Motion Detection Using Multiple Distributions for Background 


Vol. 8,  No. 4, pp. 381-388, Aug.  2001
10.3745/KIPSTB.2001.8.4.381


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  Abstract

This paper presents a motion detection algorithm that can run robustly under both indoor and outdoor environments. Motion detection based on the background extraction using temporal mean (or median) shows good performance in normal cases, but it frequently causes false alarms to ´temporal clutter´, a repetitive motion within a certain area. We developed a motion detection algorithm using multiple distributions for pixels of the background that is more robust to temporal clutter. Experimental results revealed that our approach is superior to existing methodolgies in handling various temporal clutter.

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[IEEE Style]

T. H. Cho and Y. K. Choi, "Motion Detection Using Multiple Distributions for Background," The KIPS Transactions:PartB , vol. 8, no. 4, pp. 381-388, 2001. DOI: 10.3745/KIPSTB.2001.8.4.381.

[ACM Style]

Tai Hoon Cho and Young Kyu Choi. 2001. Motion Detection Using Multiple Distributions for Background. The KIPS Transactions:PartB , 8, 4, (2001), 381-388. DOI: 10.3745/KIPSTB.2001.8.4.381.

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