Title :
Wavelets for a vision
Author :
Mallat, Stepwane
Author_Institution :
Courant Inst. of Math. Sci., New York Univ., NY, USA
fDate :
4/1/1996 12:00:00 AM
Abstract :
Early on, computer vision researchers have realized that multiscale transforms are important to analyze the information content of images. The wavelet theory gives a stable mathematical foundation to understand the properties of such multiscale algorithms. This tutorial describes major applications to multiresolution search, multiscale edge detection, and texture discrimination
Keywords :
computer vision; edge detection; image texture; signal resolution; wavelet transforms; computer vision; image information content; multiresolution search; multiscale algorithms; multiscale edge detection; multiscale transforms; texture discrimination; wavelet theory; Application software; Computer vision; Humans; Image edge detection; Image recognition; Image resolution; Image segmentation; Image texture analysis; Retina; Wavelet transforms;
Journal_Title :
Proceedings of the IEEE
