UM
Moving tracking with approximate topological isomorphism
Fu W.; Zhou J.; Ma Y.
2016-12-01
Source PublicationMultimedia Tools and Applications
ISSN15737721 13807501
Volume75Issue:23Pages:15553-15570
AbstractToday, 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.
KeywordApproximate topological isomorphism Moving tracking Multi-features extraction Multi-features fusion Topological isomorphism
DOI10.1007/s11042-015-2519-3
URLView the original
Language英語
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Cited Times [WOS]:3   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
AffiliationInner 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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