DocumentCode
1977981
Title
An algorithm for real-time stereo vision implementation of head pose and gaze direction measurement
Author
Matsumoto, Yoshio ; Zelinsky, Alexander
Author_Institution
Nara Inst. of Sci. & Technol., Japan
fYear
2000
fDate
2000
Firstpage
499
Lastpage
504
Abstract
To build smart human interfaces, it is necessary for a system to know a user´s intention and point of attention. Since the motion of a person´s head pose and gaze direction are deeply related with his/her intention and attention, detection of such information can be utilized to build natural and intuitive interfaces. We describe our real-time stereo face tracking and gaze detection system to measure head pose and gaze direction simultaneously. The key aspect of our system is the use of real-time stereo vision together with a simple algorithm which is suitable for real-time processing. Since the 3D coordinates of the features on a face can be directly measured in our system, we can significantly simplify the algorithm for 3D model fitting to obtain the full 3D pose of the head compared with conventional systems that use monocular camera. Consequently we achieved a non-contact, passive, real-time, robust, accurate and compact measurement system for head pose and gaze direction
Keywords
face recognition; feature extraction; gesture recognition; real-time systems; stereo image processing; tracking; user interface management systems; 3D feature coordinates; 3D model fitting; face tracking; gaze direction measurement; head motion; head pose; measurement system; natural intuitive interfaces; real-time stereo vision; smart human interfaces; Cameras; Deformable models; Face detection; Hardware; Humans; Magnetic heads; Real time systems; Robustness; Stereo vision; Streaming media;
fLanguage
English
Publisher
ieee
Conference_Titel
Automatic Face and Gesture Recognition, 2000. Proceedings. Fourth IEEE International Conference on
Conference_Location
Grenoble
Print_ISBN
0-7695-0580-5
Type
conf
DOI
10.1109/AFGR.2000.840680
Filename
840680
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