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Differential trajectory tracking with automatic learning of background reconstruction
Weina Fu; Jiantao Zhou; Shuai Liu; Ming Ma; Yingdong Ma
2014-12-02
Source PublicationMultimedia Tools and Applications
ISSN1380-7501
Volume75Issue:21Pages:13001-13013
Abstract

Nowadays, trajectory tracking technology is widely used in many outdoor applications, such as intelligent traffic and video surveillance. However, most of trajectory-tracking technologies rely on a static background, which is hard to obtain in many situations. Obviously, these methods are out of action in the case of dynamic background. In this paper, a novel trajectory tracking method is presented, which is implemented with a new background reconstruction algorithm. Firstly, the background is assumed to be a blank scene. Then, the background is reconstructed by means of video detection that places moving objects in the scene. Finally, real-time trajectories of moving objects are computed based on the reconstructed background. Experimental results show its robustness and practicability even in a cluttered background.

KeywordTrajectory Tracking Background Reconstruction Direction Automatic Learning Real-time
DOI10.1007/s11042-014-2391-6
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Information systemsComputer Science, Software Engineering ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS IDWOS:000386776800001
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Cited Times [WOS]:5   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionFaculty of Science and Technology
Corresponding AuthorWeina Fu
AffiliationCollege of Computer Science, Inner Mongolia University, Room A211, Computer Building, Inner Mongolia University, No.235, Western University Street, 010012 Hohhot, China
Recommended Citation
GB/T 7714
Weina Fu,Jiantao Zhou,Shuai Liu,et al. Differential trajectory tracking with automatic learning of background reconstruction[J]. Multimedia Tools and Applications,2014,75(21):13001-13013.
APA Weina Fu,Jiantao Zhou,Shuai Liu,Ming Ma,&Yingdong Ma.(2014).Differential trajectory tracking with automatic learning of background reconstruction.Multimedia Tools and Applications,75(21),13001-13013.
MLA Weina Fu,et al."Differential trajectory tracking with automatic learning of background reconstruction".Multimedia Tools and Applications 75.21(2014):13001-13013.
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