The knowledge of a user’s head pose can improve the overall user experience in many application. Our tracker tracks 3D head pose in real time robustly using multiple loosely placed web cameras with unknown geometric placement. Compared to single camera tracking, the use of multiple cameras increases the reliability of tracking by covering a wider range of poses as well as providing more accurate results.