Title :
The principle and evaluation method of directional selection of complex wavelet transform
Author :
Kato, Toshihiko ; Zhong Zhang ; Toda, Hiroaki ; Imamura, Takashi ; Miyake, Tetsuo
Abstract :
Previously, Discrete wavelet Transform(DWT) is well known for useful image processing method. Complex Discrete Wavelet Transform(CDWT) is one of the DWT and has the function called directional selection. This is the expected to be applied into shape and texture analysis. But the principle of directional selection is still not clear. In this paper, we consider the principle of directional selection. After that, we propose the evaluation method for directional selection based on the principle. Finally, we confirm the validity of evaluation method.
Keywords :
discrete wavelet transforms; image texture; shape recognition; CDWT; complex discrete wavelet transform; directional selection evaluation method; directional selection principle; image processing method; shape analysis; texture analysis; Abstracts; Discrete wavelet transforms; Complex Wavelet Transform; Directional Selection; Hilbert Transform; Image Processing;
Conference_Titel :
Wavelet Analysis and Pattern Recognition (ICWAPR), 2013 International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4799-0415-0
DOI :
10.1109/ICWAPR.2013.6599333