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Automatic Analysis of Facial Expressions: The State of the Art
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CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops - Volume 03
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Many of the contemporary 3D facial recognition and facial expression recognition algorithms depend on locating primary facial features, such as the eyes, nose, or lips. Others are dependent on determining the pose of the face. We propose a novel method for limiting the search space needed to find these "interesting features." We then show that our algorithm can be used in conjunction with surface labeling to robustly determine the pose of a face. Our approach does not require any type of training. It is pose-invariant and can be applied to both manually cropped models and raw range data, which can include the neck, ears, shoulders, and other noise. We applied the proposed algorithm to our created 3D range model database, the experiments show the promising results to classify individual faces and individual facial expressions.