Title

An Informatics-Based Approach To Object Tracking For Distributed Live Video Computing

Keywords

Camera; Distributed Computing; Network; Query Evaluation; Tracking

Abstract

Omnipresent camera networks have been a popular research topic in recent years. Example applications include surveillance and monitoring of inaccessible areas such as train tunnels and bridges. Though a large body of existing work focuses on image and video processing techniques, very few address the usability of such systems or the implications of real-time video dissemination. In this paper, we present our work on extending the LVDBMS prototype with a multifaceted object model to better characterize objects in live video streams. This forms the basis for a cross camera tracking framework based on the informatics-based approach which permits objects to be tracked from one video stream to another. Queries may be defined that monitor the streams in real time for complex events. Such a new database management environment provides a general-purpose platform for distributed live video computing. © 2011 Springer-Verlag.

Publication Date

6-8-2011

Publication Title

Communications in Computer and Information Science

Volume

149 CCIS

Number of Pages

120-128

Document Type

Article; Proceedings Paper

Personal Identifier

scopus

DOI Link

https://doi.org/10.1007/978-3-642-21512-4_14

Socpus ID

79957961855 (Scopus)

Source API URL

https://api.elsevier.com/content/abstract/scopus_id/79957961855

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