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Information Granules in Application to Image Recognition
Czestochowa Uniwersity of Technology, Czestochowa, Poland.
Czestochowa University of Technology, Czestochowa, Poland.
Blekinge Institute of Technology, Faculty of Engineering, Department of Mathematics and Natural Sciences.ORCID iD: 0000-0002-9920-7946
2015 (English)In: Artificial Intelligence and Soft Computing LNAI 9119: The 14th International Conference on Artificial Intelligence and Soft Computing - ICAISC 2015 / [ed] L. Rutkowski, M. Korytkowski, R. Scherer, R. Tadeusiewicz, L.A. Zadeh, J.M. Zurada, Cham Heidelberg New York Dortrecht London: Springer, 2015, Vol. I, 649-659 p.Conference paper (Refereed) [Artistic work]
Abstract [en]

The paper concerns specifc problems of color digital image recognition by use of the concept of fuzzy and rough granulation. This idea employs information granules that contain pieces of knowledge about digital pictures such as color, location, size, and shape of an object to be recognized. The object information granule (OIG) is introduced, and the Granular Pattern Recognition System (GPRS) proposed, in order to solve different tasks formulated with regard to the information granules.

Place, publisher, year, edition, pages
Cham Heidelberg New York Dortrecht London: Springer, 2015. Vol. I, 649-659 p.
Series
Lecture Notes in Artificial Intelligence, ISSN 1611-3349 ; 9119
Keyword [en]
digital pictures, object information granule, granular pattern recognition system
National Category
Other Engineering and Technologies not elsewhere specified
Identifiers
URN: urn:nbn:se:bth-2175DOI: 10.1007/978-3-319-19324-3ISI: 000364537800058ISBN: 978-3-319-19323-6 (print)OAI: oai:DiVA.org:bth-2175DiVA: diva2:830675
Conference
The 14th International Conference on Artificial Intelligence and Soft Computing - ICAISC 2015, Zakopane, Poland
Available from: 2015-06-30 Created: 2015-06-30 Last updated: 2016-09-20Bibliographically approved

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CiteExportLink to record
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