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SVD-Based Modeling for Image Texture Classification Using Wavelet Transformation

โœ Scribed by Selvan, Srinivasan; Ramakrishnan, Srinivasan

Book ID
120600690
Publisher
IEEE
Year
2007
Tongue
English
Weight
864 KB
Volume
16
Category
Article
ISSN
1057-7149

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## Abstract This article describes a new approach for image texture classification based on curve fitting of wavelet domain singular values and probabilistic neural networks. Image textures are wavelet packet transformed and singular value decomposition is then employed on subband coefficient matri