Brain MR Image Segmentation Using Fuzzy Clustering with Spatial Constraints Based on Markov Random Field Theory

Lecture Notes in Computer Science - Medical Imaging and Augmented Reality ◽

10.1007/978-3-540-28626-4_23 ◽

2004 ◽

pp. 188-195 ◽

Cited By ~ 12

Author(s):

Yanqiu Feng ◽

Wufan Chen

Keyword(s):

Field Theory ◽

Image Segmentation ◽

Random Field ◽

Fuzzy Clustering ◽

Markov Random Field ◽

Spatial Constraints ◽

Mr Image ◽

Random Field Theory ◽

Markov Random ◽

Mr Image Segmentation

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Image Segmentation Using Fuzzy Clustering with Spatial Constraints Based on Markov Random Field via Bayesian Theory

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1093/ietfec/e91-a.3.723 ◽

2008 ◽

Vol E91-A (3) ◽

pp. 723-729 ◽

Cited By ~ 14

Author(s):

X. LI ◽

T. ZHANG ◽

Z. QU

Keyword(s):

Image Segmentation ◽

Random Field ◽

Fuzzy Clustering ◽

Markov Random Field ◽

Bayesian Theory ◽

Spatial Constraints ◽

Markov Random

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Gaussian Mixture Model with Markov Random Field for MR Image Segmentation

2006 IEEE International Conference on Industrial Technology ◽

10.1109/icit.2006.372426 ◽

2006 ◽

Cited By ~ 2

Author(s):

Huiguang He ◽

Ke Lu ◽

Bin Lv

Keyword(s):

Image Segmentation ◽

Random Field ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Markov Random Field ◽

Gaussian Mixture ◽

Mr Image ◽

Markov Random ◽

Mr Image Segmentation

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The development of Markov random field theory and applications on image segmentation algorithm

2016 International Conference on Communication and Electronics Systems (ICCES) ◽

10.1109/cesys.2016.7889901 ◽

2016 ◽

Author(s):

Renqian Zhang ◽

Yuru Huang ◽

Sirui Fu

Keyword(s):

Field Theory ◽

Image Segmentation ◽

Random Field ◽

Markov Random Field ◽

Segmentation Algorithm ◽

Random Field Theory ◽

Markov Random ◽

Image Segmentation Algorithm

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MR image segmentation based on improved variable weight multi-resolution Markov random field in undecimated complex wavelet domain

Chinese Physics B ◽

10.1088/1674-1056/abe1a2 ◽

2021 ◽

Author(s):

Hong Fan ◽

Yiman Sun ◽

Xiaojuan Zhang ◽

Chengcheng Zhang ◽

Xiangjun Li ◽

...

Keyword(s):

Image Segmentation ◽

Random Field ◽

Markov Random Field ◽

Wavelet Domain ◽

Mr Image ◽

Markov Random ◽

Variable Weight ◽

Complex Wavelet ◽

Mr Image Segmentation

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Causal Markov random field for brain MR image segmentation

2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/embc.2012.6346646 ◽

2012 ◽

Author(s):

Q. R. Razlighi ◽

A. Orekhov ◽

A. Laine ◽

Y. Stern

Keyword(s):

Image Segmentation ◽

Random Field ◽

Markov Random Field ◽

Mr Image ◽

Markov Random ◽

Mr Image Segmentation

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A brain MR image segmentation method based on Gaussian model and Markov random field

2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC) ◽

10.1109/imcec.2016.7867573 ◽

2016 ◽

Cited By ~ 2

Author(s):

Kai-Bin Liang ◽

Yi-Hong Guan ◽

Ya-Tao Luo

Keyword(s):

Image Segmentation ◽

Random Field ◽

Markov Random Field ◽

Gaussian Model ◽

Segmentation Method ◽

Mr Image ◽

Markov Random ◽

Mr Image Segmentation

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Wetland information extraction of remote sensing imagery based on Markov random field theory

10.1117/12.910425 ◽

2010 ◽

Author(s):

Dengrong Zhang ◽

Yang Wu

Keyword(s):

Field Theory ◽

Remote Sensing ◽

Information Extraction ◽

Random Field ◽

Markov Random Field ◽

Random Field Theory ◽

Remote Sensing Imagery ◽

Markov Random

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Application of Mathematical Morphology and Markov Random Field Theory to the Automatic Extraction of Linear Features in Airborne Images

Mathematical Morphology and its Applications to Image and Signal Processing - Computational Imaging and Vision ◽

10.1007/0-306-47025-x_44 ◽

2005 ◽

pp. 405-414 ◽

Cited By ~ 5

Author(s):

A. Katartzis ◽

V. Pizuric ◽

1H. Sahli

Keyword(s):

Field Theory ◽

Random Field ◽

Mathematical Morphology ◽

Markov Random Field ◽

Automatic Extraction ◽

Linear Features ◽

Random Field Theory ◽

Markov Random

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Tracking Cardiac MRI Tag by Markov Random Field Theory

Journal of Computer Research and Development ◽

10.1360/crad20051015 ◽

2005 ◽

Vol 42 (10) ◽

pp. 1740

Author(s):

Min Tang

Keyword(s):

Field Theory ◽

Random Field ◽

Markov Random Field ◽

Cardiac Mri ◽

Random Field Theory ◽

Markov Random

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Change detection in epilepsy monitoring video based on Markov random field theory

Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, 2004. ISPACS 2004. ◽

10.1109/ispacs.2004.1439016 ◽

2005 ◽

Cited By ~ 2

Author(s):

Qiang Liu ◽

R.J. Sclabassi ◽

Mingui Sun

Keyword(s):

Field Theory ◽

Change Detection ◽

Random Field ◽

Markov Random Field ◽

Random Field Theory ◽

Markov Random ◽

Epilepsy Monitoring

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