Title :
A Gesture Model and Its Applications in Risk Assessment for Misrecognition
Author :
Lu, Jian ; Jiang, Wei ; Hamajima, Kyoko
Author_Institution :
Nat. Inst. of Occupational Safety & Health, Tokyo
Abstract :
Before the gesture recognition is to be widely used as a new method for human-robot interface, some measurements are required for risk assessment and for risk reduction to assure safety, especially if the interface is to be used in action control for the robot working in human-robot cooperation style. In order to assess and to reduce the risk from misrecognition of gestures, a quantitative 3D model was proposed for representing gestures, and a quantitative measurement, called gesture distance, was proposed for the evaluation about how much the difference between gestures are. As the example of using the gesture distance, the method to implement the gesture recognition based on the gesture distance was briefly described, and then the risk assessment for a gesture recognition system was given based on the anthropometric data in Japanese Anthropometric Database.
Keywords :
gesture recognition; human computer interaction; man-machine systems; risk management; robot vision; Japanese Anthropometric Database; action control; gesture model; human-robot cooperation style; human-robot interface; misrecognition risk assessment; quantitative 3D model; risk reduction; Databases; Image recognition; Man machine systems; Occupational safety; Risk management; Robot control; Robot vision systems; Robotics and automation; Service robots; Speech recognition; Robot vision; gesture recognition; human-machine interface; risk reduction; robot safety;
Conference_Titel :
Robotics and Biomimetics, 2006. ROBIO '06. IEEE International Conference on
Conference_Location :
Kunming
Print_ISBN :
1-4244-0570-X
Electronic_ISBN :
1-4244-0571-8
DOI :
10.1109/ROBIO.2006.340254