DocumentCode
3403296
Title
Obstacle detection for a vehicle using optical flow
Author
Young, Gin-Shu ; Hong, Tsai-Hong ; Herman, Martin ; Yang, Jackson C S
Author_Institution
Nat. Inst. of Stand. & Technol., Gaithersburg, MD, USA
fYear
1992
fDate
29 Jun-1 Jul 1992
Firstpage
185
Lastpage
190
Abstract
A novel approach to obstacle detection using optical flow without recovering range information has been developed. This method can be used for ground vehicles to navigate through man-made roadways or natural outdoor terrain or for air vehicles to land on known or unknown terrain. A linear relationship, plotted as a line and called a reference flow line, has been found. This reference flow line can be used to detect discrete obstacles above or below the reference terrain. Slopes of surface regions are also computed. The approach is simple, fast, and robust because: (1) the only required information is one component of the optical flow, (2) each image line can be processed in parallel, and (3) the error sources involved are reduced to a minimum. An initial experiment using noisy synthetic data is also included to demonstrate the applicability and robustness of the method
Keywords
image recognition; navigation; optical information processing; vehicles; image recognition; navigation; obstacle avoidance; obstacle detection; optical flow; outdoor terrain; reference flow line; vehicles; Biomedical optical imaging; Cameras; Image motion analysis; Land vehicles; Navigation; Optical sensors; Remotely operated vehicles; Road vehicles; Robustness; Vehicle detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Vehicles '92 Symposium., Proceedings of the
Conference_Location
Detroit, MI
Print_ISBN
0-7803-0747-X
Type
conf
DOI
10.1109/IVS.1992.252254
Filename
252254
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