JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE) ›› 2013, Vol. 43 ›› Issue (4): 39-45.

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Counting heads from bus video streams under uncontrolled conditions

ZHANG Guo-hua, TAN Xiao-yang*, CHEN Song-can   

  1. College of Computer Science ＆ Technology, Nanjing University of Aeronautics ＆ Astronautics, Nanjing 210016, China
  • Received:2013-05-14 Online:2013-08-20 Published:2013-05-14

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Abstract:

A novel method for head counting was presented based on the video streams coming from the single-camera installed on the roof of buses. The key idea of this method was based on the principal of count-by-detection method while taking account other sources of information available. First, a fast and effective head detection method was proposed using multi-modal feature sets, including CENTRIST and LBP. Second, a decision for a valid head count was made by fusing the information from head motion and the prior knowledge of the length of time needed for an event of interested. Extensive experiments on a series of video streams collected under real-life scenarios demonstrated the feasibility and effectiveness of the proposed method.

Key words: video analysis, LBP, head detection, bus, CENTRIST

CLC Number: 

  • TP301
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