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Detecting moving objects by background difference and frame-difference

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The performances of Background Difference Method and Frame-difference Method for detecting moving objects are analyzed. It is found that as the second method is characterized by being sensitive only to moving objects, it can be used to update the background image, an important step for the first method. A new technique integrating both methods is then proposed. Using the consecutive frames differencing images and the detection result of the previous frame, we restore background model, which can be utilized later to eliminate the detection error caused by the Frame-difference Method. Based on this truth, we design a detecting system to realize the new algorithm. Experiments on indoor and outdoor video streams show that the new technique has strong adaptability and veracity.

源语言英语
主期刊名MIPPR 2007
主期刊副标题Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition
DOI
出版状态已出版 - 2007
活动MIPPR 2007: Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition - Wuhan, 中国
期限: 15 11月 200717 11月 2007

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
6786
ISSN(印刷版)0277-786X

会议

会议MIPPR 2007: Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition
国家/地区中国
Wuhan
时期15/11/0717/11/07

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