Applications of Independent Component Analysis in Endmember Extraction and Abundance Quantification for Hyperspectral Imagery

J. Wang; C.-I. Chang

doi:10.1109/tgrs.2006.874135

Applications of Independent Component Analysis in Endmember Extraction and Abundance Quantification for Hyperspectral Imagery

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2006.874135 ◽

2006 ◽

Vol 44 (9) ◽

pp. 2601-2616 ◽

Cited By ~ 141

Author(s):

J. Wang ◽

C.-I. Chang

Keyword(s):

Independent Component Analysis ◽

Hyperspectral Imagery ◽

Component Analysis ◽

Independent Component ◽

Endmember Extraction

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Applications of independent component analysis (ICA) in endmember extraction and abundance quantification for hyperspectral imagery

10.1117/12.665283 ◽

2006 ◽

Author(s):

Jing Wang ◽

Chein-I Chang

Keyword(s):

Independent Component Analysis ◽

Hyperspectral Imagery ◽

Component Analysis ◽

Independent Component ◽

Endmember Extraction

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A preprocessing method based on independent component analysis with references for target detection in hyperspectral imagery

2014 International Conference on Audio, Language and Image Processing ◽

10.1109/icalip.2014.7009851 ◽

2014 ◽

Author(s):

Shuo Jin ◽

Bin Wang

Keyword(s):

Independent Component Analysis ◽

Target Detection ◽

Hyperspectral Imagery ◽

Component Analysis ◽

Independent Component ◽

Preprocessing Method

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Blind unmixing based on independent component analysis for hyperspectral imagery

JOURNAL OF INFRARED AND MILLIMETER WAVES ◽

10.3724/sp.j.1010.2011.00131 ◽

2012 ◽

Vol 30 (2) ◽

pp. 131-136 ◽

Cited By ~ 1

Author(s):

Wei XIA ◽

Bin WANG ◽

Li-Ming ZHANG

Keyword(s):

Independent Component Analysis ◽

Hyperspectral Imagery ◽

Component Analysis ◽

Independent Component

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N‐FindR method versus independent component analysis for lithological identification in hyperspectral imagery

International Journal of Remote Sensing ◽

10.1080/01431160701227679 ◽

2007 ◽

Vol 28 (23) ◽

pp. 5315-5338 ◽

Cited By ~ 10

Author(s):

C. Gomez ◽

H. Le Borgne ◽

P. Allemand ◽

C. Delacourt ◽

P. Ledru

Keyword(s):

Independent Component Analysis ◽

Hyperspectral Imagery ◽

Component Analysis ◽

Independent Component

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Independent Component Analysis for Blind Unmixing of Hyperspectral Imagery With Additional Constraints

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2010.2101609 ◽

2011 ◽

Vol 49 (6) ◽

pp. 2165-2179 ◽

Cited By ~ 29

Author(s):

Wei Xia ◽

Xuesong Liu ◽

Bin Wang ◽

Liming Zhang

Keyword(s):

Independent Component Analysis ◽

Hyperspectral Imagery ◽

Component Analysis ◽

Independent Component ◽

Additional Constraints

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Independent component analysis for hyperspectral imagery plant classification

10.1117/12.584356 ◽

2005 ◽

Cited By ~ 1

Author(s):

Peng Du ◽

Huijie Zhao ◽

Bing Zhang ◽

Lanfen Zheng

Keyword(s):

Independent Component Analysis ◽

Hyperspectral Imagery ◽

Component Analysis ◽

Independent Component

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Small target extraction based on independent component analysis for hyperspectral imagery

Geo-spatial Information Science ◽

10.1007/bf02826934 ◽

2006 ◽

Vol 9 (2) ◽

pp. 103-107 ◽

Cited By ~ 6

Author(s):

Lu Wei ◽

Yu Xuchu

Keyword(s):

Independent Component Analysis ◽

Hyperspectral Imagery ◽

Component Analysis ◽

Independent Component ◽

Small Target ◽

Target Extraction

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Abundance quantification by independent component analysis of hyperspectral imagery for oil spill coverage calculation

Chinese Journal of Oceanology and Limnology ◽

10.1007/s00343-017-5301-8 ◽

2016 ◽

Vol 35 (4) ◽

pp. 978-986

Author(s):

Zhongzhi Han ◽

Jianhua Wan ◽

Jie Zhang ◽

Hande Zhang

Keyword(s):

Independent Component Analysis ◽

Oil Spill ◽

Hyperspectral Imagery ◽

Component Analysis ◽

Independent Component

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Target Detection Approach for Hyperspectral Imagery Based on Independent Component Analysis and Local Singularity

2009 Fifth International Conference on Natural Computation ◽

10.1109/icnc.2009.605 ◽

2009 ◽

Cited By ~ 2

Author(s):

Junping Zhang ◽

Fengyang Zhu

Keyword(s):

Independent Component Analysis ◽

Target Detection ◽

Hyperspectral Imagery ◽

Component Analysis ◽

Independent Component ◽

Detection Approach ◽

Local Singularity

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Classification of Defect Spatial Signatures Using Independent Component Analysis and Estimation of Process / Tool Malfunctions Using χ2 Test and Exact Test

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.129.663 ◽

2009 ◽

Vol 129 (4) ◽

pp. 663-670

Author(s):

Eiji Yamada ◽

Katsuki Imai ◽

Tetsuro Toyoshima

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Exact Test

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