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Distributed dynamic target tracking method by block diagonalization of topological matrix
Weina Fu; Jiantao Zhou; Chunyan An
2015-09-30
Source PublicationJournal of Supercomputing
ISSN0920-8542
Volume72Issue:7Pages:2502-2519
Abstract

Today, movement recognition becomes a highlight in visual analysis. One problem in movement recognition is that existing characteristics of moving objects cannot be applied to recognize moving targets with similar color components and different color structures, which can be easily recognized by human vision. So, in this paper, a novel target tracking method is presented by both color topology and movement features. First, color topology of moving targets is extracted based on analysis of visual mechanism in human vision. In this way, the topology is processed as block diagonal matrix and divided to sub-topological matrices. Then, moving targets are recognized by both similarity of color topological matrices and movement features. Finally, a distributed dynamic tracking method is presented by the division of moving targets because of the huge computation of movement recognition and topological similarity. Experimental results show the high accuracy and real-time of the proposed method.

KeywordBlock Diagonalization Distributed Dynamic Method Target Partition Target Tracking Topological Matrix
DOI10.1007/s11227-015-1499-4
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS IDWOS:000379086300005
Scopus ID2-s2.0-84944707141
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Citation statistics
Document TypeJournal article
CollectionUniversity of Macau
Corresponding AuthorJiantao Zhou
AffiliationCollege of Computer Science, Inner Mongolia University, Hohhot 010012, China
Recommended Citation
GB/T 7714
Weina Fu,Jiantao Zhou,Chunyan An. Distributed dynamic target tracking method by block diagonalization of topological matrix[J]. Journal of Supercomputing, 2015, 72(7), 2502-2519.
APA Weina Fu., Jiantao Zhou., & Chunyan An (2015). Distributed dynamic target tracking method by block diagonalization of topological matrix. Journal of Supercomputing, 72(7), 2502-2519.
MLA Weina Fu,et al."Distributed dynamic target tracking method by block diagonalization of topological matrix".Journal of Supercomputing 72.7(2015):2502-2519.
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