Research on the Performance Testing Methods of Facial Recognition in Visual Smart Locks
In light of the widespread application of 3D facial recognition algorithms in visual-based intelligent locks,this paper proposes a performance testing method for 3D facial recognition,focusing on two core evaluation metrics:False Acceptance Rate(FAR)and False Rejection Rate(FRR).By comparing the commonly used 3D facial recognition technologies in the current intelligent lock market,the paper provides a detailed explanation of the selection of the fa-cial database for testing,the design of the testing process,and the statistical methods for the evaluation metrics.Through practical case experiments,this paper offers a reference for the performance testing methods of facial recognition tech-nology in intelligent locks.
3D face recognitionFARFRRface databasecharacteristic item
万方数据
维普
