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Proceedings Paper

Singular value features of images
Author(s): Jingxin Zhang; Jim Schroeder; Tristrom Cooke; Nicholas J. Reddings; Tahong Tang
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Paper Abstract

This paper presents the preliminary results of our investigation on using singular value decomposition transform to extract effective image features. It proposes using the singular values of subimages to discriminate different classes of imagery. The proposed new features have been very effective when applied to target detection and background discrimination in low resolution SAR imagery.

Paper Details

Date Published: 30 May 2000
PDF: 9 pages
Proc. SPIE 4067, Visual Communications and Image Processing 2000, (30 May 2000); doi: 10.1117/12.386691
Show Author Affiliations
Jingxin Zhang, Cooperative Research Ctr. for Sensor Signal and Information Processing (Australia)
Jim Schroeder, Cooperative Research Ctr. for Sensor Signal and Information Processing (Australia)
Tristrom Cooke, Cooperative Research Ctr. for Sensor Signal and Information Processing (Australia)
Nicholas J. Reddings, Defence Science Technology Organisation (Australia)
Tahong Tang, Cooperative Research Ctr. for Sensor Signal and Information Processing (Australia)


Published in SPIE Proceedings Vol. 4067:
Visual Communications and Image Processing 2000
King N. Ngan; Thomas Sikora; Ming-Ting Sun, Editor(s)

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