DocumentCode
1981560
Title
Image segmentation using Gabor filters
Author
Cavitha, C. ; Redely, V. D. Karthik ; Aishwarya, R. ; Indumathi, G.
Author_Institution
Dept. of ECE, CMR Inst. of Technol., Bangalore, India
fYear
2011
fDate
14-15 Nov. 2011
Firstpage
203
Lastpage
205
Abstract
In this project image segmentation is implemented and the features are computed over multiple spatial orientations and frequencies. A given image is passed through a bank of even symmetric Gabor filters. A clustering algorithm performs selection of these filtered images and yields segmentation. In order to simplify the results of the above process, a color label is associated with each cluster thereby making it an easier task to pursue the above approach.
Keywords
Gabor filters; filtering theory; image colour analysis; image segmentation; pattern clustering; clustering algorithm; color label; filtered image selection; image segmentation; multiple frequencies; multiple spatial orientation; symmetric Gabor filters; Clustering; Euclidian distance; Image segmentation; Smoothing; Texture;
fLanguage
English
Publisher
iet
Conference_Titel
Advances in Recent Technologies in Communication and Computing (ARTCom 2011), 3rd International Conference on
Conference_Location
Bangalore
Type
conf
DOI
10.1049/ic.2011.0080
Filename
6193569
Link To Document