A Multiple Vehicle Tracking and Counting Method and its Realization on an Embedded System with a Surveillance Camera

Yi Hsuan Hsu, Ssu Yuan Chang, Jiun-In  Guo

研究成果: Conference contribution同行評審

3 引文 斯高帕斯(Scopus)

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.

原文English
主出版物標題2018 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2018
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(列印)9781538663011
DOIs
出版狀態Published - 27 8月 2018
事件5th IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2018 - Taichung, Taiwan
持續時間: 19 5月 201821 5月 2018

出版系列

名字2018 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2018

Conference

Conference5th IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2018
國家/地區Taiwan
城市Taichung
期間19/05/1821/05/18

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