Adaptive multiresolution Hermite-binomial filters for image edge and texture analysis

Irene Yu-Hua Gu

doi:10.1117/12.186018

16 September 1994 Adaptive multiresolution Hermite-binomial filters for image edge and texture analysis

Irene Yu-Hua Gu

Proceedings Volume 2308, Visual Communications and Image Processing '94; (1994) https://doi.org/10.1117/12.186018
Event: Visual Communications and Image Processing '94, 1994, Chicago, IL, United States

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.

Citation Download Citation

Irene Yu-Hua Gu "Adaptive multiresolution Hermite-binomial filters for image edge and texture analysis", Proc. SPIE 2308, Visual Communications and Image Processing '94, (16 September 1994); https://doi.org/10.1117/12.186018

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