fbpx A Multi-Agent Framework for Visitor Tracking in Open Cultural Places |ARAB AMERICAN UNIVERSITY
Contact information for Technical Support and Student Assistance ... Click here

A Multi-Agent Framework for Visitor Tracking in Open Cultural Places

Authors: 
Muhammed Safarini
Rasha Safarini
Thaer Thaher
Amjad Rattrout
Muath Sabha
Conference: 
International Conference on Agents and multi-agent systems: Technologies and Applications (KES-AMSTA 20)
Location: 
Split, Croatia
Date: 
Wednesday, June 17, 2020
Topics: 
Multi-agent system, , cultural heritage, computer vision
Multi-Agent systems
Computer Vision
Cultural Heritage
JADE
Abstract: 
Real-time tracking of pedestrians has been attracted tremendous attention for many purposes, especially studying their behavior. The perfect tracking is still a challenging open research. In this paper, a novel approach was introduced by employing a multi-agent vision-based system to achieve an accurate real-time tracker. The proposed approach is recommended to be used in open cultural places where there may be some obstacles including buildings, columns, and many others. The proposed model efficiency was assessed on four real Multiple Object Tracking (MOT) challenge benchmarks in terms of Multi-Object Tracking Accuracy (MOTA). Simulation results reveal high efficacy of the proposed model compared with the state-of-the-art techniques.