DocumentCode :
1655707
Title :
Steering wheel´s angle tracking from camera-car
Author :
Cucchiara, Rita ; Prati, Andrea ; Vigett, Francesca
Author_Institution :
Dipt. di Ingegneria dell´´Informazione, Modena Univ., Italy
fYear :
2003
Firstpage :
406
Lastpage :
409
Abstract :
This paper proposes a general-purpose method to track the steering wheel´s absolute angle by using a single camera vision system mounted inside the car. The approach is based on the modeling of the motion of the steering wheel, as it appears perspectively distorted by the point of view of the uncalibrated camera. We modified the Lucas-Kanade method for an approximately rotational motion model in order to provide the detection and tracking of significant features on the wheel. The experimental results are compared with ground-truth data obtained with different types of sensors.
Keywords :
automobiles; feature extraction; image sensors; position control; tracking; video cameras; Lucas-Kanade method; automobiles; camera vision system; feature detection; feature selection; feature tracking; ground truth data; rotational motion model; sensors; steering wheel angle tracking; Automatic control; Cameras; Land vehicles; Motion detection; Real time systems; Sensor systems and applications; Tracking; Vehicle driving; Videos; Wheels;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Vehicles Symposium, 2003. Proceedings. IEEE
Print_ISBN :
0-7803-7848-2
Type :
conf
DOI :
10.1109/IVS.2003.1212945
Filename :
1212945
Link To Document :
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