A Method for Registration of 3-D Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part II
A morphable model for the synthesis of 3D faces
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Face verification from 3D and grey level clues
Pattern Recognition Letters
Scattered Data Interpolation with Multilevel B-Splines
IEEE Transactions on Visualization and Computer Graphics
Texture Mapping Using Surface Flattening via Multidimensional Scaling
IEEE Transactions on Visualization and Computer Graphics
Computational Surface Flattening: A Voxel-Based Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reconstruction of Partially Damaged Face Images Based on a Morphable Face Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Use of depth and colour eigenfaces for face recognition
Pattern Recognition Letters
Face Recognition Based on Fitting a 3D Morphable Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Expression-invariant 3D face recognition
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A fast algorithm for ICP-based 3D shape biometrics
Computer Vision and Image Understanding
A Method for Robust Nose Tip Location across Pose Variety in 3D Face Data
CAR '09 Proceedings of the 2009 International Asia Conference on Informatics in Control, Automation and Robotics
Face Recognition Technology for Ubiquitous Computing Environment
UAHCI '09 Proceedings of the 5th International on ConferenceUniversal Access in Human-Computer Interaction. Part II: Intelligent and Ubiquitous Interaction Environments
Biometric User Authentication Based on 3D Face Recognition Under Ubiquitous Computing Environment
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
3D model based face recognition by face representation using PVM and pose approximation
UAHCI'07 Proceedings of the 4th international conference on Universal access in human-computer interaction: ambient interaction
Biometric driver authentication based on 3D face recognition for telematics applications
UAHCI'07 Proceedings of the 4th international conference on Universal access in human computer interaction: coping with diversity
An efficient 3D face recognition algorithm
NTMS'09 Proceedings of the 3rd international conference on New technologies, mobility and security
Fast and Accurate 3D Face Recognition
International Journal of Computer Vision
Face representation method using pixel-to-vertex map (PVM) for 3d model based face recognition
ECCV'06 Proceedings of the 2006 international conference on Computer Vision in Human-Computer Interaction
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We introduce a novel technique for face recognition by using 3D face data that has been reconstructed from a stereo camera system. The face data consists of a dense 3D mesh of vertices describing the facial shape and geometry as well as a 2D texture map describing the facial appearance of each subject. We propose a recognition algorithm based on two steps: The first step involves the cleaning of the facial surface followed by a registration and normalization to a standard template face. The second step involves the creation of a PCA model and the use of a reduced dimensionality face space for the calculation of facial similarity. We use this technique on 3D surface and texture data comprising 83 subjects. Our results demonstrate the wealth of 3D information on the face as well as the importance of standardization and noise elimination in the datasets.