Singular value features of images

Jingxin Zhang; Jim Schroeder; Tristrom Cooke; Nicholas J. Reddings; Tahong Tang

doi:10.1117/12.386691

30 May 2000 Singular value features of images

Jingxin Zhang, Jim Schroeder, Tristrom Cooke, Nicholas J. Reddings, Tahong Tang

Proceedings Volume 4067, Visual Communications and Image Processing 2000; (2000) https://doi.org/10.1117/12.386691
Event: Visual Communications and Image Processing 2000, 2000, Perth, Australia

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.

Citation Download Citation

Jingxin Zhang, Jim Schroeder, Tristrom Cooke, Nicholas J. Reddings, and Tahong Tang "Singular value features of images", Proc. SPIE 4067, Visual Communications and Image Processing 2000, (30 May 2000); https://doi.org/10.1117/12.386691

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