DocumentCode
3353981
Title
Construction of a compact range image sensor using multi-slit laser projector and obstacle detection of a humanoid with the sensor
Author
Kuroki, Takahiro ; Terabayashi, Kenji ; Umeda, Kazunori
Author_Institution
Sch. of Sci. & Eng., Chuo Univ., Tokyo, Japan
fYear
2010
fDate
18-22 Oct. 2010
Firstpage
5972
Lastpage
5977
Abstract
Detection of obstacles on a plane is important for a mobile robot that moves in a living space, especially for a humanoid that falls down even with a small obstacle. In this paper, a range image sensor for detecting small obstacles on a plane is constructed using a multi-slit laser projector. The sensor consists of a commercially available laser projector and a CCD camera. It measures a relative disparity map (RDMap) whose measurement errors are not affected by the distance. From the obtained RDMap, a plane is estimated using RANSAC and regions out of the plane are detected as obstacles. Experiments show that planes can be obtained with small errors in RDMaps with the constructed sensor, and that a humanoid with the constructed sensor can detect small obstacles such as a moving ping-pong ball and a LAN cable on a plane by the proposed methods while walking.
Keywords
collision avoidance; humanoid robots; image sensors; robot vision; LAN cable; RDMap; compact range image sensor; measurement errors; mobile robot; multislit laser projector; obstacle detection; ping-pong ball; relative disparity map;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
Conference_Location
Taipei
ISSN
2153-0858
Print_ISBN
978-1-4244-6674-0
Type
conf
DOI
10.1109/IROS.2010.5652710
Filename
5652710
Link To Document