Title :
An experiment on texture segmentation using modulated wavelets
Author :
Hsin, Hsi-Chin ; Li, Ching-Chung
Author_Institution :
Dept. of Electr. Eng., Pittsburgh Univ., PA, USA
Abstract :
A study on image texture segmentation is presented, utilizing the multichannel amplitude responses. The multichannel filters are designed through the use of a modulated “wavelet” multiresolution decomposition, providing both spatial frequency and orientation selectivity. The potential of this approach is shown by experimental results
Keywords :
filtering theory; image segmentation; image texture; wavelet transforms; image segmentation; modulated wavelets; multichannel amplitude responses; multichannel filters; multiresolution decomposition; orientation selectivity; spatial frequency; texture segmentation; Amplitude modulation; Energy resolution; Frequency; Gabor filters; Image resolution; Image segmentation; Multiresolution analysis; Signal resolution; Spatial resolution; Wavelet transforms;
Conference_Titel :
Systems, Man and Cybernetics, 1993. 'Systems Engineering in the Service of Humans', Conference Proceedings., International Conference on
Conference_Location :
Le Touquet
Print_ISBN :
0-7803-0911-1
DOI :
10.1109/ICSMC.1993.390768
