Calculating the similarity of textures using wavelet scale relationships

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Title Calculating the similarity of textures using wavelet scale relationships
Author Busch, Andrew William; Boles, Wageeh W.; Sridharan, Sridha
Editor Brian C. Lovell, Duncan A. Campbell, Clinton B. Fookes & Anthony J. Maeder
Year Published 2003
Place of publication Brisbane, QLD Australia
Publisher Queensland University of Technology
Abstract Texture is an important property of many types of images, and has been widely used in a number of applications to describe, classify and index images. In this paper, we propose a technique for characterising texture by modelling the relationships between the high and low frequency bands of its wavelet decomposition, which have been experimentally shown to provide information which is not available when considering such bands independently. A similarity measure using the recently proposed earth mover's distance is formulated, and the results of using this measure for retrieval of textures from a database are presented.
Peer Reviewed Yes
Published Yes
Publisher URI http://www.aprs.org.au/anziis2003/Welcome.html
ISBN 1-74107-039-2
Publication Title ANZIIS 2003 : Proceedings of the Eighth Australian and New Zealand Intelligent Information Systems Conference
Conference name Eighth Australian and New Zealand Intelligent Information Systems Conference
Location Sydney, NSW, Australia
Date From 2003-12-10
Date To 2003-12-12
URI http://hdl.handle.net/10072/16718
Date Accessioned 2006-07-10
Date Available 2009-01-16T06:22:11Z
Language en_AU
Research Centre Centre for Wireless Monitoring and Applications
Faculty Faculty of Engineering and Information Technology
Subject PRE2009-Computer Vision; PRE2009-Image Processing
Publication Type Conference Publications (Full Written Paper - Refereed)
Publication Type Code e1x

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