Design and implementation of a face recognition system based on edge computing

J Zhang, Y Niu, L Bai, C Guo, Y Hu… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
With the explosive growth of population and the development of technology, face recognition
has been widely applied to various fields. At the same time, there are problems of low …

A novel face recognition in uncontrolled environment based on block 2D-CS-LBP features and deep residual network

M Wei - International Journal of Intelligent Computing and …, 2020 - emerald.com
Purpose In order to solve the problem that the performance of the existing local feature
descriptors in uncontrolled environment is greatly affected by illumination, background …

Research on face recognition method based on deep learning

H Yu, J Zhao, Y Zhu - 2019 12th International Congress on …, 2019 - ieeexplore.ieee.org
In this paper, we mainly refers to the network structure of Alexnet, the traditional convolution
layer is modified to Multi-layer Perceptron (MLP) convolution layer to enhance the face …

Research on face intelligent perception technology integrating deep learning under different illumination intensities

Y Yang, X Song - Journal of Computational and Cognitive …, 2022 - ojs.bonviewpress.com
Aiming at the problem of face recognition under different illumination intensities combined
with deep learning algorithm, this research designs a new loss function, i-center loss …

A face recognition algorithm based on feature fusion

J Zhang, X Yan, Z Cheng, X Shen - … and computation: practice …, 2022 - Wiley Online Library
In the process of building a smart city, face recognition can be applied to the transformation
of enterprises, communities, and parks. The combination of building security system and …

[Retracted] Analysis of Feature Extraction and Anti‐Interference of Face Image under Deep Reconstruction Network Algorithm

J Yang, Y Zhao, S Yang, X Kang, X Cao, X Cao - Complexity, 2021 - Wiley Online Library
In face recognition systems, highly robust facial feature representation and good
classification algorithm performance can affect the effect of face recognition under …

Research on face recognition based on ensemble learning

Y Feng, X An, S Li - 2018 37th Chinese Control Conference …, 2018 - ieeexplore.ieee.org
In order to improve the recognition performance of existing face recognition algorithms, the
algorithm of face recognition based on ensemble learning was proposed. First of all, the face …

Low resolution face image adaptive recognition method based on high order singular value decomposition and DNN model

Y Du, T Hou, Y Zhang, C Wu… - … Conference on Artificial …, 2023 - spiedigitallibrary.org
Low resolution is an important factor affecting the accuracy of face recognition. Existing face
image recognition methods can not overcome the limitation of low resolution face image …

Application Research of Computer Virtual Reality Technology in Big Data Information Face Recognition System

X Yu, Y Li - 2023 5th International Conference on Artificial …, 2023 - ieeexplore.ieee.org
This paper studies the edge-cloud collaborative face recognition technology. This project
intends to integrate cloud computing technology with boundary computing technology …

[PDF][PDF] Real-Time Multiple Face Identity Recognition Based on Face-tracking Feature Extraction

YT Jiang, ZM Lu, Z Wang, GZ Tian - 2023 - bit.kuas.edu.tw
Face recognition technology is an important branch of object detection, it is actually a
general term which includes face detection, face recognition or face identification. In …