DocumentCode
442666
Title
Vehicle mounted wide FOV stereo for traffic and pedestrian detection
Author
Gandhi, Tarak ; Trivedi, Mohan M.
Author_Institution
Lab. of Comput. Vision & Robotics Res., California Univ., San Diego, La Jolla, CA, USA
Volume
2
fYear
2005
fDate
11-14 Sept. 2005
Abstract
This paper describes an approach for detecting objects in front of an automobile using wide field of view stereo with a pair of omni cameras. Several configurations are suggested for effective detection of vehicles and pedestrians. The omni cameras are calibrated using sets of parallel lines on a parking lot. The calibration is used to rectify the omni images. Stereo matching is performed on the rectified images to detect other vehicles and pedestrians. Experimental results show promise of detecting these objects on the road.
Keywords
automobiles; cameras; image matching; object detection; stereo image processing; automobile detection; object detection; omnicameras; pedestrian detection; stereo matching; wide field of view stereo; Calibration; Cameras; Computer vision; Intelligent vehicles; Motion analysis; Object detection; Roads; Robot vision systems; Stereo vision; Vehicle detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN
0-7803-9134-9
Type
conf
DOI
10.1109/ICIP.2005.1530006
Filename
1530006
Link To Document