Naslov
Analyzing the semantic level of outdoor image annotation

Autori
Ivašić-Kos, Marina ; Pavlić, Mile ; Pobar, Miran

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

Izvornik
Proceedings of MIPRO 2009 - 32nd International convention on information and communication technology, electronics and microelectronics / Bogunović, Nikola ; Ribarić, Slobodan - Opatija : Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2009, 293-296

ISBN
978-953-233-045-8

Skup
MIPRO 2009 - 32nd International convention on information and communication technology, electronics and microelectronics

Mjesto i datum
Opatija, Hrvatska, 25.05.2009. - 29.05.2009

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
image annotation; semantic

Sažetak
Most users of image collections formulate their queries in terms of semantics. The question is which is the level of semantic interpretation the users use to describe certain types of images in order to develop and adjust efficient methods for representing and managing images of a given domain. This paper outlines approaches which in various ways characterise the multi-layering of image semantics. Three semantic categories of concepts are suggested, and these will be analysed in an experiment in which stationary outdoor images are manually annotated. The obtained results are normalized (singular, no numbers, no adjectives, no diminutives, no abstract words that express emotions) and a dictionary is formed, much richer than a dictionary composed solely of concepts recognized in the image. The given dictionary can be a starting point for defining knowledge database, which includes relevant domain knowledge, necessary for image interpretation on a higher semantic level.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti

POVEZANOST RADA