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Proceedings Paper

Adaptive multiresolution Hermite-binomial filters for image edge and texture analysis
Author(s): Irene Yu-Hua Gu
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Paper Abstract

A new multiresolution image analysis approach using adaptive Hermite-Binomial filters is presented in this paper. According to the local image structural and textural properties, the analysis filter kernels are made adaptive both in their scales and orders. Applications of such an adaptive filtering approach, including image texture resolution analysis, multiscaled image edge curve estimation and adaptive edge-texture-based image compression, are then presented. Simulation results on image texture resolution and edge curve estimation as well as image compression are included.

Paper Details

Date Published: 16 September 1994
PDF: 12 pages
Proc. SPIE 2308, Visual Communications and Image Processing '94, (16 September 1994); doi: 10.1117/12.186018
Show Author Affiliations
Irene Yu-Hua Gu, Staffordshire Univ. (United Kingdom)


Published in SPIE Proceedings Vol. 2308:
Visual Communications and Image Processing '94
Aggelos K. Katsaggelos, Editor(s)

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