Adaptive multiresolution Hermite-binomial filters for image edge and texture analysis
Irene Yu‐Hua Gu · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1994
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.