Independent component analysis to hyperspectral image classification

Mapping Intimacies ◽

10.1117/12.557129 ◽

2004 ◽

Cited By ~ 2

Author(s):

Qian Du

Keyword(s):

Independent Component Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Image Classification

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Discriminant independent component analysis for hyperspectral image classification

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/403/1/012059 ◽

2018 ◽

Vol 403 ◽

pp. 012059

Author(s):

Murinto ◽

N R D P Astuti

Keyword(s):

Independent Component Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Image Classification

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Dataset feature reduction using independent component analysis with contrast function of particle swarm optimization on hyperspectral image classification

2016 2nd International Conference on Science in Information Technology (ICSITech) ◽

10.1109/icsitech.2016.7852649 ◽

2016 ◽

Cited By ~ 1

Author(s):

Murinto ◽

Agus Harjoko

Keyword(s):

Particle Swarm Optimization ◽

Independent Component Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Component Analysis ◽

Feature Reduction ◽

Independent Component ◽

Hyperspectral Image Classification ◽

Swarm Optimization ◽

Contrast Function

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A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2014.2329792 ◽

2014 ◽

Vol 7 (6) ◽

pp. 2183-2199 ◽

Cited By ~ 28

Author(s):

Nicola Falco ◽

Jon Atli Benediktsson ◽

Lorenzo Bruzzone

Keyword(s):

Independent Component Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Image Classification

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Randomized independent component analysis and linear discriminant analysis dimensionality reduction methods for hyperspectral image classification

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.14.036507 ◽

2020 ◽

Vol 14 (03) ◽

pp. 1

Author(s):

Chippy Jayaprakash ◽

Bharath Bhushan Damodaran ◽

Sowmya Viswanathan ◽

Kutti Padannayil Soman

Keyword(s):

Discriminant Analysis ◽

Independent Component Analysis ◽

Dimensionality Reduction ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Independent Component ◽

Hyperspectral Image Classification ◽

Linear Discriminant ◽

Reduction Methods

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Independent Component Discriminant Analysis for hyperspectral image classification

2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing ◽

10.1109/whispers.2010.5594853 ◽

2010 ◽

Cited By ~ 3

Author(s):

A Villa ◽

J A Benediktsson ◽

J Chanussot ◽

C Jutten

Keyword(s):

Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Independent Component ◽

Hyperspectral Image Classification

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A Two-Branch Network Combined With Robust Principal Component Analysis for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2020.3013707 ◽

2020 ◽

pp. 1-5

Author(s):

Caihong Mu ◽

Qize Zeng ◽

Yi Liu ◽

Yi Qu

Keyword(s):

Principal Component Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Hyperspectral Image Classification ◽

Robust Principal Component Analysis

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Hyperspectral image anomaly detecting based on kernel independent component analysis

Fourth Seminar on Novel Optoelectronic Detection Technology and Application ◽

10.1117/12.2309936 ◽

2018 ◽

Author(s):

Shang-Zhen Song ◽

Hanlin Qin ◽

Huixin Zhou ◽

Kun Qian ◽

Kuanhong Cheng ◽

...

Keyword(s):

Independent Component Analysis ◽

Hyperspectral Image ◽

Component Analysis ◽

Independent Component ◽

Kernel Independent Component Analysis

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Generalized N-dimensional independent component analysis and its application to multiple feature selection and fusion for image classification

Neurocomputing ◽

10.1016/j.neucom.2012.09.020 ◽

2013 ◽

Vol 103 ◽

pp. 186-197 ◽

Cited By ~ 5

Author(s):

Danni Ai ◽

Guifang Duan ◽

Xianhua Han ◽

Yen-Wei Chen

Keyword(s):

Feature Selection ◽

Independent Component Analysis ◽

Image Classification ◽

Component Analysis ◽

Independent Component ◽

Multiple Feature

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Independent component analysis for sea ice SAR image classification

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

10.1109/igarss.2001.976810 ◽

2002 ◽

Cited By ~ 6

Author(s):

J. Karvonen ◽

M. Simila

Keyword(s):

Independent Component Analysis ◽

Sea Ice ◽

Image Classification ◽

Component Analysis ◽

Independent Component ◽

Sar Image

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Independent component analysis for remotely sensed image classification with limited data dimensionality

10.1117/12.541924 ◽

2004 ◽

Author(s):

Qian Du ◽

Ivica Kopriva ◽

Harold H. Szu ◽

James R. Buss

Keyword(s):

Independent Component Analysis ◽

Image Classification ◽

Component Analysis ◽

Remotely Sensed ◽

Independent Component ◽

Limited Data ◽

Remotely Sensed Image

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