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All Journal Perfecting a Video Game with Game Metrics Jurnal Ilmiah Kursor Jurnal Teknologi dan Sistem Komputer Knowledge Engineering and Data Science Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Best : Journal of Applied Electrical, Science and Technology Jurnal Nasional Teknik Elektro dan Teknologi Informasi
Endang Setyati
Sekolah Tinggi Teknik Surabaya
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Energy Engineering Physics

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Journal : Perfecting a Video Game with Game Metrics

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Adaptive Background Extraction for Video Based Traffic Counter Application Using Gaussian Mixture Models Algorithm Raymond Sutjiadi; Endang Setyati; Resmana Lim
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 13, No 3: September 2015
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v13i3.1772

Abstract

The big cities in the world always face the traffic jam. This problem is caused by the increasing number of vehicle from time to time and the increase of vehicle is not anticipated with the development of new road section that is adequate. One important aspect in the traffic management concept is the need of traffic density data of every road section. Therefore, the purpose of this paper is to analyze the possibility of optimization on the use of video file recorded from CCTV camera for the visual observation and the tool for counting traffic density. The used method in this paper is adaptive background extraction with Gaussian Mixture Models algorithm. It is expected to be the alternative solution to get the data of traffic density with a quite adequate accuracy as one of aspects for decision making process in the traffic engineering
Co-Authors Agung Dewa Bagus Soetiono Eko Mulyanto Yuniarno Elis Fitrianingsih Francisca Haryanti Chandra Gunawan Joan Santoso Luqman Zaman Mauridhi Hery Purnomo Mochamad Hariadi Muhammad Farkhan Raymond Sutjiadi Resmana Lim Surya Sumpeno Tri Septianto