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In conjunction with the advancing development of driver assistance systems, driver observation becomes increasingly important. This paper proposes a new approach for driver's head pose estimation. With a stereo camera mounted in a realistic position on top of the center stack the system continuously tracks the orientation of the driver's head in realtime (25fps) using solely 3-D information. The systems...