DocumentCode :
2733013
Title :
A range security system for vehicle navigation
Author :
Garduño, M. ; Vachon, B.
Author_Institution :
Compiegne Univ., France
fYear :
1994
fDate :
24-26 Oct. 1994
Firstpage :
357
Lastpage :
362
Abstract :
The contribution of this research is the development of a security system the purpose of which is to assist the teleoperator of a mobile robot by providing him pertinent information about the robot working space. In this aim, the range image based perception system must be able to detect and localize, as fast as possible, obstacles (nontraversable regions) in the scene during robot´s motion. In this paper we present an accelerated strategy of obstacle detection using the knowledge of objects contained in previous images and their predicted positions in the new image. An iterative procedure based on a Kalman filter is used to improve robot´s state knowledge. Then, an image segmentation takes place according to security and emergency criteria. The range image is divided in priority areas to reduce obstacle research time. Some results obtained through experimentation of this method on synthetic images are developed in this paper.
Keywords :
Kalman filters; computerised navigation; image segmentation; iterative methods; mobile robots; navigation; telerobotics; vehicles; Kalman filter; image segmentation; iterative procedure; mobile robot; nontraversable regions; obstacle detection; obstacle localization; range image based perception system; range security system; synthetic images; teleoperator; vehicle navigation; Acceleration; Information security; Layout; Mobile robots; Motion detection; Navigation; Orbital robotics; Robot motion; Teleoperators; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Vehicles '94 Symposium, Proceedings of the
Print_ISBN :
0-7803-2135-9
Type :
conf
DOI :
10.1109/IVS.1994.639544
Filename :
639544
Link To Document :
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