A survey of approaches and challenges in 3D and multi-modal 3D + 2D face recognition
Computer Vision and Image Understanding
Multiple Nose Region Matching for 3D Face Recognition under Varying Facial Expression
IEEE Transactions on Pattern Analysis and Machine Intelligence
Description and retrieval of 3D face models using iso-geodesic stripes
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
A 3D face and hand biometric system for robust user-friendly authentication
Pattern Recognition Letters
Unified 3D face and ear recognition using wavelets on geometry images
Pattern Recognition
3D face recognition by constructing deformation invariant image
Pattern Recognition Letters
Face recognition based on 3D ridge images obtained from range data
Pattern Recognition
3D Face Recognition by Local Shape Difference Boosting
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
An Expression Deformation Approach to Non-rigid 3D Face Recognition
International Journal of Computer Vision
On Decomposing an Unseen 3D Face into Neutral Face and Expression Deformations
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
3D Face Recognition Using Joint Differential Invariants
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Nasal Region-Based 3D Face Recognition under Pose and Expression Variations
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition
Computer Vision and Image Understanding
Fast and efficient 3D face recognition using wavelet networks
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Automatic face segmentation and facial landmark detection in range images
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
3D face recognition based on sparse representation
The Journal of Supercomputing
Ultra fast GPU assisted face recognition based on 3d geometry and texture data
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
A review of recent advances in 3D ear- and expression-invariant face biometrics
ACM Computing Surveys (CSUR)
On the simultaneous recognition of identity and expression from BU-3DFE datasets
Pattern Recognition Letters
Robust 3D face recognition from expression categorisation
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Multibiometric human recognition using 3D ear and face features
Pattern Recognition
3D face recognition using local binary patterns
Signal Processing
A novel framework for automatic 3D face recognition using quality assessment
Multimedia Tools and Applications
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We present a new algorithm for 3D face recognition, and compare its performance to that of previous approaches. We focus especially on the case of facial expression change between gallery and probe images. We first establish performance comparisons using a PCA ("eigenface") algorithm and an ICP (iterative closest point) algorithm similar to ones reported in the literature. Experimental results show that the performance of either approach degrades substantially in the case Then we introduce a new algorithm, Adaptive Rigid Multi-region Selection, is introduced to independently matches multiple facial regions and creates a fused result. This algorithm is fully automated and used no manually selected landmark points. Experimental results show that our new algorithm substantially improves performance in the case of varying facial expression. Our experimental results are based on the largest 3D face dataset to date, with 449 persons, over 4,000 3D images, and substantial lapse between gallery and probe images.