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Holonic Multi Agent System for Data Fusion in Vehicle Classification (CROSBI ID 636172)

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

Šerić, Ljiljana ; Krstinić, damir ; Braović, Maja ; Milatić, Ivan ; Mirčevski, Aljoša ; Stipaničev, Darko Holonic Multi Agent System for Data Fusion in Vehicle Classification // Proceedings of 10th International KES Conference on AGENTS AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS (KES-AMSTA-16). 2016. str. ams16-024-1-ams16-024-10

Podaci o odgovornosti

Šerić, Ljiljana ; Krstinić, damir ; Braović, Maja ; Milatić, Ivan ; Mirčevski, Aljoša ; Stipaničev, Darko

engleski

Holonic Multi Agent System for Data Fusion in Vehicle Classification

In this paper we describe holonic organization of a multi agent system for automatic vehicle classification in a road toll system. Classification of vehicles in road toll systems is based on physical ve- hicle features and in this paper we focus on axle counting as the first discriminant feature for class determination. Our system relies on two main sensors - video camera and depth sensor. Video image and depth image processing is performed in several holons. The results from indi- vidual holons are fused into the final decision on a number of axles of a passing vehicle. We show that fusion of results from individual holons gives more precise results than individual holons. Holonic organization of the system aids scalability and simplifies inclusion of new sensors and new algorithms.

HolonicMAS; Vehicleclassification; Imageprocessing; Data fusion

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Podaci o prilogu

ams16-024-1-ams16-024-10.

2016.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of 10th International KES Conference on AGENTS AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS (KES-AMSTA-16)

Podaci o skupu

10th International KES Conference on AGENTS AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS (KES-AMSTA-16)

predavanje

15.06.2016-17.06.2016

Tenerife, Španjolska

Povezanost rada

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