"Face and gait biometrics authentication system based on simplified dee" by Amit Kumar, Sarika Jain et al.
Research on biometric methods has gained momentum due to the increase in security concerns. Face and gait biometrics are two biometrics that are safe and non-invasive in nature and can be captured without the knowledge of the person. These two biometric can be easily used in surveillance applications. This paper presents a multimodal biometrics system based on face and gait based on principal component analysis (PCA) along with a simplified deep neural network (S-DNN). In the S-DNN analysis, cross entropy instead of Euclidean distance is considered. In the proposed method, PCA is used for feat...
Source: uow.edu.au