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Integration of feature distributions for colour texture segmentation

Nammalwar, Padmapriya and Ghita, Ovidiu and Whelan, Paul F. (2004) Integration of feature distributions for colour texture segmentation. In: ICPR 2004 - 17th International Conference on Pattern Recognition, 23-26 August 2004, Cambridge, UK. ISBN 0-7695-2128-2

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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.

Item Type:Conference or Workshop Item (Paper)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:feature extraction; image colour analysis; image enhancement; image segmentation; image texture; statistical distributions;
Subjects:Computer Science > Image processing
DCU Faculties and Centres:Research Initiatives and Centres > Research Institute for Networks and Communications Engineering (RINCE)
Publisher:Institute of Electrical and Electronics Engineers
Official URL:http://dx.doi.org/10.1109/ICPR.2004.1334283
Copyright Information:©2004 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
ID Code:4640
Deposited On:02 Jul 2009 13:39 by DORAS Administrator. Last Modified 02 Jul 2009 13:39

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