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A 3D object model for wireless camera networks with network constraints
Tan JD(谈金东); Kong, Fanyu; Liang W(梁炜)
Department工业控制网络与系统研究室
Source PublicationTRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
ISSN0142-3312
2013
Volume35Issue:7Pages:866-874
Indexed BySCI ; EI
EI Accession number20133816767399
WOS IDWOS:000326173800002
Contribution Rank3
Funding OrganizationThis research is partially supported by NSF under grants ECS#0528967 and CSR #0720781.
KeywordCamera Networks 3d Reconstruction Live 3d View
AbstractA new general 3D object model is required in the literature of smart camera networks to facilitate future research. This paper presents a novel hierarchical and structural 3D model description which is well suited for both events detection and real-time free viewpoint surveillance. With this 3D model, sparse points are used to reconstruct objects. In addition, the state of the model is easy to track and estimate, which can be used to reduce time and computation when reconstructing the model. Further, data flow in the network is reduced to a level that smart cameras can afford. A concrete data structure of the model is described in this paper and its reconstruction method, the fusion method, is provided. Finally, experiment results show its feasibility, efficiency and effectiveness.
Language英语
WOS HeadingsScience & Technology ; Technology
WOS SubjectAutomation & Control Systems ; Instruments & Instrumentation
WOS KeywordSMART CAMERAS ; TRACKING ; RECONSTRUCTION
WOS Research AreaAutomation & Control Systems ; Instruments & Instrumentation
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/13991
Collection工业控制网络与系统研究室
Corresponding AuthorTan JD(谈金东)
Affiliation1.Department of Mechanical, Aerospace and Biomedical Engineering, University of Tennessee, Knoxville, 1512 Middle Drive, Knoxville, TN 37996-2210, United States
2.Microsoft, Inc, Seattle, WA, United States
3.Laboratory of Industrial Control Network and Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
Recommended Citation
GB/T 7714
Tan JD,Kong, Fanyu,Liang W. A 3D object model for wireless camera networks with network constraints[J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL,2013,35(7):866-874.
APA Tan JD,Kong, Fanyu,&Liang W.(2013).A 3D object model for wireless camera networks with network constraints.TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL,35(7),866-874.
MLA Tan JD,et al."A 3D object model for wireless camera networks with network constraints".TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL 35.7(2013):866-874.
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