Author(s)

Run Zhang

Corresponding Author

Run Zhang

ABSTRACT

Face recognition based on deep learning, which has already become a hot research topic in the field of biometric recognition at present, was reviewed. Firstly, face recognition and the basic structure of deep learning were introduced. Then, the current international and domestic research status quo and application of the technology were summarized, such as face recognition method based on convolutional neural network(CNN), deep nonlinear face shape extraction method, robust modeling of face pose based on deep learning, fully automatic face recognition in the constrained environment, face recognition based on deep learning under video surveillance, low resolution face recognition based on deep learning, and other face information recognition based on deep learning. Finally, a general analysis was made on the existing problems and future development trend of face recognition in the application of deep learning.

KEYWORDS

Deep Learning, Face Recognition, Convolutional Neural Network, Biometric Recognition