Title :
Motion recognition using DP matching based on position and force information
Author :
Nozaki, Takahiro ; Suzuki, Yusuke ; Ohnishi, Kouhei
Author_Institution :
Dept. of Syst. Design Eng., Keio Univ., Yokohama, Japan
Abstract :
This paper proposes a method to recognize human motion using DP matching based on position and force information. In this method, the position and force information is acquired by bilateral control system. Two kinds of motion information are recorded beforehand. These are called a reference pattern and an input pattern. The reference pattern is data of simple human motion, and the input pattern is data of a sequence of human motion. The input pattern is compared with the reference pattern. Then, it is recognized when the motion of the reference pattern is performed. DP matching is utilized in order to cope with nonlinear expansion and contraction of time. The validity of the proposed method is verified by experiments.
Keywords :
dynamic programming; haptic interfaces; mobile robots; DP matching; bilateral control system; force information; human motion recognition; input pattern; position information; reference pattern; Control systems; Force; Haptic interfaces; Humans; Pattern matching; Robots; Haptics; bilateral control; dynamic programming; force sensation; master-slave robot system; motion recognition;
Conference_Titel :
Human System Interactions (HSI), 2011 4th International Conference on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-9638-9
DOI :
10.1109/HSI.2011.5937351