Teleconferencing Using an Attentive Camera System

State-of-the-art teleconference systems are not capable of recording a discussion of an entire group. The reason is that limited bandwidth of computer networks only allows for the use of cameras with a limited resolution just large enough to transmit a detailed image of a single person. In this contribution an attentional camera system for teleconferencing is presented that is able to follow a conversation of a group of people by actively controlling the camera. The system acts like a silent observer who continuously gaz es at the person who is talking. Detection and tracking is based on visual as well as on acoustic cues. The system is designed as a Perception-Action Cycle (PAC) which is an example of a behaviour-based vision system.

[1]  Kyu Ho Park,et al.  Automatic human face location in a complex background using motion and color information , 1996, Pattern Recognit..

[2]  John K. Tsotsos Analyzing vision at the complexity level , 1990, Behavioral and Brain Sciences.

[3]  Gregory D. Hager,et al.  Incremental focus of attention for robust visual tracking , 1996, Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[4]  Edward H. Adelson,et al.  PYRAMID METHODS IN IMAGE PROCESSING. , 1984 .

[5]  Subbarayan Pasupathy,et al.  Predictive head movement tracking using a Kalman filter , 1997, IEEE Trans. Syst. Man Cybern. Part B.

[6]  Fumio Kishino,et al.  Virtual Space Teleconferencing: Real-Time Reproduction of 3D Human Images , 1995, J. Vis. Commun. Image Represent..

[7]  Alexander H. Waibel,et al.  Focus of attention: Towards low bitrate video tele-conferencing , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[8]  Hanqi Zhuang,et al.  Eye Feature Tracking from a Sequence Using Kalman Filter , 1995 .

[9]  Shree K. Nayar,et al.  Catadioptric omnidirectional camera , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[10]  Rainer Herpers,et al.  Edge and keypoint detection in facial regions , 1996, Proceedings of the Second International Conference on Automatic Face and Gesture Recognition.

[11]  James L. Crowley,et al.  Vision for man machine interaction , 1995 .

[12]  Rainer Herpers,et al.  An Attentive Processing Strategy for the Analysis of Facial Features , 1998 .