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Multi-layered Image Representation for Image Interpretation (CROSBI ID 613480)

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

Ivašić-Kos, Marina ; Pobar, Miran ; Ipšić, Ivo Multi-layered Image Representation for Image Interpretation // Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014). Dublin, 2014. str. 115-117

Podaci o odgovornosti

Ivašić-Kos, Marina ; Pobar, Miran ; Ipšić, Ivo

engleski

Multi-layered Image Representation for Image Interpretation

In order to bridge the semantic gap between the visual context of an image and semantic concepts people would use to interpret it, we propose a multi-layered image representation model considering different amounts of knowledge needed for the interpretation of the image at each layer. Interpretation results on different semantic layers of Corel images related to outdoor scenes are presented and compared. Obtained results show positive correlation of precision and recall with the abstract level of classes used for image annotation, i.e. more generalized classes have achieved better results.

image annotation; petri net; knowledge representation scheme; bayesian classifier

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Podaci o prilogu

115-117.

2014.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014)

Dublin:

978-1-873769-28-1

Podaci o skupu

The 3rd Annual Meeting Of The EPSRC Network On Vision & Language and The 1st Technical Meeting of the European Network on Integrating Vision and Language

poster

23.08.2014-29.08.2014

Dublin, Irska

Povezanost rada

Računarstvo, Informacijske i komunikacijske znanosti