Classification of Hyperspectral Images Using Kernel Fully Constrained Least Squares

Jianjun Liu; Zebin Wu; Zhiyong Xiao; Jinlong Yang

doi:10.3390/ijgi6110344

Classification of Hyperspectral Images Using Kernel Fully Constrained Least Squares

ISPRS International Journal of Geo-Information ◽

10.3390/ijgi6110344 ◽

2017 ◽

Vol 6 (11) ◽

pp. 344 ◽

Cited By ~ 2

Author(s):

Jianjun Liu ◽

Zebin Wu ◽

Zhiyong Xiao ◽

Jinlong Yang

Keyword(s):

Least Squares ◽

Hyperspectral Images ◽

Constrained Least Squares ◽

Fully Constrained Least Squares

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A gradient based method for fully constrained least-squares unmixing of hyperspectral images

2011 IEEE Statistical Signal Processing Workshop (SSP) ◽

10.1109/ssp.2011.5967687 ◽

2011 ◽

Cited By ~ 3

Author(s):

Jie Chen ◽

Cedric Richard ◽

Henri Lanteri ◽

Celine Theys ◽

Paul Honeine

Keyword(s):

Least Squares ◽

Hyperspectral Images ◽

Constrained Least Squares ◽

Gradient Based ◽

Fully Constrained Least Squares

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Denoising of hyperspectral images using shearlet transform and fully constrained least squares unmixing

2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2016.8071687 ◽

2016 ◽

Author(s):

Azam Karami ◽

Rob Heylen ◽

Paul Scheunders

Keyword(s):

Least Squares ◽

Hyperspectral Images ◽

Constrained Least Squares ◽

Shearlet Transform ◽

Fully Constrained Least Squares

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Multi-resolution least-squares spectral unmixing algorithm for subpixel classification of hyperspectral images

IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477) ◽

10.1109/igarss.2003.1294254 ◽

2004 ◽

Cited By ~ 3

Author(s):

A. Barducci ◽

A. Mecocci ◽

C. Alamanno ◽

I. Pippi ◽

P. Marcoionni

Keyword(s):

Least Squares ◽

Spectral Unmixing ◽

Hyperspectral Images

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Kernel fully constrained least squares abundance estimates

2007 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2007.4423736 ◽

2007 ◽

Cited By ~ 52

Author(s):

Joshua Broadwater ◽

Rama Chellappa ◽

Amit Banerjee ◽

Philippe Burlina

Keyword(s):

Least Squares ◽

Constrained Least Squares ◽

Abundance Estimates ◽

Fully Constrained Least Squares

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Recursive unsupervised fully constrained least squares methods

2014 IEEE Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2014.6947227 ◽

2014 ◽

Cited By ~ 1

Author(s):

ShihYu Chen ◽

Yen-Chieh Ouyang ◽

Chein-I Chang

Keyword(s):

Least Squares ◽

Constrained Least Squares ◽

Fully Constrained Least Squares

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Fully constrained least-squares based linear unmixing [hyperspectral image classification]

IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293) ◽

10.1109/igarss.1999.774644 ◽

2003 ◽

Cited By ~ 26

Author(s):

D. Heinz ◽

C.-I. Chang ◽

M.L.G. Althouse

Keyword(s):

Least Squares ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Constrained Least Squares ◽

Linear Unmixing ◽

Fully Constrained Least Squares

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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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A Proposed Fully Constrained Least Squares for Solving Sparse Endmember Fractions with Linear Spectral Mixture Model

10.1109/igarss47720.2021.9553377 ◽

2021 ◽

Author(s):

Cuicui Ji ◽

Xiaosong Li ◽

Jinying Wang ◽

Maolin Chen ◽

Jianping Pan

Keyword(s):

Least Squares ◽

Mixture Model ◽

Constrained Least Squares ◽

Spectral Mixture ◽

Fully Constrained Least Squares

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Progressive endmember finding by fully constrained least squares method

2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2015.8075382 ◽

2015 ◽

Author(s):

Shih-Yu Chen ◽

Yen-Chieh Ouyang ◽

Chinsu Lin ◽

Hsian-Min Chen ◽

Cheng Gao ◽

...

Keyword(s):

Least Squares ◽

Least Squares Method ◽

Constrained Least Squares ◽

Fully Constrained Least Squares

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Fully Constrained Least Squares Linear Spectral Unmixing of The Scream (Verso, 1893)

2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers52202.2021.9484037 ◽

2021 ◽

Author(s):

Hilda Deborah ◽

Magnus Orn Ulfarsson ◽

Jakob Sigurdsson

Keyword(s):

Least Squares ◽

Spectral Unmixing ◽

Constrained Least Squares ◽

Linear Spectral Unmixing ◽

Fully Constrained Least Squares

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