DocumentCode
3435884
Title
Integration of feature distributions for colour texture segmentation
Author
Nammalwar, Padmapriya ; Ghita, Ovidiu ; Whelan, Paul F.
Author_Institution
Sch. of Electron. Eng., Dublin City Univ., Ireland
Volume
1
fYear
2004
fDate
23-26 Aug. 2004
Firstpage
716
Abstract
This paper proposes a new framework for colour texture segmentation and determines the contribution of colour and texture. The distributions of colour and texture features provides the discrimination between different colour textured regions in an image. The proposed method was tested using different mosaic and natural images. From the results, it is evident that the incorporation of colour information enhanced the colour texture segmentation and the developed framework is effective.
Keywords
feature extraction; image colour analysis; image enhancement; image segmentation; image texture; statistical distributions; colour distributions; colour texture segmentation; feature distributions; image enhancement; mosaic images; natural images; statistical distributions; Clustering algorithms; Color; Data mining; Feature extraction; Image segmentation; Iterative algorithms; Large-scale systems; Machine vision; Statistical distributions; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
ISSN
1051-4651
Print_ISBN
0-7695-2128-2
Type
conf
DOI
10.1109/ICPR.2004.1334283
Filename
1334283
Link To Document