Mixed principal-component-analysis/independent-component-analysis transform for hyperspectral image analysis

Jing Wang

doi:10.1117/1.2759225

Mixed principal-component-analysis/independent-component-analysis transform for hyperspectral image analysis

Optical Engineering ◽

10.1117/1.2759225 ◽

2007 ◽

Vol 46 (7) ◽

pp. 077006 ◽

Cited By ~ 3

Author(s):

Jing Wang

Keyword(s):

Principal Component Analysis ◽

Image Analysis ◽

Independent Component Analysis ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Image Analysis

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Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2005.863297 ◽

2006 ◽

Vol 44 (6) ◽

pp. 1586-1600 ◽

Cited By ~ 352

Author(s):

Jing Wang ◽

Chein-I Chang

Keyword(s):

Image Analysis ◽

Independent Component Analysis ◽

Dimensionality Reduction ◽

Hyperspectral Image ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Image Analysis

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Unsupervised hyperspectral image analysis using independent component analysis

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.2000.860361 ◽

2002 ◽

Cited By ~ 6

Author(s):

Shao-Shan Chiang ◽

Chein-I Chang ◽

I.W. Ginsberg

Keyword(s):

Image Analysis ◽

Independent Component Analysis ◽

Hyperspectral Image ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Image Analysis

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Morphological Principal Component Analysis for Hyperspectral Image Analysis

ISPRS International Journal of Geo-Information ◽

10.3390/ijgi5060083 ◽

2016 ◽

Vol 5 (6) ◽

pp. 83 ◽

Cited By ~ 10

Author(s):

Gianni Franchi ◽

Jesús Angulo

Keyword(s):

Principal Component Analysis ◽

Image Analysis ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Hyperspectral Image Analysis

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A comparative study of principal component analysis and independent component analysis in eddy current pulsed thermography data processing

Review of Scientific Instruments ◽

10.1063/1.4823521 ◽

2013 ◽

Vol 84 (10) ◽

pp. 104901 ◽

Cited By ~ 15

Author(s):

Libing Bai ◽

Bin Gao ◽

Shulin Tian ◽

Yuhua Cheng ◽

Yifan Chen ◽

...

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Comparative Study ◽

Data Processing ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Pulsed Thermography

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Using feature-vector based analysis, based on principal component analysis and independent component analysis, for analysing hyperspectral images

Proceedings 11th International Conference on Image Analysis and Processing ◽

10.1109/iciap.2001.957027 ◽

2002 ◽

Cited By ~ 2

Author(s):

H.H. Muhammed ◽

P. Ammenberg ◽

E. Bengtsson

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Feature Vector ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Images

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Standard Statistical Feature Analysis of Image Features for Facial Images Using Principal Component Analysis and Its Comparative Study with Independent Component Analysis

International Conference on Intelligent Computing and Smart Communication 2019 - Algorithms for Intelligent Systems ◽

10.1007/978-981-15-0633-8_104 ◽

2019 ◽

pp. 1027-1048

Author(s):

Bulbul Agrawal ◽

Shradha Dubey ◽

Manish Dixit

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Comparative Study ◽

Principal Component ◽

Component Analysis ◽

Image Features ◽

Independent Component ◽

Feature Analysis ◽

Statistical Feature ◽

Facial Images

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Cloud enhancement of NOAA multispectral images by using independent component analysis and principal component analysis for sustainable systems

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2019.01.005 ◽

2019 ◽

Vol 74 ◽

pp. 35-46 ◽

Cited By ~ 1

Author(s):

T. Venkatakrishnamoorthy ◽

G. Umamaheswara Reddy

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Multispectral Images ◽

Sustainable Systems

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Dimensional contraction by principal component analysis as preprocessing for independent component analysis at MCG

Biomedical Engineering Letters ◽

10.1007/s13534-017-0024-5 ◽

2017 ◽

Vol 7 (3) ◽

pp. 221-227 ◽

Cited By ~ 3

Author(s):

M. Iwai ◽

K. Kobayashi

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Independent Component

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Gaussian and non-Gaussian Double Subspace Statistical Process Monitoring Based on Principal Component Analysis and Independent Component Analysis

Industrial & Engineering Chemistry Research ◽

10.1021/ie5025358 ◽

2015 ◽

Vol 54 (3) ◽

pp. 1015-1027 ◽

Cited By ~ 26

Author(s):

Jian Huang ◽

Xuefeng Yan

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Statistical Process ◽

Non Gaussian ◽

Statistical Process Monitoring

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Modeling multivariable hydrological series: Principal component analysis or independent component analysis?

Water Resources Research ◽

10.1029/2006wr005617 ◽

2007 ◽

Vol 43 (6) ◽

Cited By ~ 44

Author(s):

Seth Westra ◽

Casey Brown ◽

Upmanu Lall ◽

Ashish Sharma

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Independent Component

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