標題: | A Multiple Vehicle Tracking and Counting Method and its Realization on an Embedded System with a Surveillance Camera |
作者: | 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 |
公開日期: | 1-一月-2018 |
摘要: | 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. |
URI: | http://hdl.handle.net/11536/150941 |
ISSN: | 2381-5779 |
期刊: | 2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-TAIWAN (ICCE-TW) |
顯示於類別: | 會議論文 |