Title :
Using motion capture data to regenerate operator´s motions in a simulator in real time
Author :
Duan, Feng ; Tan, Jeffrey Too Chuan ; Arai, Tamio
Author_Institution :
Dept. of Precision Eng., Univ. of Tokyo, Tokyo
Abstract :
During the human-robot cooperation assembly process, detecting an operator´s position not only protects the operator, but can also predict the operator´s intention according to his position. This paper describes an image-based operator monitoring system based on the direct linear transformation (DLT) method. To overcome the changing light conditions in actual factories, a special color filter method was used to detect color marks attached to the operator´s body. However, it is impossible to determine whether the detected data is correct based only on the detected 3D position data of the color marks. Hence, a kinematic human body simulator was built to regenerate human operator´s motions in real time. According to the experimental results, the operator monitoring system meets the measurement accuracy requirement. Furthermore, this system can easily be adjusted to satisfy the changing light conditions. Thus, human operator´s motions can be conveniently regenerated in real time by importing the detected joint angle data into the kinematic human body simulator. This system provides a solid foundation to protect an operator during the human-robot cooperation assembly process.
Keywords :
cellular manufacturing; human-robot interaction; image colour analysis; image motion analysis; matrix algebra; monitoring; object detection; robot vision; robotic assembly; cell production system; color filter method; color mark detection; direct linear matrix transformation method; human-robot cooperation assembly process; image-based operator monitoring system; kinematic human body simulator; light condition; motion capture data; Assembly; Biological system modeling; Color; Filters; Humans; Joints; Kinematics; Motion detection; Production facilities; Protection; Cell production; Direct Linear Transformation Method; Image processing; Kinematic human body simulator; Monitoring system;
Conference_Titel :
Robotics and Biomimetics, 2008. ROBIO 2008. IEEE International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4244-2678-2
Electronic_ISBN :
978-1-4244-2679-9
DOI :
10.1109/ROBIO.2009.4912987