NDLI: A 3D object model for wireless camera networks with network constraints

Content Provider	IEEE Xplore Digital Library
Author	Fanyu Kong Jindong Tan
Copyright Year	2009
Description	Author affiliation: Department of Electrical and Computer Engineering, Michigan Technological University, Houghton, 49931, USA (Fanyu Kong; Jindong Tan)
Abstract	A 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 view-point 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 the level where smart cameras can afford. Concrete data structure of the model is described in this paper and its reconstruction method, fusion method are provided. Finally, experiment results show its feasibility, efficiency and effectiveness.
Starting Page	1
Ending Page	8
File Size	979668
Page Count	8
File Format	PDF
ISBN	9781424446209
DOI	10.1109/ICDSC.2009.5289379
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-08-30
Publisher Place	Italy
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Embedded computing Surveillance Layout Smart cameras Bandwidth Reconstruction algorithms Image sequences State estimation Image reconstruction Monitoring
Content Type	Text
Resource Type	Article

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