A face recognition system based on convolution neural network

S Qiao, J Ma - 2018 Chinese Automation Congress (CAC), 2018 - ieeexplore.ieee.org
This paper presents a face recognition system based on convolution neural network. The
system consists of four convolution layers, three pooling layers, one full-connected layer and …

[PDF][PDF] Face Recognition Based on Convolutional Neural Networks

R Liu - Highlights in Science, Engineering and Technology, 2022 - drpress.org
Since science and technology have been progressing steadily in recent years, deep
learning's potential applications have expanded greatly. From unlocking the screen of a …

Face recognition method using the self-normalizing convolution neural network

Q Shuang, NIE Ren-can, Z Dong-ming… - Journal of Yunnan …, 2018 - yndxxb.ynu.edu.cn
The traditional convolution neural network is widely used in face recognition, but there is still
a slow convergence rate. It needs to processbatch of normalization, and prevent gradient …

A review of face recognition technology based on deep learning

Z Gao - … on Computer Graphics, Artificial Intelligence, and …, 2024 - spiedigitallibrary.org
Face recognition technology is a kind of biometric recognition technology that has
developed rapidly in recent years, and the method based on deep learning is one of the …

A face recognition algorithm based on cnn with elbp and dcgan

T Lv, C Wen, J Zhang, Y Chen - 2020 International Symposium …, 2020 - ieeexplore.ieee.org
Convolutional neural network (CNN) have been widely used in face recognition. The
illumination and the size of the data set affect the accuracy of face recognition based on …

Face recognition using fine-tuning of Deep Convolutional Neural Network and transfer learning

R Rastgoo, K Kiani - Journal of Modeling in Engineering, 2019 - modelling.semnan.ac.ir
Deep learning is one of the most important scopes of the Machine Learning that includes
some important architectures. Deep Convolutional Neural Network is one of the attractive …

[引用][C] Face recognition based on convolution feature and Bayes classifier [M]

F Xiaorong, K Hui, D Zheng - Transactions on Intelligent Systems, 2018

An efficient face recognition algorithm using the improved convolutional neural network.

H Yu - Discrete & Continuous Dynamical Systems-Series S, 2019 - search.ebscohost.com
This paper concentrates on the problem of human face recognition problem, which is a
crucial problem in computer vision. In this paper, the semi-supervised learning based …

Face recognition based on deep learning under the background of big data

H Ni - Informatica, 2020 - informatica.si
Face recognition has important value in real life. In this study, the application of the deep
learning method in the field of face recognition was studied. The structure of LeNet-5 in …

A face recognition system based on improved convolutional neural network

L Jiangyu, X Yinggang, W Hui, L Guangjun - Proceedings of the 2019 …, 2019 - dl.acm.org
Be aimed at the problems of slow training speed and poor precision of traditional face
recognition methods, a face recognition method based on a convolutional neural network is …