Three-Pronged Compensation and Hysteresis Thresholding for Moving Object Detection in Real-Time Video Surveillance

Chia Hung Yeh, Chih Yang Lin, Kahlil Muchtar, Hsiang Erh Lai, Ming Ting Sun

研究成果: 雜誌貢獻期刊論文同行評審

37 引文 斯高帕斯(Scopus)

摘要

Moving object extraction is the core of event detection in video surveillance. Although many related methods have been proposed to extract moving objects, even advanced applications still encounter cavity problems, which are false detection and deficiencies resulting from cavities inside the body or fragmented foreground objects. In this paper, an entirely new structure for extracting moving objects is proposed. This scheme is based on the concepts of hysteresis thresholding and motion compensation, which constitute spatial and temporal compensations, respectively. Experimental results show that the proposed scheme can outperform modern moving object detection methods in terms of precision, recall, F-measure, and other measurements.

原文英語
文章編號7857105
頁(從 - 到)4945-4955
頁數11
期刊IEEE Transactions on Industrial Electronics
64
發行號6
DOIs
出版狀態已發佈 - 2017 六月

ASJC Scopus subject areas

  • 控制與系統工程
  • 電氣與電子工程

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