Title :
3-D articulated pose tracking for untethered diectic reference
Author :
Demirdjian, David ; Darrell, Trevor
Author_Institution :
Artificial Intelligence Lab., MIT, Cambridge, MA, USA
Abstract :
Arm and body pose are useful cues for diectic reference - users naturally extend their arms to objects of interest in a dialog. We present recent progress on untethered sensing of articulated arm and body configuration using robust stereo vision techniques. These techniques allow robust, accurate, real-time tracking of 3D position and orientation. We demonstrate users´ performance with our system on object selection tasks and describe our initial efforts to integrate this system into a multimodal conversational dialog framework.
Keywords :
gesture recognition; image motion analysis; real-time systems; stereo image processing; tracking; user interfaces; 3D articulated pose tracking; 3D position; arm pose; articulated arm-body configuration; body pose; multimodal conversational dialog; object selection tasks; orientation; real-time tracking; robust stereo vision techniques; untethered diectic reference; user interface; Arm; Artificial intelligence; Face detection; Fingers; Iterative closest point algorithm; Real time systems; Robustness; Shape; Skin; Stereo vision;
Conference_Titel :
Multimodal Interfaces, 2002. Proceedings. Fourth IEEE International Conference on
Print_ISBN :
0-7695-1834-6
DOI :
10.1109/ICMI.2002.1167005