Definition of descriptors for semantic image interpretation (CROSBI ID 567868)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Ivašić-Kos, Marina ; Poščić, Patrizia ; Pavlić, Mile
engleski
Definition of descriptors for semantic image interpretation
A lot of effort has been put into researching image interpretation, but there is still no universally accepted approach to map low-level feature into high level image semantic interpretation [1]. In this paper, a method for continuous low-level features vector quantization is presented so as to define appropriate values for descriptive variables. The similarity among different concepts of the domain is examined and compared by using the measure of similarity which is based on the probabilistic model and the measure of distance. Also, an abstract image description vector suitable for image analysis is given. Furthermore, formal explicit description of concepts and their properties as well as hierarchical relationship among concepts in an outdoor image domain will be presented.
image representations; quantization; image classification.
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Podaci o prilogu
2010.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the IEEE 2nd European Workshop on Visual Information Processing - EUVIP 2010
Pariz:
Podaci o skupu
2nd European Workshop on Visual Information Processing - EUVIP 2010
predavanje
05.07.2010-07.07.2010
Pariz, Francuska