Jurnal Teknologi dan Sistem Komputer
Volume 7, Issue 1, Year 2019 (January 2019)

Sistem Penegakan Speed Bump Berdasarkan Kecepatan Kendaraan yang Diklasifikasikan Haar Cascade Classifier

Muhammad Zulfikri (Department of Electrical Engineering, Universitas Brawijaya)
Erni Yudaningtyas (Department of Electrical Engineering, Universitas Brawijaya)
Rahmadwati Rahmadwati (Department of Electrical Engineering, Universitas Brawijaya)

Article Info

Publish Date
31 Jan 2019

Abstract

Driving at high speed is among the frequent causes of accidents. In this research, a warning system was developed to warn drivers when their speed beyond the safety limit. Haar cascade classifier was proposed for the detection system which comprises Haar features, integral image, AdaBoost learning, and cascade classifier. The system was implemented using Python OpenCV library and evaluated on road traffic video collected in one way traffic. As a result, the proposed method yields 97.92% of car detection accuracy in daylight and MSE of 2.88 in speed measurement.

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Journal Info
Jurnal Teknologi dan Sistem Komputer
Website

Abbrev

JTSISKOM

Publisher

Universitas Diponegoro

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Jurnal Teknologi dan Sistem Komputer (JTSiskom, e-ISSN: 2338-0403) adalah terbitan berkala online nasional yang diterbitkan oleh Departemen Teknik Sistem Komputer, Universitas Diponegoro, Indonesia. JTSiskom menyediakan media untuk mendiseminasikan hasil-hasil penelitian, pengembangan dan ...