Browsing by Author "Chang, Ssu-Yuan"

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A Multiple Vehicle Tracking and Counting Method and its Realization on an Embedded System with a Surveillance Camera
(2018-01-01)
Hsu, Yi-Hsuan
;
Chang, Ssu-Yuan
;
Guo, Jiun-In
;
電子工程學系及電子研究所
;
Department of Electronics Engineering and Institute of Electronics
This paper proposes a tracking-by-detection method with a weighted scoring mechanism to associate the trackers and the detection results for accurate tracking and counting vehicles in a surveillance application. For the vehicle detection, the proposed method uses our robust PVA-lite deep learning model to detect vehicles. The experimental results show that the proposed method can achieve more than 95% in the average counting accuracy.