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One-click Lattice Extraction From Near-regular Texture

Kevin Sookocheff
David Mould
One-click Lattice Extraction From Near-regular Texture. GRAPHITE, 2005.
Conference Paper

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Abstract

We present a method for extracting a lattice from near-regular texture. Our method demands minimal user intervention, needing a single mouse click to select a typical texton. The algorithm follows a four-step approach. First, an estimate of texton size is obtained by considering the spacing of peaks in the auto-correlation of the texture. Second, a sample of the image around the user-selected texton is correlated with the image. Third, the resulting correlation surface is converted to a map of potential texton centres using non-maximal suppression. Finally, the maxima are formed into a graph by connecting potential texton centres. We have found the method robust in the face of significant changes in pixel intensity and geometric structure between textons.


BibTeX

@inproceedings{Sookocheff:2005:OLE:1101389.1101440,
 author = {Sookocheff, Kevin and Mould, David},
 title = {One-click Lattice Extraction from Near-regular Texture},
 booktitle = {Proceedings of the 3rd International Conference on Computer Graphics and Interactive Techniques in Australasia and South East Asia},
 series = {GRAPHITE '05},
 year = {2005},
 isbn = {1-59593-201-1},
 location = {Dunedin, New Zealand},
 pages = {265--268},
 numpages = {4},
 url = {http://doi.acm.org/10.1145/1101389.1101440},
 doi = {10.1145/1101389.1101440},
 acmid = {1101440},
 publisher = {ACM},
 address = {New York, NY, USA},
} 

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