Design of face recognition system based on convolutional neural network

K Tao, Y He, C Chen - 2019 Chinese Automation Congress …, 2019 - ieeexplore.ieee.org
This paper designs a service robot-oriented face recognition system. For mobile robots, face
recognition is a very important function among them. The system includes three parts: face …

Algorithm Analysis of Face Recognition Robot Based on Deep Learning

Z Mu, L Feng, Y Shang, Q Liu, L Hu… - International Journal of …, 2023 - World Scientific
With the continuous improvement of computer software and hardware performance, a large
amount of image and video data can be easily collected and quickly transmitted, and new …

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 …

Deep Learning based Face Recognition for Security Robot

MFR Lee, YM Huang, JY Sun… - 2022 18th IEEE …, 2022 - ieeexplore.ieee.org
For indoor security robots, face recognition is an important ability. However, face recognition
is suffered from the limitation by environment uncertainties, the factors including perceptual …

A face recognition approach based on computer vision

X Lian - 2020 5th International Conference on Smart Grid and …, 2020 - ieeexplore.ieee.org
Most face recognition algorithms are easily affected by external factors, or require the
recognizer to stand in a fixed position, so the recognition is slow and the accuracy is not very …

Face Recognition Model Design Based on Convolutional Neural Networks

S Zhang - Scientific Programming, 2022 - Wiley Online Library
With the rapid development of computer science and Internet technology, face recognition
technology is widely used in such as public security, judicial and criminal investigation …

Fpga implementation of 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 FPGA implementation of face recognition system based on
convolution neural network. The hardware architectures for convolution layers, pooling …

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 …

Efficient and effective multi-person and multi-angle face recognition based on deep CNN architecture

AC Tsai, YY Ou, JF Wang - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Recently, the development and application of robots has become a famous topic and the
most important thing for robots is personification. This paper uses a webcam to capture the …

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 …