Complex Textures Classification with Edge Information

Kuan, Joseph K. P. and Lewis, Paul H. (1997) Complex Textures Classification with Edge Information. Proceedings on Second International Conf. on Visual Information System. San Diego.


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We introduce a novel texture description scheme and demonstrate it with our fast similarity search technique for content-based retrieval and navigation applications. The texture representation uses a combination of edge and region statistics. It is compared with the Multi-Resolution Simultaneous Auto-Regressive Model and Statistical Geometrical Features techniques using the entire Brodatz texture set and on a collection of more complex texture images obtained from a product catalogue. In both cases, the edge based representation gives the best

Item Type: Conference or Workshop Item (UNSPECIFIED)
Divisions : Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Web & Internet Science
ePrint ID: 250842
Accepted Date and Publication Date:
December 1997Published
Date Deposited: 16 Sep 1999
Last Modified: 31 Mar 2016 13:51
Further Information:Google Scholar

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