IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
Vol 14, No 3 (2020): July

Multithreading Application for Counting Vehicle by Using Background Subtraction Method

Yohanssen Pratama (Faculty of Informatics and Electrical Engineering, Institut Teknologi Del, Sitoluama)
Puspoko Ponco Ratno (Faculty of Tarbiyah, Institut Agama Islam Negeri Kediri, Jawa Timur)



Article Info

Publish Date
31 Jul 2020

Abstract

Image and video processing has become important part in intelligent transportation system (ITS) application, especially for collecting road traffic data. Pictures that already collected by a charged coupled device (CCD) camera usually being processed by several image processing algorithms and the application’s code will be executed in a large number of iteration because many algorithms are getting involved in processing the frame which captured by the camera. Typical application will process the first frame until finish and then continue to the next frame, so the application must wait until the first frame being processed. If the algorithms that executed quite complex and have a significant running time there will be a dropped frame and the time difference between data acquisition and real time video is divided by large margin. We proposed an implementation of multithreading to boost the application performance so the data can be acquire in real time and every new frame could be processed in short time. The application performance before and after using a multithreading is known by comparing the data acquisition time that stored in the database. The application effectiveness could define by running a multiple video streaming in same resolution.

Copyrights © 2020






Journal Info

Abbrev

ijccs

Publisher

Subject

Computer Science & IT Control & Systems Engineering

Description

Indonesian Journal of Computing and Cybernetics Systems (IJCCS), a two times annually provides a forum for the full range of scholarly study . IJCCS focuses on advanced computational intelligence, including the synergetic integration of neural networks, fuzzy logic and eveolutionary computation, so ...