NDLI: Object color propagation in an unregistered distributed video sensor network

Content Provider	IEEE Xplore Digital Library
Author	Venkataraman, V. Srinivasan, S. Stefanidis, A.
Copyright Year	2004
Description	Author affiliation: Dept. of Spatial Inf. Sci. & Eng., Maine Univ., Orono, ME, USA (Venkataraman, V.; Srinivasan, S.; Stefanidis, A.)
Abstract	In this paper we address the use of object color characteristics as a predominant linking parameter between disjoint video scenes in unregistered distributed video sensor networks. In our approach we proceed by tracking objects in high-resolution video scenes using accumulated frame differencing and morphological techniques. We continue by minimizing shadow effects in object tracking through background detection, in order to obtain more accurate object color signatures. These signatures are then used to link trajectory fragments across disjoint video feeds in a sensor network. We present experimental results to demonstrate the performance of our approach, especially addressing the effect of resolution in tracking, and the role of color signatures as a key linking element when video scene registration is not possible.
Starting Page	2853
Ending Page	2856
File Size	299487
Page Count	4
File Format	PDF
ISBN	0780385543
ISSN	15224880
DOI	10.1109/ICIP.2004.1421707
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-10-24
Publisher Place	Singapore
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Intelligent networks Layout Feeds Optical sensors Cameras Object detection Tracking Joining processes Temperature sensors Motion analysis
Content Type	Text
Resource Type	Article

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