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Complex Textures Classification with Edge Information

Complex Textures Classification with Edge Information
Complex Textures Classification with Edge Information
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
Kuan, Joseph K. P.
441cb534-30bf-4193-90cb-2a33d37c335a
Lewis, Paul H.
7aa6c6d9-bc69-4e19-b2ac-a6e20558c020
Kuan, Joseph K. P.
441cb534-30bf-4193-90cb-2a33d37c335a
Lewis, Paul H.
7aa6c6d9-bc69-4e19-b2ac-a6e20558c020

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..

Record type: Conference or Workshop Item (Other)

Abstract

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

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More information

Published date: December 1997
Venue - Dates: Proceedings on Second International Conf. on Visual Information System. San Diego., 1997-12-01
Organisations: Web & Internet Science

Identifiers

Local EPrints ID: 250842
URI: http://eprints.soton.ac.uk/id/eprint/250842
PURE UUID: ecbb17f7-27af-4745-ad9d-f55ad6e56403

Catalogue record

Date deposited: 16 Sep 1999
Last modified: 14 Mar 2024 05:03

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Contributors

Author: Joseph K. P. Kuan
Author: Paul H. Lewis

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