Interpolation ◽

Random Field Model ◽

Markov Random Field Model ◽

Model Based ◽

Markov Random

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Texture segmentation based on Markov random field model and multidirectional mosaics

10.1117/12.539026 ◽

2003 ◽

Author(s):

Xiaoli Jiao ◽

Wen Sheng

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Texture Segmentation ◽

Random Field Model ◽

Markov Random Field Model ◽

Markov Random

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A Markov Random Field Model-Based Approach to Natural Image Matting

Journal of Computer Science and Technology ◽

10.1007/s11390-007-9022-x ◽

2007 ◽

Vol 22 (1) ◽

pp. 161-167 ◽

Cited By ~ 4

Author(s):

Sheng-You Lin ◽

Jiao-Ying Shi

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Natural Image ◽

Image Matting ◽

Random Field Model ◽

Markov Random Field Model ◽

Model Based ◽

Markov Random

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ITAC volume assessment through a Gaussian hidden Markov random field model-based algorithm

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2008.4649382 ◽

2008 ◽

Cited By ~ 1

Author(s):

Katia M. Passera ◽

Paolo Potepan ◽

Luca Brambilla ◽

Luca T. Mainardi

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Hidden Markov ◽

Random Field Model ◽

Markov Random Field Model ◽

Model Based ◽

Markov Random ◽

Hidden Markov Random Field ◽

Volume Assessment

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Markov Random Field Model-Based Edge-Directed Image Interpolation

2007 IEEE International Conference on Image Processing ◽

10.1109/icip.2007.4379100 ◽

2007 ◽

Cited By ~ 6

Author(s):

Min Li ◽

Truong Nguyen

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Image Interpolation ◽

Random Field Model ◽

Markov Random Field Model ◽

Model Based ◽

Markov Random

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