DocumentCode
2068043
Title
AVSS 2008 Commentary Paper for: "Tracking People in Crowds by a Part Matching Approach"
Author
Moeslund, Thomas B.
Author_Institution
Lab. for Comput. Vision & Media Technol., Aalborg Univ., Aalborg, Denmark
fYear
2008
fDate
1-3 Sept. 2008
Firstpage
96
Lastpage
97
Abstract
One of the major problems remaining in tracking is occlusion handling. This paper presents a system for exactly this. A human model is defined and each body part is represented by a number of features. For each new image in a sequence a foreground mask is obtained and compared to each body part of a predicted model of the human. Head detection is utilized to stabilize the tracking. The system is tested on two sequences form two public databases.
Keywords
hidden feature removal; image matching; image sequences; crowds; foreground mask; human model; image sequences; occlusion handling; part matching; people tracking; Arm; Biological system modeling; Computer vision; Face detection; Humans; Layout; Paper technology; Surveillance; Torso; Videoconference;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Video and Signal Based Surveillance, 2008. AVSS '08. IEEE Fifth International Conference on
Conference_Location
Santa Fe, NM
Print_ISBN
978-0-7695-3341-4
Electronic_ISBN
978-0-7695-3422-0
Type
conf
DOI
10.1109/AVSS.2008.75
Filename
4730390
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