Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/16528
Appears in Collections:Computing Science and Mathematics Journal Articles
Peer Review Status: Refereed
Title: Texture Recognition by Fusion of Optimized Moment Based and Gabor Energy Features
Authors: Qaiser, Naeem
Hussain, Mutawarra
Hussain, Amir
Qaiser, Nadeem
Contact Email: amir.hussain@stir.ac.uk
Keywords: Moment based texture features
Gabor energy features
Texture classification
Fisher’s criterion Texture Segmentation
Fusion
Issue Date: Feb-2008
Publisher: International Journal of Computer Science and Network Security
Citation: Qaiser N, Hussain M, Hussain A & Qaiser N (2008) Texture Recognition by Fusion of Optimized Moment Based and Gabor Energy Features, International Journal of Computer Science and Network Security, 8 (2), pp. 264-270.
Abstract: Use of a single technique for the extraction of diverse features in a texture image usually shows limited capabilities for texture description. Texture features extracted using different techniques can be merged in an attempt to enhance their texture description capability. This paper explores the fusion of optimized moment and Gabor energy texture features. The Fisher linear discriminant analysis is used to show that the discrimination effectiveness of the features increases as a result of the proposed fusion. Preliminary simulation results have been validated experimentally through the classification and segmentation of real texture images.
Type: Journal Article
URI: http://hdl.handle.net/1893/16528
URL: http://paper.ijcsns.org/07_book/200802/20080236.pdf
Rights: The publisher has not yet responded to our queries therefore this work cannot be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study.
Affiliation: Pakistan Institute of Engineering and Applied Sciences
Pakistan Institute of Engineering and Applied Sciences
Computing Science - CSM Dept
Pakistan Institute of Engineering and Applied Sciences

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