Moving tracking with approximate topological isomorphism

doi:10.1007/s11042-015-2519-3

	Moving tracking with approximate topological isomorphism
	Fu W.; Zhou J.; Ma Y.
	2016-12-01
Source Publication	Multimedia Tools and Applications
ISSN	15737721 13807501
Volume	75 Issue:23 Pages:15553-15570
Abstract	Today, tracking of moving objects in video becomes a highlight in multimedia. This paper proposes a novel method, which is suitable for applying on relatively high-resolution videos that moving objects can be distinguished from their color and shape information. This method matches and tracks multiple moving objects in video by extracting and combining multi-features. With the background reconstruction method we proposed, the moving objects are separated as sub images from the background, we first extract some valuable features from each sub image, especially the topological information. Then, features are applied to a strong classifier which is accumulated with weak feature classifiers. After that, by the initial matching of moving objects, we extract their kinematical features to reinforce the matching method. Finally, experimental results show the effectiveness of the novel algorithm.
Keyword	Approximate topological isomorphism Moving tracking Multi-features extraction Multi-features fusion Topological isomorphism
DOI	10.1007/s11042-015-2519-3
URL	View the original
Language	英語
Fulltext Access	View Full-Text via DOI View Full-Text via Web of Science View Full-Text via Scopus
Citation statistics	Cited Times [WOS]:3 [WOS Record] [Related Records in WOS]
Document Type	Journal article
Collection	University of Macau
Affiliation	Inner Mongolia University China
Recommended Citation GB/T 7714	Fu W.,Zhou J.,Ma Y.. Moving tracking with approximate topological isomorphism[J]. Multimedia Tools and Applications,2016,75(23):15553-15570.
APA	Fu W.,Zhou J.,&Ma Y..(2016).Moving tracking with approximate topological isomorphism.Multimedia Tools and Applications,75(23),15553-15570.
MLA	Fu W.,et al."Moving tracking with approximate topological isomorphism".Multimedia Tools and Applications 75.23(2016):15553-15570.

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