Title :
Effects of different Gabor filters parameters on image retrieval by texture
Author :
Chen, Lianping ; Lu, Guojun ; Zhang, Dengsheng
Author_Institution :
Gippsland Sch. of Comput. & Inf. Technol., Monash Univ., Churchill, Vic., Australia
Abstract :
Gabor filter is widely used to extract texture features from images for image retrieval. A number of parameters (number of scales and orientations and filter mask size) are used in the Gabor filter. In the reported work so far, these parameters seem to be chosen without proper explanations. In this paper, we investigate the effects of different Gabor filter parameters on texture retrieval.
Keywords :
feature extraction; filtering theory; image retrieval; image texture; Gabor filters; feature extraction; filter parameters; image retrieval; image texture features; image texture retrieval; Australia; Data mining; Discrete wavelet transforms; Feature extraction; Frequency; Gabor filters; Image retrieval; Information retrieval; Information technology; Wavelet transforms;
Conference_Titel :
Multimedia Modelling Conference, 2004. Proceedings. 10th International
Print_ISBN :
0-7695-2084-7
DOI :
10.1109/MULMM.2004.1264996