Title :
Fast stereo-based head tracking for interactive environments
Author :
Morency, Louis-Philippe ; Rahimi, Ali ; Checka, Neal ; Darrell, Trevor
Author_Institution :
Artificial Intelligence Lab., MIT, Cambridge, MA, USA
Abstract :
We present a robust implementation of stereo-based head tracking designed for interactive environments with uncontrolled lighting. We integrate fast face detection and drift reduction algorithms with a gradient-based stereo rigid motion tracking technique. Our system can automatically segment and track a user´s head under large rotation and illumination variations. Precision and usability of our approach are compared with previous tracking methods for cursor control and target selection in both desktop and interactive room environments.
Keywords :
face recognition; image motion analysis; image segmentation; interactive systems; stereo image processing; tracking; user interfaces; cursor control; desktop environments; drift reduction algorithms; fast face detection; gradient-based stereo rigid motion tracking; illumination; image segmentation; interactive environments; interactive room environments; robust implementation; rotation; stereo-based head tracking; target selection; uncontrolled lighting; usability; Airplanes; Artificial intelligence; Automatic control; Face detection; Lighting; Mice; Robustness; Shape; Tracking; Usability;
Conference_Titel :
Automatic Face and Gesture Recognition, 2002. Proceedings. Fifth IEEE International Conference on
Conference_Location :
Washington, DC, USA
Print_ISBN :
0-7695-1602-5
DOI :
10.1109/AFGR.2002.1004185