DocumentCode
3181046
Title
Log of the inverse of the Distance Transform and Fast Marching applied to Path Planning
Author
Garrido, Santiago ; Moreno, Luis ; Blanco, Dolores ; Martin, Fernando
Author_Institution
Robotics Lab., Carlos III Univ., Madrid
fYear
2006
fDate
9-15 Oct. 2006
Firstpage
2882
Lastpage
2887
Abstract
This paper presents a new path planning method based in the inverse of the logarithm of the distance transform and in the fast marching method. The distance transform of an image gives a grey scale that is darker near the obstacles and walls and more clear far from them and it is calculated via Voronoi diagram. The logarithm of the inverse of the distance transform imitates the repulsive electric potential from walls and obstacles. This method is very fast and reliable and the trajectories are similar to the human trajectories: smooth and not very close to obstacles and walls
Keywords
collision avoidance; computational geometry; mobile robots; Voronoi diagram; distance transform; fast marching method; grey scale; mobile robots; path planning method; repulsive electric potential; Electric potential; Euclidean distance; Humans; Intelligent robots; Mobile robots; Path planning; Pixel; Safety; Shape; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on
Conference_Location
Beijing
Print_ISBN
1-4244-0258-1
Electronic_ISBN
1-4244-0259-X
Type
conf
DOI
10.1109/IROS.2006.282137
Filename
4058831
Link To Document