Robust Regression-Based Markov Random Field for Hyperspectral Image Classification

IEEE Access ◽

10.1109/access.2019.2891938 ◽

2019 ◽

Vol 7 ◽

pp. 11868-11881 ◽

Author(s):

Tianming Zhan ◽

Minghua Wan ◽

Le Sun ◽

Yang Xu ◽

Guowei Yang ◽

...

Keyword(s):

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Robust Regression ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

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Integration of 3-Dimensional-Convolutional Neural Network and Markov Random Field for Hyperspectral Image Classification

10.1109/ictai53825.2021.9673403 ◽

2021 ◽

Author(s):

M Preethi ◽

C. Velayutham ◽

S. Arumugaperumal

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

3 Dimensional ◽

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Semi-supervised hyperspectral image classification based on a Markov random field and sparse multinomial logistic regression

2009 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2009.5417892 ◽

2009 ◽

Author(s):

Jun Li ◽

Jose M. Bioucas-Dias ◽

Antonio Plaza

Keyword(s):

Logistic Regression ◽

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Hyperspectral Image ◽

Multinomial Logistic Regression ◽

Hyperspectral Image Classification ◽

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Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification

Neurocomputing ◽

10.1016/j.neucom.2016.11.034 ◽

2017 ◽

Vol 226 ◽

pp. 90-100 ◽

Author(s):

Xiangyong Cao ◽

Lin Xu ◽

Deyu Meng ◽

Qian Zhao ◽

Zongben Xu

Keyword(s):

Wavelet Transform ◽

Random Field ◽

Discrete Wavelet Transform ◽

Image Classification ◽

Markov Random Field ◽

Hyperspectral Image ◽

Discrete Wavelet ◽

Hyperspectral Image Classification ◽

3 Dimensional ◽

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Multifeature Hyperspectral Image Classification With Local and Nonlocal Spatial Information via Markov Random Field in Semantic Space

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2017.2762593 ◽

2018 ◽

Vol 56 (3) ◽

pp. 1409-1424 ◽

Author(s):

Xiangrong Zhang ◽

Zeyu Gao ◽

Licheng Jiao ◽

Huiyu Zhou

Keyword(s):

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Spatial Information ◽

Hyperspectral Image ◽

Semantic Space ◽

Hyperspectral Image Classification ◽

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Hyperspectral image classification with deep 3D capsule network and Markov random field

IET Image Processing ◽

10.1049/ipr2.12330 ◽

2021 ◽

Author(s):

Xiong Tan ◽

Zhixiang Xue ◽

Xuchu Yu ◽

Yifan Sun ◽

Kuiliang Gao

Keyword(s):

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

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Hyperspectral image classification based on deep auto-encoder and hidden Markov random field

2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) ◽

10.1109/fskd.2017.8393336 ◽

2017 ◽

Author(s):

Atif Mughees ◽

Linmi Tao

Keyword(s):

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Hyperspectral Image ◽

Hidden Markov ◽

Hyperspectral Image Classification ◽

Markov Random ◽

Hidden Markov Random Field

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Nearest regularized subspace based hyperspectral image classification with adaptive Markov Random Field and high confidence index rule

2015 IEEE International Conference on Progress in Informatics and Computing (PIC) ◽

10.1109/pic.2015.7489804 ◽

2015 ◽

Author(s):

Tianming Zhan ◽

Yang Xu ◽

Zebin Wu

Keyword(s):

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

High Confidence ◽

Markov Random ◽

Confidence Index

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Markov random field with homogeneous areas priors for hyperspectral image classification

2014 IEEE Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2014.6947218 ◽

2014 ◽

Author(s):

Yang Xu ◽

Zebin Wu ◽

Zhihui Wei

Keyword(s):

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

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Remote Sensing Image Classification Based on Markov Random Field

2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP) ◽

10.1109/icsidp47821.2019.9173036 ◽

2019 ◽

Author(s):

Tong Zhang ◽

Yin Zhuang

Keyword(s):

Remote Sensing ◽

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Remote Sensing Image ◽

Markov Random ◽

Remote Sensing Image Classification

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PolSAR image classification based on complex-valued convolutional neural network and Markov random field

Fourth International Workshop on Pattern Recognition ◽

10.1117/12.2540913 ◽

2019 ◽

Author(s):

Xianxiang Qin ◽

Wangsheng Yu ◽

Peng Wang ◽

Tianping Chen ◽

Huanxin Zou

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Markov Random ◽

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