DocumentCode :
3173740
Title :
Moving Object Detection in Indoor Environments Using Laser Range Data
Author :
Amarasinghe, Dilan ; Mann, George K I ; Gosine, Raymond G.
Author_Institution :
Fac. of Eng. & Appl. Sci., Memorial Univ. of Newfoundland, St. John´´s, Nfld.
fYear :
2006
fDate :
Oct. 2006
Firstpage :
802
Lastpage :
807
Abstract :
Identification of moving objects in the vicinity of a mobile robot is important for safe navigation. This paper presents a robust technique for detecting moving objects using a laser ranger mounted on a mobile robot. The proposed method uses two consecutive laser range scans to detect the moving objects in the environment. After the initial alignment of the two laser scans, each laser reading is segmented and classified according to object type, stationary, non-stationary or indeterminate. Laser reading segments are then analyzed using an algorithm to maximally recover the moving objects. The proposed algorithm has the ability to recover all possible laser readings that belong to moving objects. The developed algorithm is verified using experimental results
Keywords :
image motion analysis; laser ranging; mobile robots; object detection; path planning; robot vision; laser range data; laser reading segments; mobile robot; moving object detection; safe navigation; Computer vision; Indoor environments; Laser fusion; Laser modes; Laser theory; Mobile robots; Navigation; Object detection; Object recognition; Orbital robotics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-0259-X
Electronic_ISBN :
1-4244-0259-X
Type :
conf
DOI :
10.1109/IROS.2006.281672
Filename :
4058459
Link To Document :
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