Proceedings of the International Conference on Science and Technology (ICST 2018)

Detection of Motorbike Speed Estimates Using Moving Object Detection with Frame Difference

Authors
Eva Y. Puspaningrum, M.Syahrul Munir, Wahyu S.J. Saputra, Haris Ardianto W
Corresponding Author
Eva Y. Puspaningrum
Available Online December 2018.
DOI
https://doi.org/10.2991/icst-18.2018.176How to use a DOI?
Keywords
motorbike speed estimation; moving object detection; frame difference
Abstract
The application of technology has developed in the field of traffic. The occurrence of traffic violations and an increase in the number of accidents triggered by the speed of vehicles that exceed the maximum limit specified. It especially two-wheeled vehicle or motorbike. The small form of a motorbike most often violates with speed exceeding the maximum limit. In this research discuss the detection of motorbike speed. The data used is video. This speed detection uses moving object detection with frame difference. In this method, the video will be cut into a frame image that will be detected. For each frame image obtained will be compared to any moving object. From the moving image it will be used to calculate the distance of the moving object so that the estimated speed of the motorbike. The results of detection of the distance of the object's displacement and the time used for moving objects can be calculated the average speed of the motorbike. Based on the results of testing the data obtained the average computational value of the program algorithm that for every one frame requires ± 0.837 seconds. The results of testing the data obtained the MSE value of 8.91 and standard error of ± 0.6 km/hour.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Volume Title
Proceedings of the International Conference on Science and Technology (ICST 2018)
Series
Atlantis Highlights in Engineering
Publication Date
December 2018
ISBN
978-94-6252-650-1
ISSN
2589-4943
DOI
https://doi.org/10.2991/icst-18.2018.176How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Eva Y. Puspaningrum
AU  - M.Syahrul Munir
AU  - Wahyu S.J. Saputra
AU  - Haris Ardianto W
PY  - 2018/12
DA  - 2018/12
TI  - Detection of Motorbike Speed Estimates Using Moving Object Detection with Frame Difference
BT  - Proceedings of the International Conference on Science and Technology (ICST 2018)
PB  - Atlantis Press
SP  - 872
EP  - 876
SN  - 2589-4943
UR  - https://doi.org/10.2991/icst-18.2018.176
DO  - https://doi.org/10.2991/icst-18.2018.176
ID  - Puspaningrum2018/12
ER  -