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Multi-level Image Classification Using Fuzzy Petri Net


Ivašić-Kos, Marina; Ribarić, Slobodan; Ipšić, Ivo
Multi-level Image Classification Using Fuzzy Petri Net // Recent Advances in Neural Networks and Fuzzy Systems, Proceedings of the 2014 International Conference on Neural Networks - Fuzzy Systems (NN- FS '14) / Prof. Yingxu Wang, Prof. Pierre Borne (ur.).
Venice, Italy: Europment, 2014. str. 39-45 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Multi-level Image Classification Using Fuzzy Petri Net

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

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

Izvornik
Recent Advances in Neural Networks and Fuzzy Systems, Proceedings of the 2014 International Conference on Neural Networks - Fuzzy Systems (NN- FS '14) / Prof. Yingxu Wang, Prof. Pierre Borne - Venice, Italy : Europment, 2014, 39-45

ISBN
978-1-61804-227-9

Skup
International Conference on Neural Networks - Fuzzy Systems (NN-FS '14)

Mjesto i datum
Venezia, Italija, 15-17.03.2014

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Fuzzy Petri Net; Image Classification; Knowledge Representation

Sažetak
For a multi-level image classification, a knowledge representation scheme based on Fuzzy Petri Net with fuzzy inference algorithms is used. A simple graphical Petri net notation and a well defined semantics displaying the process of reasoning through inference trees are used for visualization of the knowledge base and explanations of derived conclusion. Used knowledge representation formalism has the ability to show a probability of concepts and relations. The procedures of image multi-level classification using fuzzy recognition and inheritance algorithms on a knowledge representation scheme, as well as experimental results of image semantic interpretation, are presented.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti



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,
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