Title :
Hole filled 3D map using mobile robots in the urban environment
Author :
Park, Sang Un ; Shim, Inwook ; Chung, Myung Jin
Author_Institution :
Dept. of Electr. Eng., KAIST, Daejeon, South Korea
Abstract :
3D mapping and expression of the environment are very important with various applications in many different fields. Among the various sensors (vision sensor, infrared sensor, and LiDAR (Light Detection and Ranging) sensor), we used the LiDAR sensor in this paper because its accuracy is good and easy to handle. There exist holes in the result of 3D reconstruction. When these holes are filled, improved results of localization, and path planning are expected. We propose a contour based sampling algorithm to fill holes. It uses the information from regions near the holes for the prediction, and the results confirm that the filled regions look similar to the real environment.
Keywords :
image reconstruction; mobile robots; optical radar; path planning; robot vision; 3D reconstruction; LiDAR sensor; contour based sampling algorithm; hole filled 3D map; infrared sensor; light detection and ranging; mobile robots; path planning; urban environment; vision sensor; Filling; Laser radar; Robot sensing systems; Three dimensional displays; Vehicles; 3D Map; Contour Based Sampling Algorithm; Hole Filling;
Conference_Titel :
Ubiquitous Robots and Ambient Intelligence (URAI), 2011 8th International Conference on
Conference_Location :
Incheon
Print_ISBN :
978-1-4577-0722-3
DOI :
10.1109/URAI.2011.6146006