Title :
Estimation for a hand position and orientation robust to motion of fingers using a web camera
Author :
Mizuchi, Y. ; Kawai, H. ; Hagiwara, Y. ; Imamura, H. ; Choi, Y.
Author_Institution :
Dept. of Inf. Syst. Sci., Soka Univ., Tokyo, Japan
Abstract :
We present a method to estimate the position and the orientation of a hand from a captured image for applications which need to manipulate instinctively and freely using a hand. We use a hand as a tool instead of an input device such as a mouse or a marker, and we use only a web camera instead of multiple-camera or an infrared camera, in order to improve mobility and usability. We focused on four valley-points between neighboring fingers as invariant feature points. By detecting four valley-points, the method makes possible the robust estimation for the position and the orientation of a hand regardless of the bending and the closing of fingers. In the method, we are able to move fingers freely when all valley-points are viewable. In an experiment, we qualitatively evaluated the robustness and usefulness of the proposed method by drawing 3DCG objects.
Keywords :
interactive devices; motion estimation; pose estimation; 3DCG object drawing; hand orientation estimation; hand position estimation; web camera; Brightness; Cameras; Estimation; Fingers; Image color analysis; Robustness; Three dimensional displays; Augmented Reality; Estimation of Position and Orientation; Robustness;
Conference_Titel :
Control Automation and Systems (ICCAS), 2010 International Conference on
Conference_Location :
Gyeonggi-do
Print_ISBN :
978-1-4244-7453-0
Electronic_ISBN :
978-89-93215-02-1