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Information Granules in Application to Image Recognition
Czestochowa Uniwersity of Technology, Czestochowa, Poland.
Czestochowa University of Technology, Czestochowa, Poland.
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för matematik och naturvetenskap.ORCID-id: 0000-0002-9920-7946
2015 (engelsk)Inngår i: 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, s. 649-659Konferansepaper, Publicerat paper (Fagfellevurdert) [Kunstnerisk arbeiden]
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.

sted, utgiver, år, opplag, sider
Cham Heidelberg New York Dortrecht London: Springer, 2015. Vol. I, s. 649-659
Serie
Lecture Notes in Artificial Intelligence, ISSN 1611-3349 ; 9119
Emneord [en]
digital pictures, object information granule, granular pattern recognition system
HSV kategori
Identifikatorer
URN: urn:nbn:se:bth-2175DOI: 10.1007/978-3-319-19324-3ISI: 000364537800058ISBN: 978-3-319-19323-6 (tryckt)OAI: oai:DiVA.org:bth-2175DiVA, id: diva2:830675
Konferanse
The 14th International Conference on Artificial Intelligence and Soft Computing - ICAISC 2015, Zakopane, Poland
Tilgjengelig fra: 2015-06-30 Laget: 2015-06-30 Sist oppdatert: 2016-09-20bibliografisk kontrollert

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