Crowd Motion Pattern Detection at the Microscopic Level (CROSBI ID 677482)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Marčetić, Darijan ; Maleš, Lada ; Ribarić, Slobodan
engleski
Crowd Motion Pattern Detection at the Microscopic Level
In this paper we present a common-sense reasoning model for crowd motion pattern detection and behaviour analysis at the microscopic level. Information about the trajectories of individuals is represented with fuzzy predicates. The characteristic motion patterns and the behaviour of groups of individuals are described with fuzzy predicates and fuzzy functions, respectively. The usability of the proposed model is tested on a simulated crowd scenario. The obtained results show that the model supports the efficient representation of expert knowledge and detection of motion/behaviour patterns. The main contribution of this paper is a proposed model for motion pattern detection and classification based on fuzzy knowledge which can imitate common-sense reasoning.
crowd ; motion pattern ; fuzzy logic ; common-sense reasoning
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Podaci o prilogu
1283-1288.
2019.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the 42nd International Convention MIPRO 2019
Karolj, Skala
Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO
1847-3946
Podaci o skupu
MIPRO 2019
predavanje
20.05.2019-24.05.2019
Opatija, Hrvatska