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About the use of fuzzy clustering for texture classification

Stolpmann, Alexander and Dooley, Laurence S. (1999). About the use of fuzzy clustering for texture classification. In: 18th International Conference of North American Fuzzy Information Processing Society (NAFIPS), 10-12 June 1999, New York, NY, USA.

DOI (Digital Object Identifier) Link: http://dx.doi.org/10.1109/NAFIPS.1999.781778
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Abstract

This paper describes the use of a complex modular image processing system for texture classification. An introduction into problems that arise when handling textures is given. Furthermore the modules of the proposed system are described, namely the filtering and statistical modules, automatic feature vector optimization module and the classification module using clustering and fuzzy clustering methods. This texture classification system can easily be adapted for other tasks, including tasks in the field of medical imaging, remote sensing and quality control.

Item Type: Conference Item
Academic Unit/Department: Mathematics, Computing and Technology > Computing & Communications
Interdisciplinary Research Centre: Centre for Research in Computing (CRC)
Item ID: 16586
Depositing User: Laurence Dooley
Date Deposited: 03 Jun 2009 15:10
Last Modified: 02 Dec 2010 20:30
URI: http://oro.open.ac.uk/id/eprint/16586
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