DocumentCode
2547004
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
fYear
2004
fDate
5-7 Jan. 2004
Firstpage
273
Lastpage
278
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Modelling Conference, 2004. Proceedings. 10th International
Print_ISBN
0-7695-2084-7
Type
conf
DOI
10.1109/MULMM.2004.1264996
Filename
1264996
Link To Document