Gaussian Mixture Model with Markov Random Field for MR Image Segmentation

2006 IEEE International Conference on Industrial Technology ◽

10.1109/icit.2006.372426 ◽

2006 ◽

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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MR brain imaging segmentation based on spatial Gaussian mixture model and Markov random field

IEEE International Conference on Image Processing 2005 ◽

10.1109/icip.2005.1529750 ◽

2005 ◽

Author(s):

Zhigang Peng ◽

W. Wee ◽

Jing-Huei Lee

Keyword(s):

Random Field ◽

Brain Imaging ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Markov Random Field ◽

Gaussian Mixture ◽

Markov Random ◽

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Gaussian Mixture Model Based on Hidden Markov Random Field for Color Image Segmentation

Lecture Notes in Electrical Engineering - Ubiquitous Information Technologies and Applications ◽

10.1007/978-3-642-41671-2_25 ◽

2014 ◽

pp. 189-197

Author(s):

Khoa Anh Tran ◽

Nhat Quang Vo ◽

Tam Thi Nguyen ◽

Gueesang Lee

Keyword(s):

Image Segmentation ◽

Random Field ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Markov Random Field ◽

Color Image ◽

Hidden Markov ◽

Gaussian Mixture ◽

Color Image Segmentation ◽

Hidden Markov Random Field

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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 ◽

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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Brain MR image segmentation based on local Gaussian mixture model and nonlocal spatial regularization

Journal of Visual Communication and Image Representation ◽

10.1016/j.jvcir.2014.01.014 ◽

2014 ◽

Vol 25 (5) ◽

pp. 827-839 ◽

Author(s):

Fangfang Dong ◽

Jialin Peng

Keyword(s):

Image Segmentation ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Mr Image ◽

Mr Image Segmentation ◽

Spatial Regularization

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Ground-Glass-Opacity Nodule Detection and Segmentation Based on Dot Filter and Gaussian Mixture Model Hidden Markov Random Field

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2014.1276 ◽

2014 ◽

Vol 4 (3) ◽

pp. 399-403 ◽

Author(s):

Shenshen Sun ◽

Huizhi Ren

Keyword(s):

Random Field ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Markov Random Field ◽

Hidden Markov ◽

Ground Glass Opacity ◽

Gaussian Mixture ◽

Markov Random ◽

Nodule Detection ◽

Hidden Markov Random Field

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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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Adaptive scale fuzzy local Gaussian mixture model for brain MR image segmentation

Neurocomputing ◽

10.1016/j.neucom.2012.12.067 ◽

2014 ◽

Vol 134 ◽

pp. 60-69 ◽

Author(s):

Zexuan Ji ◽

Yong Xia ◽

Quansen Sun ◽

Qiang Chen ◽

Dagan Feng

Keyword(s):

Image Segmentation ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Mr Image ◽

Mr Image Segmentation

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Image compression based on Gaussian mixture model constrained using Markov random field

Signal Processing ◽

10.1016/j.sigpro.2021.107990 ◽

2021 ◽

Vol 183 ◽

pp. 107990

Author(s):

Jianjun Sun ◽

Yan Zhao ◽

Shigang Wang ◽

Jian Wei

Keyword(s):

Image Compression ◽

Random Field ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Markov Random Field ◽

Gaussian Mixture ◽

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Brain MR image segmentation based on Gaussian mixture model with spatial information

2010 3rd International Congress on Image and Signal Processing ◽

10.1109/cisp.2010.5648022 ◽

2010 ◽

Author(s):

Feng Zhu ◽

Yuqing Song ◽

Jianmei Chen

Keyword(s):

Image Segmentation ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Spatial Information ◽

Gaussian Mixture ◽

Mr Image ◽

Mr Image Segmentation

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Fuzzy Local Gaussian Mixture Model for Brain MR Image Segmentation

IEEE Transactions on Information Technology in Biomedicine ◽

10.1109/titb.2012.2185852 ◽

2012 ◽

Vol 16 (3) ◽

pp. 339-347 ◽

Author(s):

Zexuan Ji ◽

Yong Xia ◽

Quansen Sun ◽

Qiang Chen ◽

Deshen Xia ◽

...

Keyword(s):

Image Segmentation ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Mr Image ◽

Mr Image Segmentation

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