Real-time Face Recognition using SVM, MLP and CNN

G He, Y Jiang - 2022 International Conference on Big Data …, 2022 - ieeexplore.ieee.org
Real-time face recognition targets to match a human's face in a digital image or a video
frame against faces in a database, which plays an important role in various fields nowadays …

[引用][C] Face Recognition Method Based on Attention Mechanism and Curriculum Learning

W Haiyong, PAN Haitao, LIU Guinan - Journal of Frontiers of Computer Science & …, 2023

Face recognition algorithm based on improved neural network

C Huang - Second Guangdong-Hong Kong-Macao Greater …, 2023 - spiedigitallibrary.org
In complex environment, the performance of traditional face recognition algorithm decreases
greatly. In order to further improve the recognition accuracy of current face recognition …

Hardware Design on Face Recognition System by Deep Neural Network for Access Control System

TH Tsai, CW Hsu, PT Chi - 2024 IEEE International Conference …, 2024 - ieeexplore.ieee.org
Based on the advance in GPU and big data, deep learning has brought progress, especially
in computer vision. But the acceleration by GPU is not cost-effective on the dedicated …

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 …

Application Research on Face Image Evaluation Algorithm of Deep Learning Mobile Terminal for Student Check‐In Management

Y Tan - Computational intelligence and neuroscience, 2022 - Wiley Online Library
With the increase in the number of data, the traditional shallow image features cannot meet
the needs of image representation. As an important means of image research, deep learning …

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 …

Implementation of Dlib deep learning face recognition technology

D Zhang, J Li, Z Shan - … on Robots & Intelligent System (ICRIS), 2020 - ieeexplore.ieee.org
In order to overcome the problems of OpenCV in face detection, such as missing detection,
false detection and poor recognition effect, a new method of Dlib face recognition based on …

Lightweight and multi-pose face recognition method based on deep learning

R GONG, S DING, C ZHANG, H SU - Journal of Computer Applications, 2020 - joca.cn
At present, the face recognition methods based on deep learning have the problems of large
model parameter size and slow feature extraction speed, and the existing face datasets …

Low resolution face recognition system based on ESRGAN

C Song, Z He, Y Yu, Z Zhang - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Low-resolution face recognition is one of the research hotspots of face recognition today. It
can be widely used in face recognition in various scenarios, such as identity verification at …