DocumentCode :
2330866
Title :
3D map building based on projection of virtual height line
Author :
Chen, Huahua ; Dong, Minhui
Author_Institution :
Coll. of Commun. Eng., Hangzhou Dianzi Univ., Hangzhou
fYear :
2008
fDate :
Nov. 30 2008-Dec. 3 2008
Firstpage :
1822
Lastpage :
1825
Abstract :
3D map building is an important task of autonomous land vehicle (ALV) for obstacle detection, path planning. Traditional methods using stereo vision usually relies on dense disparity map obtained by stereo matching, and 3D map is built based on the disparity map. Traditional methods are sensitive to mismatch pixels in disparity map, and dense stereo matching increases lots of unnecessary computation. This paper proposes a novel 3D map building method based on projection of virtual height line(VHL). Unlike traditional methods, the proposed neednpsilat obtain the disparity map, so it reduces the computation cost and can be highly real-time. Simulation and experimental result is given to show that the built 3D map is basically correct and meets the need of ALV navigation. Furthermore, combined with information from INS and GPS, a global 3D map that reflects the actual scene basically and meets the need of ALV navigation, is built based on the local 3D map.
Keywords :
mobile robots; path planning; robot vision; vehicles; 3D map building; GPS; INS; autonomous land vehicle; obstacle detection; path planning; virtual height line; Automotive engineering; Cameras; Educational institutions; Global Positioning System; High performance computing; Laser radar; Layout; Navigation; Radar detection; Stereo vision; map building; similarity metric; stereo matching; virtual height line;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2008. APCCAS 2008. IEEE Asia Pacific Conference on
Conference_Location :
Macao
Print_ISBN :
978-1-4244-2341-5
Electronic_ISBN :
978-1-4244-2342-2
Type :
conf
DOI :
10.1109/APCCAS.2008.4746397
Filename :
4746397
Link To Document :
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