Unified 3D face and ear recognition using wavelets on geometry images
Pattern Recognition
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Automated human identification using ear imaging
Pattern Recognition
A review of recent advances in 3D ear- and expression-invariant face biometrics
ACM Computing Surveys (CSUR)
Rigid and non-rigid shape matching for mechanical components retrieval
CISIM'12 Proceedings of the 11th IFIP TC 8 international conference on Computer Information Systems and Industrial Management
ACM Computing Surveys (CSUR)
Hi-index | 0.00 |
Recently, researchers have focused on the use of threedimensional data as a source of distinguishing features for personal identification. In this paper, the recognition performance of three three-dimensional biometric modalities (face, ear, and finger surface) is compared. In addition, we combine the modalities in an attempt to improve overall recognition performance. The Iterative Closest Point (ICP) algorithm and root mean square (RMS) registration error are used to measure match quality in each case. The experimental results using a dataset of multi-modal biometric samples collected from a group of 85 individuals are presented.