Texture classification using multi-scale scheme

Authors:
Mira Park;Jesse S. Jin;Laurence S. Wilson
Affiliations:
The University of Melbourne, Victoria, Australia;University of Sydney, NSW, Australia;Telecommunications and Industrial Physics, Epping NSW, Australia
Venue:
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
Year:
2004

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VIP '00 Selected papers from the Pan-Sydney workshop on Visualisation - Volume 2
Digital Image Processing

Digital Image Processing

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Abstract

Image segmentation by texture processing involves processing an image in sections called blocks. There are some considerable problems that can occur at the boundary of the image (or segmented object), the border between different textures in an image and any small area with high intensity against its background. This paper analyses those problems and proposes a solution using a new block operation called 'score block operation' based on multi-scale texture classification.