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 …

Face recognition system for complex surveillance scenarios

X Guo, J Nie - Journal of Physics: Conference Series, 2020 - iopscience.iop.org
In recent years, with the continuous development of the Internet and artificial intelligence,
face recognition technology has also been widely used in many application scenarios …

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 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 …

MTCNN and FACENET based access control system for face detection and recognition

C Wu, Y Zhang - Automatic Control and Computer Sciences, 2021 - Springer
Face detection and recognition is one of the research hotspots in the field of computer
vision, which is widely used in video surveillance and identity matching. The traditional …

A single‐stage face detection and face recognition deep neural network based on feature pyramid and triplet loss

TH Tsai, PT Chi - IET Image Processing, 2022 - Wiley Online Library
A practical deep learning face recognition system can be divided into several tasks. These
tasks can be time‐consuming if each task is executed with the original image as the input …

Real-time face recognition based on Dlib

M Xu, D Chen, G Zhou - Innovative Computing: IC 2020, 2020 - Springer
Although the face recognition method for in-depth learning has high accuracy, the model is
complex and the recognition speed is slow. In order to realize real-time face recognition of …

[PDF][PDF] Study on Convolutional Neural Networks Cascade for Real-time Face Recognition Methods

J Xu, M Zhou, J Mao, K Fang - 2020 - pdf.hanspub.org
Facial recognition technology has received extensive attention and massively developed in
recent years. Facial recognizing with a traditional feature extractor, such as Local Binary …

Research on video image face detection and recognition technology based on improved MTCNN algorithm

J Liu - International Journal of Wireless and Mobile …, 2022 - inderscienceonline.com
With the development of modern computer technology and artificial intelligence, face image
processing technology has been widely used in people's life and work. In order to realise …

A lightweight CNN-based algorithm and implementation on embedded system for real-time face recognition

Z Chen, J Chen, G Ding, H Huang - Multimedia Systems, 2023 - Springer
Deep learning has become the main solution for face recognition applications due to its high
accuracy and robustness. In recent years, a batch of research on lightweight convolutional …