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Image Annotation using Fuzzy Knowledge Representation Scheme


Ivašić-Kos, Marina; Ribarić, Slobodan; Ipšić, Ivo
Image Annotation using Fuzzy Knowledge Representation Scheme // Proceedings of the 2010 International Conference of Soft Computing and Pattern Recognition
Pariz, Francuska: IEEE France, 2010. str. 218-223 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Image Annotation using Fuzzy Knowledge Representation Scheme

Autori
Ivašić-Kos, Marina ; Ribarić, Slobodan ; Ipšić, Ivo

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 2010 International Conference of Soft Computing and Pattern Recognition / - Pariz, Francuska : IEEE France, 2010, 218-223

ISBN
978-1-4244-7895-8

Skup
SoCPar2010 - International Conference of Soft Computing and Pattern Recognition

Mjesto i datum
Pariz, Francuska, 7– 10.12.2010

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Image annotation; classification; knowledge representation; Fuzzy Petri Net

Sažetak
In order to exploit the massive image information and to handle overload, techniques for analysing image content to facilitate indexing and retrieval of images have emerged. In this paper, a semantic image content analysis framework based on Fuzzy Petri Net is presented. Knowledge scheme is used to define more general and complex semantic concepts and their relations in the context of the examined outdoor domain. A formal description of hierarchical and spatial relationships among concepts from the outdoor image domain is described. The automatic image annotation procedure based on fuzzy recognition algorithm, that maps high-level semantics to image, is presented.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
036-0361935-1954 - Teorija, modeliranje i uporaba autonomno orijentiranih računarskih struktura (Slobodan Ribarić, )
318-0361935-0852 - Govorne tehnologije (Ivo Ipšić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb,
Sveučilište u Rijeci - Odjel za informatiku