A generalized orthogonal subspace projection approach to unsupervised multispectral image classification

Chein-I Chang; H. Ren

doi:10.1109/36.885199

A generalized orthogonal subspace projection approach to unsupervised multispectral image classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/36.885199 ◽

2000 ◽

Vol 38 (6) ◽

pp. 2515-2528 ◽

Cited By ~ 61

Author(s):

Chein-I Chang ◽

H. Ren

Keyword(s):

Image Classification ◽

Multispectral Image ◽

Subspace Projection ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Projection Approach ◽

Generalized Orthogonal

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Generalized orthogonal subspace projection approach to multispectral image classification

10.1117/12.331896 ◽

1998 ◽

Cited By ~ 4

Author(s):

Hsuan Ren ◽

Chein-I Chang

Keyword(s):

Image Classification ◽

Multispectral Image ◽

Subspace Projection ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Projection Approach ◽

Generalized Orthogonal

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Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/36.298007 ◽

1994 ◽

Vol 32 (4) ◽

pp. 779-785 ◽

Cited By ~ 927

Author(s):

J.C. Harsanyi ◽

C.-I. Chang

Keyword(s):

Dimensionality Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Subspace Projection ◽

Hyperspectral Image Classification ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Projection Approach

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Unsupervised orthogonal subspace projection approach to magnetic resonance image classification

Optical Engineering ◽

10.1117/1.1479710 ◽

2002 ◽

Vol 41 (7) ◽

pp. 1546 ◽

Cited By ~ 21

Author(s):

Clayton Chi-Chang Chen

Keyword(s):

Magnetic Resonance ◽

Image Classification ◽

Magnetic Resonance Image ◽

Subspace Projection ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Projection Approach

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Orthogonal subspace projection approach to finding signal sources in hyperspectral imagery

10.1117/12.852757 ◽

2010 ◽

Author(s):

Xiaoli Jiao ◽

Chein-I Chang ◽

Yingzi Du

Keyword(s):

Hyperspectral Imagery ◽

Subspace Projection ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Projection Approach ◽

Signal Sources

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Rock types detection and classification through the use of orthogonal subspace projection approach

Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. ◽

10.1109/igarss.2005.1525677 ◽

2005 ◽

Author(s):

Qinjun Wang ◽

Qizhong Lin

Keyword(s):

Subspace Projection ◽

Rock Types ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Projection Approach

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Maximum orthogonal subspace projection approach to estimating the number of spectral signal sources in hyperspectral imagery

10.1117/12.861620 ◽

2010 ◽

Author(s):

Wei Xiong ◽

Ching Tsorng Tsai ◽

Ching Wen Yang ◽

Chein-I Chang

Keyword(s):

Hyperspectral Imagery ◽

Subspace Projection ◽

Spectral Signal ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Projection Approach ◽

Signal Sources

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Maximum Orthogonal Subspace Projection Approach to Estimating the Number of Spectral Signal Sources in Hyperspectral Imagery

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2011.2134068 ◽

2011 ◽

Vol 5 (3) ◽

pp. 504-520 ◽

Cited By ~ 44

Author(s):

Chein-I Chang ◽

Wei Xiong ◽

Hsian-Min Chen ◽

Jyh-Wen Chai

Keyword(s):

Hyperspectral Imagery ◽

Subspace Projection ◽

Spectral Signal ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Projection Approach ◽

Signal Sources

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Band-Specified Virtual Dimensionality for Band Selection: An Orthogonal Subspace Projection Approach

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2017.2784372 ◽

2018 ◽

Vol 56 (5) ◽

pp. 2822-2832 ◽

Cited By ~ 10

Author(s):

Chunyan Yu ◽

Li-Chien Lee ◽

Chein-I Chang ◽

Bai Xue ◽

Meiping Song ◽

...

Keyword(s):

Band Selection ◽

Subspace Projection ◽

Virtual Dimensionality ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Projection Approach

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A posteriori least squares orthogonal subspace projection approach to desired signature extraction and detection

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/36.551941 ◽

1997 ◽

Vol 35 (1) ◽

pp. 127-139 ◽

Cited By ~ 64

Author(s):

Te-Ming Tu ◽

Chin-Hsing Chen ◽

Chein-I Chang

Keyword(s):

Least Squares ◽

A Posteriori ◽

Subspace Projection ◽

Signature Extraction ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Projection Approach

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Error analysis for band generation process in generalized orthogonal subspace projection

Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. ◽

10.1109/igarss.2005.1525734 ◽

2005 ◽

Cited By ~ 1

Author(s):

Hsuan Ren ◽

Yang-Lang Chang

Keyword(s):

Error Analysis ◽

Generation Process ◽

Subspace Projection ◽

Orthogonal Subspace ◽

Orthogonal Subspace Projection ◽

Generalized Orthogonal

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