Real-time people counting method with surveillance cameras implemented on embedded system

Hsiang Chieh Chen, Ya Ching Chang, Nai Jen Li, Cheng Feng Weng, Wen June Wang

研究成果: 書貢獻/報告類型會議論文篇章同行評審

2 引文 斯高帕斯(Scopus)

摘要

This work presents an image-based method to estimate the number of people crowd in a large-spaced indoor environment. The method is implemented on embedded system using a digital signal processor. Moving people in each video frame are first extracted using background subtraction method. Additionally, an adaptation scheme is employed to update background model for conditions of sudden lighting changes and abandoned objects. The extracted foreground objects are further accumulated as weighted pixels to estimate the number of people, where the weights are automatically calculated by considering camera settings. Experimental results demonstrate that the proposed method performs well on estimating the number of people in the video surveillance.

原文???core.languages.en_GB???
主出版物標題WCECS 2013 - World Congress on Engineering and Computer Science 2013
發行者Newswood Limited
頁面512-515
頁數4
ISBN(列印)9789881925169
出版狀態已出版 - 2013
事件2013 World Congress on Engineering and Computer Science, WCECS 2013 - San Francisco, CA, United States
持續時間: 23 10月 201325 10月 2013

出版系列

名字Lecture Notes in Engineering and Computer Science
1
ISSN(列印)2078-0958

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???event.eventtypes.event.conference???2013 World Congress on Engineering and Computer Science, WCECS 2013
國家/地區United States
城市San Francisco, CA
期間23/10/1325/10/13

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