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

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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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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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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

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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 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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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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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

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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

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Image Haze Removal Based on Transmission Map Using Hidden Markov Random Field Model

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e97.a.1820 ◽

2014 ◽

Vol E97.A (8) ◽

pp. 1820-1822 ◽

Author(s):

Min-Hyuk LEE ◽

Oh-Seol KWON

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Hidden Markov ◽

Random Field Model ◽

Haze Removal ◽

Markov Random Field Model ◽

Markov Random ◽

Hidden Markov Random Field

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Optimal filters for a hidden Markov random field model

Mathematical and Computer Modelling ◽

10.1016/s0895-7177(00)00107-2 ◽

2000 ◽

Vol 31 (13) ◽

pp. 1-9

Author(s):

L. Aggoun ◽

L. Benkherouf ◽

A. Benmerzouga

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Hidden Markov ◽

Random Field Model ◽

Markov Random Field Model ◽

Optimal Filters ◽

Markov Random ◽

Hidden Markov Random Field

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