An Advanced Superpixel-Based Markov Random Field Model for Unsupervised Change Detection

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2948660 ◽

2020 ◽

Vol 17 (8) ◽

pp. 1401-1405 ◽

Author(s):

Ming Hao ◽

Mengchao Zhou ◽

Jian Jin ◽

Wenzhong Shi

Keyword(s):

Change Detection ◽

Random Field ◽

Markov Random Field ◽

Field Model ◽

Random Field Model ◽

Markov Random Field Model ◽

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Unsupervised change detection of multispectral images based on spatial constraint chi-squared transform and Markov random field model

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.10.046028 ◽

2016 ◽

Vol 10 (4) ◽

pp. 046028 ◽

Author(s):

Aiye Shi ◽

Chao Wang ◽

Shaohong Shen ◽

Fengchen Huang ◽

Zhenli Ma

Keyword(s):

Change Detection ◽

Random Field ◽

Markov Random Field ◽

Field Model ◽

Multispectral Images ◽

Spatial Constraint ◽

Random Field Model ◽

Markov Random Field Model ◽

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 ◽

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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Multimodal Change Detection in Remote Sensing Images Using an Unsupervised Pixel Pairwise Based Markov Random Field Model

IEEE Transactions on Image Processing ◽

10.1109/tip.2019.2933747 ◽

2019 ◽

pp. 1-1 ◽

Author(s):

Redha Touati ◽

Max Mignotte ◽

Mohamed Dahmane

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Random Field ◽

Markov Random Field ◽

Field Model ◽

Remote Sensing Images ◽

Random Field Model ◽

Markov Random Field Model ◽

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Adaptive superpixel based Markov random field model for unsupervised change detection using remotely sensed images

Remote Sensing Letters ◽

10.1080/2150704x.2018.1470698 ◽

2018 ◽

Vol 9 (8) ◽

pp. 724-732 ◽

Author(s):

Pengfei He ◽

Wenzhong Shi ◽

Hua Zhang

Keyword(s):

Change Detection ◽

Random Field ◽

Markov Random Field ◽

Field Model ◽

Remotely Sensed ◽

Random Field Model ◽

Markov Random Field Model ◽

Markov Random ◽

Remotely Sensed Images

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A Threshold Selection Method Using Two SAR Change Detection Measures Based on the Markov Random Field Model

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2011.2166149 ◽

2012 ◽

Vol 9 (2) ◽

pp. 287-291 ◽

Author(s):

Boli Xiong ◽

Qi Chen ◽

Yongmei Jiang ◽

Gangyao Kuang

Keyword(s):

Change Detection ◽

Random Field ◽

Markov Random Field ◽

Field Model ◽

Selection Method ◽

Threshold Selection ◽

Random Field Model ◽

Markov Random Field Model ◽

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Spatio-contextual fuzzy clustering with Markov random field model for change detection in remotely sensed images

Optics & Laser Technology ◽

10.1016/j.optlastec.2013.10.003 ◽

2014 ◽

Vol 57 ◽

pp. 284-292 ◽

Author(s):

Badri Narayan Subudhi ◽

Francesca Bovolo ◽

Ashish Ghosh ◽

Lorenzo Bruzzone

Keyword(s):

Change Detection ◽

Random Field ◽

Fuzzy Clustering ◽

Markov Random Field ◽

Field Model ◽

Remotely Sensed ◽

Random Field Model ◽

Markov Random Field Model ◽

Markov Random ◽

Remotely Sensed Images

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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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Utilization of grey level co-occurrence matrix and Markov random field model for segmentation of colour textured images

Proceedings of the 2011 International Conference on Communication, Computing & Security - ICCCS '11 ◽

10.1145/1947940.1948027 ◽

2011 ◽

Author(s):

J. Mridula ◽

Dipti Patra

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Random Field Model ◽

Markov Random Field Model ◽

Markov Random ◽

Occurrence Matrix

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Image Steganography Using an Eight-Element Neighborhood Gaussian Markov Random Field Model

Digital Forensics and Watermarking - Lecture Notes in Computer Science ◽

10.1007/978-3-030-43575-2_21 ◽

2020 ◽

pp. 247-255

Author(s):

Yichen Tong ◽

Jiangqun Ni ◽

Wenkang Su

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Image Steganography ◽

Random Field Model ◽

Markov Random Field Model ◽

Gaussian Markov Random Field ◽

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