Title :
An autonomous sewer robots navigation based on stereo camera information
Author :
Ahrary, Alireza ; Tian, Li ; Kamata, Sei-ichiro ; Ishikawa, Masumi
Author_Institution :
FAIS-Robotics Res. Inst., Kitakyushu
Abstract :
In this paper, we propose a method for autonomous sewer robots to navigate through a sewer pipe system based on stereo camera information. In this method, local features such as manholes and pipe joints are extracting as a feature pixels in the region of interest (ROI) of left image. Then, an accurate and fast stereo matching measure named linear computation is implemented in this ROI image to compute the distance between the robots and local features. Finally, the distance data can be used for navigation map in sewer pipe system. The experimental results show that our method can provide sufficient information for autonomous sewer robots navigation
Keywords :
image matching; mobile robots; navigation; pipelines; stereo image processing; autonomous sewer robot navigation; linear computation; manhole; navigation map; pipe joint; sewer pipe system; stereo camera information; stereo matching; Cameras; Computer vision; Data mining; Global Positioning System; Inspection; Navigation; Robot sensing systems; Robot vision systems; Robotics and automation; Ultrasonic transducers;
Conference_Titel :
Tools with Artificial Intelligence, 2005. ICTAI 05. 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2488-5
DOI :
10.1109/ICTAI.2005.35