Title :
Measurement of ground surface displacement using stereo vision and mechanical sensors on humanoid robots
Author :
Yoshimi, Takashi ; Kawai, Yoshiaki ; Fukase, Yutaro ; Araki, Hidekazu ; Tomita, Fumiaki
Author_Institution :
Intelligent Syst. Inst., Agency of Ind. Sci. & Technol., Ibaraki, Japan
fDate :
30 July-1 Aug. 2003
Abstract :
This paper presents a system for measuring ground surface displacement using stereo vision and mechanical sensors on a humanoid robot. The stereo vision system generates a set of range data for each view by a correlation method as ground surfaces can be regarded as smoothed surfaces with random texture patterns. The mechanical sensors are encoders, gyro sensors and acceleration sensors that measure the angles of joints, angular velocity and acceleration of the robot. With those angles and the link geometry, the transfer matrices between different views are generated and used to register sets of range data.
Keywords :
accelerometers; displacement measurement; gyroscopes; mobile robots; robot vision; sensor fusion; stereo image processing; HRP-2; acceleration sensor; angular velocity; correlation method; encoder; ground surface displacement measurement; gyro sensor; humanoid robot; joint angle measurement; link geometry; mechanical sensor; random texture pattern; range data generation; robot acceleration; smoothed surface; stereo vision; transfer matrix; Acceleration; Accelerometers; Correlation; Displacement measurement; Humanoid robots; Mechanical sensors; Mechanical variables measurement; Stereo vision; Surface texture; Velocity measurement;
Conference_Titel :
Multisensor Fusion and Integration for Intelligent Systems, MFI2003. Proceedings of IEEE International Conference on
Print_ISBN :
0-7803-7987-X
DOI :
10.1109/MFI-2003.2003.1232644