Two-Level Band Selection Framework for Hyperspectral Image Classification

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-020-01262-w ◽

2020 ◽

Author(s):

Munmun Baisantry ◽

Anil Kumar Sao ◽

Dericks Praise Shukla

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

Selection Framework

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A Joint Landscape Metric and Error Image Approach to Unsupervised Band Selection for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3072948 ◽

2021 ◽

pp. 1-5

Author(s):

Peichao Gao ◽

Hong Zhang ◽

Zhiwei Wu ◽

Jicheng Wang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

Landscape Metric ◽

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Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3067096 ◽

2021 ◽

pp. 1-14

Author(s):

Lichao Mou ◽

Sudipan Saha ◽

Yuansheng Hua ◽

Francesca Bovolo ◽

Lorenzo Bruzzone ◽

...

Keyword(s):

Reinforcement Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification

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Semisupervised Band Selection With Graph Optimization for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3037746 ◽

2020 ◽

pp. 1-14

Author(s):

Fang He ◽

Feiping Nie ◽

Rong Wang ◽

Weimin Jia ◽

Fenggan Zhang ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

Graph Optimization

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Hyperspectral Image Classification Based on Class Confusion Merging and Soft Band Selection

10.1109/igarss47720.2021.9553136 ◽

2021 ◽

Author(s):

Xinyuan Miao ◽

Ye Zhang ◽

Junping Zhang ◽

Xuejian Liang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification

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Unsupervised band selection based on artificial bee colony algorithm for hyperspectral image classification

Applied Soft Computing ◽

10.1016/j.asoc.2018.11.014 ◽

2019 ◽

Vol 75 ◽

pp. 428-440 ◽

Author(s):

Fuding Xie ◽

Fangfei Li ◽

Cunkuan Lei ◽

Jun Yang ◽

Yong Zhang

Keyword(s):

Image Classification ◽

Artificial Bee Colony Algorithm ◽

Artificial Bee Colony ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

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Hyperspectral image classification by second generation wavelet based on adaptive band selection

IEEE International Conference Mechatronics and Automation, 2005 ◽

10.1109/icma.2005.1626719 ◽

2006 ◽

Author(s):

Chunhong Liu ◽

Chunhui Zhao ◽

Wanhai Chen

Keyword(s):

Image Classification ◽

Second Generation ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

Second Generation Wavelet

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A comparative analysis of band selection techniques for hyperspectral image classification

2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2) ◽

10.1109/ic4me247184.2019.9036587 ◽

2019 ◽

Author(s):

Md. Rifaet Ullah ◽

Md. Al Mehedi Hasan ◽

Julia Rahman ◽

Md. Khaled Ben Islam

Keyword(s):

Comparative Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification

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Class Information-Based Band Selection for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2920891 ◽

2019 ◽

Vol 57 (11) ◽

pp. 8394-8416 ◽

Author(s):

Meiping Song ◽

Xiaodi Shang ◽

Yulei Wang ◽

Chunyan Yu ◽

Chein-I Chang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

Class Information ◽

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Unsupervised band selection based on weighted information entropy and 3D discrete cosine transform for hyperspectral image classification

International Journal of Remote Sensing ◽

10.1080/01431161.2019.1711242 ◽

2020 ◽

Vol 41 (10) ◽

pp. 3948-3969 ◽

Author(s):

Shrutika S. Sawant ◽

Prabukumar Manoharan

Keyword(s):

Image Classification ◽

Discrete Cosine Transform ◽

Information Entropy ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

Cosine Transform

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Partial informational correlation-based band selection for hyperspectral image classification

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.13.046505 ◽

2019 ◽

Vol 13 (04) ◽

pp. 1 ◽

Author(s):

Subir Paul ◽

Dasika Nagesh Kumar

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

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