Title :
Task analysis based on observing hands and objects by vision
Author :
Sato, Yoshihiro ; Bernardin, Keni ; Kimura, Hiroshi ; Ikeuchi, Katsushi
Author_Institution :
Univ. of Electro-Commun., Tokyo, Japan
Abstract :
In order to transmit, share and store human knowledge, it is important for a robot to be able to acquire task models and skills by observing human actions. Since vision plays an important role for observation, we propose a technique for measuring the position and posture of objects and hands in 3-dimensional space at high speed and with high precision by vision. Next, we show a framework for the analysis and description of a task by using an object functions as elements.
Keywords :
pattern recognition; robot vision; target tracking; task analysis; event detection; hand shape recognition; object tracking; range sensor; robot vision; task analysis; Extraterrestrial measurements; Histograms; Humans; Orbital robotics; Position measurement; Robot sensing systems; Robotics and automation; Shape; Solid modeling; Velocity measurement;
Conference_Titel :
Intelligent Robots and Systems, 2002. IEEE/RSJ International Conference on
Print_ISBN :
0-7803-7398-7
DOI :
10.1109/IRDS.2002.1043898