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Automatic image annotation refinement using fuzzy inference algorithms (CROSBI ID 625762)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Ivašić-Kos, Marina ; Pobar, Miran ; Ribarić, Slobodan Automatic image annotation refinement using fuzzy inference algorithms // Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology / Luis Magdalena Layos (ur.). Gijon: Atlantis Press, 2015. str. 1446-1451 doi: 10.2991/ifsa-eusflat-15.2015.205

Podaci o odgovornosti

Ivašić-Kos, Marina ; Pobar, Miran ; Ribarić, Slobodan

engleski

Automatic image annotation refinement using fuzzy inference algorithms

Facilitating tasks such as image search is one of the goals of image annotation methods that automatically assign keywords to images. In order to achieve as accu-rate annotation on object level as possible, and to reduce negative influence of misclassified objects on the inference of scenes, a knowledge based refinement of object classification results is proposed. A fuzzy knowledge representation scheme called KRFPNr is used to represent knowledge about objects and their relations. Fuzzy inheritance and intersection algorithms are used to refine the image annotation on object level by discarding or replacing object labels that do not fit the context.

automatic image annotation ; annotation refinement ; fuzzy knowledge representation scheme ; fuzzy inference algorithms

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Podaci o prilogu

1446-1451.

2015.

objavljeno

10.2991/ifsa-eusflat-15.2015.205

Podaci o matičnoj publikaciji

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology

Luis Magdalena Layos

Gijon: Atlantis Press

Podaci o skupu

16th World Congress of the International Fuzzy Systems Association (IFSA) and the 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT)

predavanje

30.06.2015-03.07.2015

Gijón, Španjolska

Povezanost rada

Informacijske i komunikacijske znanosti, Računarstvo

Poveznice