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