DocumentCode :
433169
Title :
Object color propagation in an unregistered distributed video sensor network
Author :
Venkataraman, Vijay ; Srinivasan, Subeshan ; Stefanidis, Antony
Author_Institution :
Dept. of Spatial Inf. Sci. & Eng., Maine Univ., Orono, ME, USA
Volume :
5
fYear :
2004
fDate :
24-27 Oct. 2004
Firstpage :
2853
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.
Keywords :
image colour analysis; image registration; image resolution; image sensors; object detection; accumulated frame differencing; background detection; disjoint video scene; high-resolution video scene; morphological technique; object color propagation; object color signature; object tracking; predominant linking parameter; unregistered distributed video sensor network; video scene registration; Cameras; Feeds; Intelligent networks; Joining processes; Layout; Motion analysis; Object detection; Optical sensors; Temperature sensors; Tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
ISSN :
1522-4880
Print_ISBN :
0-7803-8554-3
Type :
conf
DOI :
10.1109/ICIP.2004.1421707
Filename :
1421707
Link To Document :
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