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 ◽

Download Full-text

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

Download Full-text

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

Download Full-text

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 ◽

Download Full-text

Hidden Markov Random Field and Gaussian Mixture Model Based Hidden Markov Random Field for Contour Labelling of Exudates in Diabetic Retinopathy—A Comparative Study

Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB) - Lecture Notes in Computational Vision and Biomechanics ◽

10.1007/978-3-030-00665-5_123 ◽

2019 ◽

pp. 1307-1317

Author(s):

E. Revathi Achan ◽

T. R. Swapna

Keyword(s):

Diabetic Retinopathy ◽

Comparative Study ◽

Random Field ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Markov Random Field ◽

Hidden Markov ◽

Gaussian Mixture ◽

Markov Random ◽

Hidden Markov Random Field

Download Full-text

A rural construction land extraction algorithm for UAV images based on improved Gaussian mixture model and Markov random field

2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS ◽

10.1109/igarss.2013.6723072 ◽

2013 ◽

Author(s):

Wei Wang ◽

Yunhao Chen ◽

Xuran Zhang

Keyword(s):

Random Field ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Markov Random Field ◽

Gaussian Mixture ◽

Construction Land ◽

Markov Random ◽

Extraction Algorithm ◽

Rural Construction

Download Full-text

Efficient video object segmentation based on Gaussian mixture model and Markov random field

2008 9th International Conference on Signal Processing ◽

10.1109/icosp.2008.4697298 ◽

2008 ◽

Author(s):

Zhi Liu ◽

Jiandong Gu ◽

Liquan Shen ◽

Zhaoyang Zhang

Keyword(s):

Random Field ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Markov Random Field ◽

Object Segmentation ◽

Gaussian Mixture ◽

Video Object Segmentation ◽

Video Object ◽

Markov Random ◽

Efficient Video

Download Full-text

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

Download Full-text

Automatic Segmentation of MR Brain Images Using Spatial-Varying Gaussian Mixture and Markov Random Field Approach

2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06) ◽

10.1109/cvprw.2006.38 ◽

2006 ◽

Author(s):

Zhigang Peng ◽

W. Wee ◽

Jing-Huei Lee

Keyword(s):

Random Field ◽

Markov Random Field ◽

Automatic Segmentation ◽

Gaussian Mixture ◽

Brain Images ◽

Field Approach ◽

Markov Random ◽

Mr Brain Images ◽

Download Full-text

An Automated Approach for Segmentation of Brain MR Images using Gaussian Mixture Model based Hidden Markov Random Field with Expectation Maximization

Journal of Biomedical Engineering and Medical Imaging ◽

10.14738/jbemi.24.1411 ◽

2015 ◽

Vol 2 (4) ◽

Author(s):

Saurabh A Shah ◽

Narendra C Chauhan

Keyword(s):

Random Field ◽

Gaussian Mixture Model ◽

Markov Random Field ◽

Expectation Maximization ◽

Hidden Markov ◽

Gaussian Mixture ◽

Mr Images ◽

Markov Random ◽

Hidden Markov Random Field ◽

Brain Mr Images

Download Full-text

Reservoir Lithology Determination by Hidden Markov Random Fields Based on a Gaussian Mixture Model

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2841059 ◽

2018 ◽

Vol 56 (11) ◽

pp. 6663-6673 ◽

Author(s):

Runhai Feng ◽

Stefan M. Luthi ◽

Dries Gisolf ◽

Erika Angerer

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Gaussian Mixture ◽

Download Full-text