Dimensionality Reduction of Hyperspectral Images for Classification using Randomized Independent Component Analysis

2018 5th International Conference on Signal Processing and Integrated Networks (SPIN) ◽

10.1109/spin.2018.8474266 ◽

2018 ◽

Author(s):

Chippy Jayaprakash ◽

Bharath Bhushan Damodaran ◽

Sowmya V. ◽

K.P. Soman

Keyword(s):

Independent Component Analysis ◽

Dimensionality Reduction ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Images

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Dimensionality Reduction of Hyperspectral Images for Color Display using Segmented Independent Component Analysis

2007 IEEE International Conference on Image Processing ◽

10.1109/icip.2007.4379963 ◽

2007 ◽

Cited By ~ 1

Author(s):

Yingxuan Zhu ◽

Pramod K. Varshney ◽

Hao Chen

Keyword(s):

Independent Component Analysis ◽

Dimensionality Reduction ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Images ◽

Color Display

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Independent component analysis as a tool for the dimensionality reduction and the representation of hyperspectral images

IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217) ◽

10.1109/igarss.2001.978197 ◽

2002 ◽

Cited By ~ 21

Author(s):

M. Lennon ◽

G. Mercier ◽

M.C. Mouchot ◽

L. Hubert-Moy

Keyword(s):

Independent Component Analysis ◽

Dimensionality Reduction ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Images

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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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Spectral unmixing of hyperspectral images with the independent component analysis and wavelet packets

IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217) ◽

10.1109/igarss.2001.978198 ◽

2002 ◽

Cited By ~ 13

Author(s):

M. Lennon ◽

G. Mercier ◽

M.C. Mouchot ◽

L. Hubert-Moy

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Spectral Unmixing ◽

Independent Component ◽

Hyperspectral Images ◽

Wavelet Packets

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Independent Component Analysis-Based Estimation of Anomaly Abundances in Hyperspectral Images

Advanced Concepts for Intelligent Vision Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-540-74607-2_15 ◽

2007 ◽

pp. 168-177

Author(s):

Alexis Huck ◽

Mireille Guillaume

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Images

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Independent component analysis based on improved quantum genetic algorithm: application in hyperspectral images

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

10.1109/igarss.2005.1525875 ◽

2005 ◽

Cited By ~ 1

Author(s):

Na Li ◽

Peng Du ◽

Huijie Zhao

Keyword(s):

Genetic Algorithm ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Images ◽

Quantum Genetic Algorithm

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Identification of Suspicious Semiconductor Devices Using Independent Component Analysis with Dimensionality Reduction

2019 30th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) ◽

10.1109/asmc.2019.8791825 ◽

2019 ◽

Author(s):

Jenny Bartholomaus ◽

Swen Wunderlich ◽

Zoltan Sasvari

Keyword(s):

Independent Component Analysis ◽

Dimensionality Reduction ◽

Semiconductor Devices ◽

Component Analysis ◽

Independent Component

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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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Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2010.2091253 ◽

2011 ◽

Vol 8 (3) ◽

pp. 542-546 ◽

Cited By ~ 235

Author(s):

Mauro Dalla Mura ◽

Alberto Villa ◽

Jon Atli Benediktsson ◽

Jocelyn Chanussot ◽

Lorenzo Bruzzone

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Images ◽

Morphological Attribute

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Unsupervised signature extraction and separation in hyperspectral images: a noise-adjusted fast independent component analysis approach

Optical Engineering ◽

10.1117/1.602461 ◽

2000 ◽

Vol 39 (4) ◽

pp. 897 ◽

Cited By ~ 46

Author(s):

Te-Ming Tu

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Images ◽

Analysis Approach ◽

Signature Extraction ◽

Extraction And Separation ◽

Fast Independent Component Analysis

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