Compression algorithm for live face recognition model based on depth-separable convolution

J Wei, Y Zhou, W Xie, JW Yu… - 2021 33rd Chinese Control …, 2021 - ieeexplore.ieee.org
In this paper, we present a new compression algorithm for live face recognition models.
Firstly, a VGG11 convolutional neural network is improved based on depth-separable …

Unrestricted Face Recognition Algorithm Based on Transfer Learning on Self‐Pickup Cabinet

Z Liang - Mathematical Problems in Engineering, 2021 - Wiley Online Library
In the contactless delivery scenario, the self‐pickup cabinet is an important terminal delivery
device, and face recognition is one of the efficient ways to achieve contactless access …

A Novel Face Recognition Algorithm Based on Numerical value of Facial Feature Points

W Zhou, X Miao, J Wang - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
To improve the speed of querying the relevant information of the face by inputting the face
image puts forward a face recognition method of numerical value based on the face facial …

Research on Face Detection and Recognition with Face Mask Based on FaceNet

H Wang, Y Gu, H Li - Proceedings of the 2022 4th International …, 2022 - dl.acm.org
According to the requirements of face recognition with masks in epidemic environment, this
paper analyzes the difficulties of face recognition with masks, and puts forward a scheme …

Enhancing detection performance of face recognition algorithm using PCA-faster R-CNN

HI Muhammad, KI Musa, ML Abdulrahman… - European Journal of …, 2021 - ejece.org
In this paper, we present a new face detection scheme using deep learning and achieving
state-of-the-art recognition performance using real-world datasets. We designed and …

A Lightweight Face Recognition Algorithm for Internet of Vehicles

R Xie, Q Zhang, Z Du, C Li - 2023 IEEE 3rd International …, 2023 - ieeexplore.ieee.org
In recent years, face detection and recognition technology has been widely used in many
important scenarios, especially for automatic driving scenarios and future Internet of …

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 …

Research on Image Algorithm for Face Recognition Based on Deep Learning.

Q Wu - International Journal of Advanced Computer Science …, 2023 - search.ebscohost.com
As people's requirements for applications are getting higher and higher, the recognition of
facial features has been paid more and more attention. The current facial feature recognition …

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 …

[Retracted] Convolutional Neural Network Face Recognition Method Using Fisher's Criterion

W Wang, F Wu - Mobile Information Systems, 2022 - Wiley Online Library
In order to further improve the ability of automatic feature extraction of deep learning
technology and better solve the problem of system recognition ability declining when the …