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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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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Spectral-Spatial Hyperspectral Image Classification based on Randomized Singular Value Decomposition and 3-Dimensional Discrete Wavelet Transform

International Journal of Computer Applications ◽

10.5120/ijca2018916753 ◽

2018 ◽

Vol 180 (30) ◽

pp. 1-10

Author(s):

M. AbdelFattah ◽

L. F. ◽

R. El-khoribi

Keyword(s):

Wavelet Transform ◽

Singular Value Decomposition ◽

Discrete Wavelet Transform ◽

Image Classification ◽

Hyperspectral Image ◽

Singular Value ◽

Discrete Wavelet ◽

Hyperspectral Image Classification ◽

3 Dimensional ◽

Value Decomposition

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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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An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2020.2990407 ◽

2020 ◽

pp. 1-5 ◽

Author(s):

Xiangyong Cao ◽

Jing Yao ◽

Xueyang Fu ◽

Haixia Bi ◽

Danfeng Hong

Keyword(s):

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Image Classification ◽

Hyperspectral Image ◽

Discrete Wavelet ◽

Hyperspectral Image Classification

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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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Detection of cancerous masses for screening mammography using discrete wavelet transform-based multiresolution Markov random field

Journal of Digital Imaging ◽

10.1007/bf03168746 ◽

1999 ◽

Vol 12 (S1) ◽

pp. 18-23 ◽

Author(s):

Lei Zheng ◽

Andrew K. Chan ◽

Gary McCord ◽

Steve Wu ◽

J. Steve Liu

Keyword(s):

Wavelet Transform ◽

Random Field ◽

Discrete Wavelet Transform ◽

Markov Random Field ◽

Screening Mammography ◽

Discrete Wavelet ◽

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Polarimetric SAR Image Semantic Segmentation With 3D Discrete Wavelet Transform and Markov Random Field

IEEE Transactions on Image Processing ◽

10.1109/tip.2020.2992177 ◽

2020 ◽

Vol 29 ◽

pp. 6601-6614

Author(s):

Haixia Bi ◽

Lin Xu ◽

Xiangyong Cao ◽

Yong Xue ◽

Zongben Xu

Keyword(s):

Wavelet Transform ◽

Random Field ◽

Discrete Wavelet Transform ◽

Markov Random Field ◽

Semantic Segmentation ◽

Discrete Wavelet ◽

Sar Image ◽

Polarimetric Sar ◽

Markov Random ◽

3D Discrete Wavelet Transform

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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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