Face recognition speed optimization method for embedded environment

S Yang, Z Niu, J Cheng, S Feng… - … International Workshop on …, 2020 - ieeexplore.ieee.org
To solve the problem that it is difficult to combine performance and speed of face recognition
in embedded environment, we design and implement a fast face recognition method based …

Face recognition system based on CNN

D Wang, H Yu, D Wang, G Li - 2020 International conference on …, 2020 - ieeexplore.ieee.org
With the development of computer vision and artificial intelligence, face recognition is widely
used in daily life. As one of the most concerned methods of biometric recognition, face …

Study on Face Recognition Based on Improved CCN and Ensemble Learning

G Wu - 2021 33rd Chinese Control and Decision Conference …, 2021 - ieeexplore.ieee.org
In order to avoid overfitting of face recognition results in complex Convolutional Neural
Network (CNN) on small and medium face situation, this paper provides a face recognition …

Real-time face recognition on ARM platform based on deep learning

G FANG, J Li, Y Wang - Journal of Computer Applications, 2019 - joca.cn
Aiming at the problem of low real-time performance of face recognition and low face
recognition rate on ARM platform, a real-time face recognition method based on deep …

Research on face recognition technology based on deep learning

Z Chun-Rong - … Conference on Industrial Application of Artificial …, 2020 - ieeexplore.ieee.org
The traditional face recognition technology requires a lot of computation time for human face
feature extraction, and the recognition accuracy is limited by the extracted face features …

Optimization of face recognition algorithm based on deep learning multi feature fusion driven by big data

Y Zhu, Y Jiang - Image and Vision Computing, 2020 - Elsevier
Today, with the rapid development of science and technology, the era of big data has been
proposed and triggered reforms in all walks of life. Face recognition is a biometric …

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 …

A fast face recognition system based on deep learning

X Qu, T Wei, C Peng, P Du - 2018 11th international …, 2018 - ieeexplore.ieee.org
With the advent of the era of big data, deep learning theory has been rapidly developed and
applied, especially in the field of image recognition. Compared with the classic recognition …

Application of face recognition method under deep learning algorithm in embedded systems

X Lv, M Su, Z Wang - Microprocessors and Microsystems, 2021 - Elsevier
Abstract The Convolutional Neural Network (CNN) based on deep learning is introduced to
propose two deep face detection algorithms and design an embedded face recognition …

Face recognition for embedded system based on optimized triplet loss neural network

Y Zhao, C Yang, Y Wang, J Cai… - 2020 3rd International …, 2020 - ieeexplore.ieee.org
Algorithms based on Convolution neural networks are significantly better than artificially
designed features. Among these methods, the network trained with the triplet loss function …