A System for Real-Time Passenger Monitoring System for Bus Rapid Transit System

16 Apr 2015
Title: A System for Real-Time Passenger Monitoring System for Bus Rapid Transit System
Author:
Jonathan Samuel Lumentut,
Fergyanto E. Gunawan,
Wiedjaja Atmadja,
Bahtiar S. Abbas
Abstract: TransJakarta is a BRT-based mass transportation system operating in Jakarta, the capital of Indonesia. Currently, the system delivers rather low level of service; as a result, the number of passengers is rather low in comparison to that of the other BRT-based systems. In this work, we propose a design of the passenger counting system for BRT-based system, which is very important for the BRT fleet management to increase the system level of service. The counting system is established by deploying computer vision techniques. A few algorithms are evaluated and the Adaptive Median Filtering with the sampling rate of 13 produces the highest level of precision and recall.
Keywords: Computer Vision, Passenger Counting System; Background Substraction; Bus Rapid System
Corresponding Author: Fergyanto E. Gunawan (f.e.gunawan@gmail.com)
Conference: Intelligent Information and Database Systems

 

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