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Problemy Fiziki, Matematiki i Tekhniki (Problems of Physics, Mathematics and Technics), 2014, Issue 2(19), Pages 84–88
(Mi pfmt310)
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INFORMATION SCIENCE
Automation of the traffic flow data collection and analysis process to avoid traffic congestions in Mogilev
I. A. Melnikau, K. A. Demedenkov, I. A. Yeuseyenka Belarusian-Russian University, Mogilev, Belarus
Abstract:
The analysis of commonly used traffic detectors and advantages and disadvantages of optical traffic detectors (IP-cameras)is given. The model of the traffic flow data collection and analysis automation system and the method of modification of the Multi-Layer Background Subtraction algorithm using parallel computing based on the graphic processors are suggested. The experimental investigations show that the modified method can help to decrease video frame processing speed in 1.9 times.
Keywords:
traffic flow, traffic detector, traffic density, traffic flow intensity, Multi-Layer Background Subtraction algorithm.
Received: 03.12.2013
Citation:
I. A. Melnikau, K. A. Demedenkov, I. A. Yeuseyenka, “Automation of the traffic flow data collection and analysis process to avoid traffic congestions in Mogilev”, PFMT, 2014, no. 2(19), 84–88
Linking options:
https://www.mathnet.ru/eng/pfmt310 https://www.mathnet.ru/eng/pfmt/y2014/i2/p84
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Statistics & downloads: |
Abstract page: | 184 | Full-text PDF : | 101 | References: | 21 |
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