Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/36.911111 ◽

2001 ◽

Vol 39 (3) ◽

pp. 529-545 ◽

Cited By ~ 1056

Author(s):

D.C. Heinz ◽

Chein-I-Chang

Keyword(s):

Least Squares ◽

Hyperspectral Imagery ◽

Spectral Mixture Analysis ◽

Analysis Method ◽

Mixture Analysis ◽

Constrained Least Squares ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture ◽

Fully Constrained Least Squares

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Removing vegetation using unsupervised fully constrained least squares linear spectral mixture analysis method in soils surveyed by remote sensing

10.1117/12.577983 ◽

2005 ◽

Author(s):

Hongxia Luo ◽

Huanzhuo Ye ◽

Yinghai Ke ◽

Jianping Pan ◽

Jianya Gong ◽

...

Keyword(s):

Remote Sensing ◽

Least Squares ◽

Spectral Mixture Analysis ◽

Analysis Method ◽

Mixture Analysis ◽

Constrained Least Squares ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture ◽

Fully Constrained Least Squares

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Geometric Method of Fully Constrained Least Squares Linear Spectral Mixture Analysis

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2012.2225841 ◽

2013 ◽

Vol 51 (6) ◽

pp. 3558-3566 ◽

Author(s):

Liguo Wang ◽

Danfeng Liu ◽

Qunming Wang

Keyword(s):

Least Squares ◽

Geometric Method ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Constrained Least Squares ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture ◽

Fully Constrained Least Squares

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Unsupervised fully constrained squares linear spectral mixture analysis method for multispectral imagery

IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120) ◽

10.1109/igarss.2000.857311 ◽

2002 ◽

Author(s):

D.C. Heinz ◽

Chein-I Chang

Keyword(s):

Spectral Mixture Analysis ◽

Multispectral Imagery ◽

Analysis Method ◽

Mixture Analysis ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture

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Estimation of virtual dimensionality in hyperspectral imagery by linear spectral mixture analysis

2010 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2010.5649755 ◽

2010 ◽

Author(s):

Wei Xiong ◽

Chein-I Chang ◽

Ching-Tsorng Tsai

Keyword(s):

Hyperspectral Imagery ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Virtual Dimensionality ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture

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Weighted least squares error approaches to abundance-constrained linear spectral mixture analysis

10.1117/12.604102 ◽

2005 ◽

Author(s):

Baohong Ji ◽

Chein-I Chang ◽

Janet L. Jensen ◽

James O. Jensen

Keyword(s):

Least Squares ◽

Weighted Least Squares ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture

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Accuracy Assessment of Land Cover Fraction Map Derived from Landsat 8 Imagery Using Linear Spectral Mixture Analysis Method

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/165/1/012024 ◽

2018 ◽

Vol 165 ◽

pp. 012024

Author(s):

B Susilo ◽

R Sulastri ◽

F Khikmah

Keyword(s):

Accuracy Assessment ◽

Spectral Mixture Analysis ◽

Landsat 8 ◽

Analysis Method ◽

Mixture Analysis ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture

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Extracting Impervious Surface from Hyperspectral Imagery with Linear Spectral Mixture Analysis

Remote Sensing Applications Series - Remote Sensing of Impervious Surfaces ◽

10.1201/9781420043754.ch6 ◽

2007 ◽

Author(s):

Qihao Weng ◽

Xuefei Hu ◽

Dengsheng Lu

Keyword(s):

Hyperspectral Imagery ◽

Impervious Surface ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture

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Component Analysis-Based Unsupervised Linear Spectral Mixture Analysis for Hyperspectral Imagery

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2011.2142419 ◽

2011 ◽

Vol 49 (11) ◽

pp. 4123-4137 ◽

Author(s):

Chein-I Chang ◽

Xiaoli Jiao ◽

Chao-Cheng Wu ◽

Eliza Yingzi Du ◽

Hsian-Min Chen

Keyword(s):

Hyperspectral Imagery ◽

Component Analysis ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture

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A least-squares approach to fully constrained linear spectral mixture analysis using linear inequality constraints

10.1117/12.508088 ◽

2004 ◽

Author(s):

Zhibin Sun ◽

Chein-I Chang ◽

Hsuan Ren ◽

Francis M. D"Amico ◽

James O. Jensen

Keyword(s):

Least Squares ◽

Linear Inequality ◽

Inequality Constraints ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Linear Inequality Constraints ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture ◽

Least Squares Approach

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Component analysis-based unsupervised linear spectral mixture analysis for hyperspectral imagery

2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing ◽

10.1109/whispers.2009.5289108 ◽

2009 ◽

Author(s):

Xiaoli Jiao ◽

Yingzi Du ◽

Chein-I Chang

Keyword(s):

Hyperspectral Imagery ◽

Component Analysis ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture

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