Human face profile recognition by computer
Pattern Recognition
Face recognition: A literature survey
ACM Computing Surveys (CSUR)
Robust Metric and Alignment for Profile-Based Face Recognition: An Experimental Comparison
WACV-MOTION '05 Proceedings of the Seventh IEEE Workshops on Application of Computer Vision (WACV/MOTION'05) - Volume 1 - Volume 01
Human Recognition Based on Face Profiles in Video
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops - Volume 03
IEEE Transactions on Pattern Analysis and Machine Intelligence
A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition
Computer Vision and Image Understanding
Profile-based 3D-aided face recognition
Pattern Recognition
3D human face description: landmarks measures and geometrical features
Image and Vision Computing
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The silhouette of the face profile is a well-known biometric that is already in use in Face Recognition research. One of the challenges for successful employment of this biometric is the sensitivity of its geometry to face rotation. In this paper, we introduce a new method that improves robustness to rotation. We achieve this by exploring the feature space of profiles under various rotations with the aid of a 3D face model. Based on fiducial points on the profile silhouette, we extract a set of rotation-, translation- and scale-invariant features which are used to design and train a hierarchical poseidentity classifier. In our experiments the classifier is used for the identification of a driver using his/her side-view image. We present our results on a publicly available database.