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Proceedings Paper

New independent component analysis (ICA) method and its application to remote sensing images
Author(s): Xiaohui Zhang; Chi Hau Chen
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Paper Abstract

In this paper, a new independent component analysis (ICA) method is proposed that makes use of the higher order statistics. We name it joint cumulant ICA (JC-ICA) algorithm. It can be implemented efficiently by a neural network. Its applications in AVIRIS data and change detection are discussed. The results show the potential usage in image processing problems.

Paper Details

Date Published: 28 January 2002
PDF: 11 pages
Proc. SPIE 4541, Image and Signal Processing for Remote Sensing VII, (28 January 2002); doi: 10.1117/12.454149
Show Author Affiliations
Xiaohui Zhang, Univ. of Massachusetts/Dartmouth (United States)
Chi Hau Chen, Univ. of Massachusetts/Dartmouth (United States)

Published in SPIE Proceedings Vol. 4541:
Image and Signal Processing for Remote Sensing VII
Sebastiano Bruno Serpico, Editor(s)

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