DocumentCode :
1281140
Title :
Real-Time Security Monitoring Around a Video Surveillance Vehicle With a Pair of Two-Camera Omni-Imaging Devices
Author :
Yuan, Pei-Hsuan ; Yang, Kuo-Feng ; Tsai, Wen-Hsiang
Author_Institution :
Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Volume :
60
Issue :
8
fYear :
2011
Firstpage :
3603
Lastpage :
3614
Abstract :
A pair of two-camera omni-imaging devices is designed for use on the roof of a video surveillance vehicle, and corresponding 3-D vision-based techniques for real-time security surveillance around the vehicle are proposed, which may be used to monitor passing-by persons around the vehicle. First, the design of the pair of two-camera omni-imaging devices, each device consisting of two omnicameras, with their optical axes vertically aligned, is described. Then, a new analytic technique for fast 3-D space data acquisition that is based on a panomapping method for image-to-world space transformation, as well as the rotational invariance property of the omni-image, is proposed. Techniques for constructing top- and perspective-view images for the convenient observation of the monitored environment are also proposed. Finally, 3-D vision techniques for automatically detecting passing-by persons and computing their locations and body heights are proposed, followed by experimental results, which show the precision and feasibility of the proposed techniques.
Keywords :
computer vision; object detection; vehicles; video surveillance; 3D space data acquisition; 3D vision; body heights; image-to-world space transformation; panomapping method; passing-by person detection; perspective-view images; realtime security monitoring; rotational invariance; top-view images; two-camera omni-imaging devices; video surveillance vehicle; Cameras; Mirrors; Pixel; Three dimensional displays; Vehicles; Video surveillance; 3-D data acquisition; Omnicamera; omni-image; passing-by person detection; perspective-view image; security monitoring; top-view image; video surveillance;
fLanguage :
English
Journal_Title :
Vehicular Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9545
Type :
jour
DOI :
10.1109/TVT.2011.2162862
Filename :
5960807
Link To Document :
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