Title :
A Prototype for 3-D Hand Tracking and Posture Estimation
Author :
El-Sawah, Ayman ; Georganas, Nicolas D. ; Petriu, Emil M.
Author_Institution :
Discover Lab., Ottawa, Univ., Ottawa, ON
Abstract :
In this paper, we explain our experience in designing a prototype for 3-D hand tracking and dynamic gesture recognition. Our objective is to be able to continuously visually track the hand in a general background and to be able to recognize dynamic gestures in real time. The constraints and the conditions for our system to justify our approach are generic nonrestricted environment and generic nonspecific application. Our prototype has undergone several stages-from simulation to three different cycles of development and testing. We also present a road map for future development to reach the final goal.
Keywords :
gesture recognition; pose estimation; solid modelling; tracking; 3D hand modelling; 3D tracking prototype design; dynamic gesture recognition; generic nonrestricted environment; generic nonspecific application; posture estimation; Computational geometry; error model analysis; hand modeling; multijoint finger inverse kinematics; sensor calibration; vision-based hand posture estimation;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2008.925725