Residential College | false |
Status | 已發表Published |
Distributed dynamic target tracking method by block diagonalization of topological matrix | |
Weina Fu; Jiantao Zhou; Chunyan An | |
2015-09-30 | |
Source Publication | Journal of Supercomputing |
ISSN | 0920-8542 |
Volume | 72Issue: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. |
Keyword | Block Diagonalization Distributed Dynamic Method Target Partition Target Tracking Topological Matrix |
DOI | 10.1007/s11227-015-1499-4 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Computer Science ; Engineering |
WOS Subject | Computer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic |
WOS ID | WOS:000379086300005 |
Scopus ID | 2-s2.0-84944707141 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | University of Macau |
Corresponding Author | Jiantao Zhou |
Affiliation | College 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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