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Pregled bibliografske jedinice broj: 768435

Automatic image annotation refinement using fuzzy inference algorithms


Ivašić-Kos, Marina; Pobar, Miran; Ribarić, Slobodan
Automatic image annotation refinement using fuzzy inference algorithms // European Centre for Soft Computing, IFSA- EUSFLAT 2015 / Dr. Luis Magdalena Layos (ur.).
Gijón, Asturias (Spain): IFSA-EUSFLAT2015, 2015. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Automatic image annotation refinement using fuzzy inference algorithms

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

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

Izvornik
European Centre for Soft Computing, IFSA- EUSFLAT 2015 / Dr. Luis Magdalena Layos - Gijón, Asturias (Spain) : IFSA-EUSFLAT2015, 2015

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

Mjesto i datum
Gijón, Asturias (Spain), 30.6.- 3.7.2015

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Automatic image annotation; annotation refinement; fuzzy knowledge representation scheme; fuzzy inference algorithms

Sažetak
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.

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, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb,
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