Human face recognition based on convolutional neural network and augmented dataset

P Lu, B Song, L Xu - Systems Science & Control Engineering, 2021 - Taylor & Francis
To deal with the issue of human face recognition on small original dataset, a new approach
combining convolutional neural network (CNN) with augmented dataset is developed in this …

Optimization of face recognition algorithm based on deep learning multi feature fusion driven by big data

Y Zhu, Y Jiang - Image and Vision Computing, 2020 - Elsevier
Today, with the rapid development of science and technology, the era of big data has been
proposed and triggered reforms in all walks of life. Face recognition is a biometric …

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 …

Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition

J Tang, Q Su, B Su, S Fong, W Cao, X Gong - Computer Methods and …, 2020 - Elsevier
Abstract Background and Objective Face recognition success rate is influenced by
illumination, expression, posture change, and other factors, which is due to the low …

Genetic algorithm‐optimised structure of convolutional neural network for face recognition applications

A Rikhtegar, M Pooyan… - IET Computer …, 2016 - Wiley Online Library
Proposing a proper method for face recognition is still a challenging subject in biometric and
computer vision applications. Although some reliable systems were introduced under …

Real-time multiple face recognition using deep learning on embedded GPU system

S Saypadith, S Aramvith - 2018 Asia-Pacific Signal and …, 2018 - ieeexplore.ieee.org
Face recognition can be used in several applications such as in surveillance, identification
in login system and personalized technology. Recognizing multiple face in realtime on the …

Face image recognition based on convolutional neural network

G Lou, H Shi - China communications, 2020 - ieeexplore.ieee.org
With the continuous progress of The Times and the development of technology, the rise of
network social media has also brought the" explosive" growth of image data. As one of the …

Face recognition based on convolution neural network

K Yan, S Huang, Y Song, W Liu… - 2017 36th Chinese …, 2017 - ieeexplore.ieee.org
In this paper, a face recognition method based on Convolution Neural Network (CNN) is
presented. This network consists of three convolution layers, two pooling layers, two full …

Face recognition based on convolutional neural network and support vector machine

S Guo, S Chen, Y Li - 2016 IEEE International conference on …, 2016 - ieeexplore.ieee.org
Face recognition is an important embodiment of human-computer interaction, which has
been widely used in access control system, monitoring system and identity verification …

Integrate the original face image and its mirror image for face recognition

Y Xu, X Li, J Yang, D Zhang - Neurocomputing, 2014 - Elsevier
The face almost always has an axis-symmetrical structure. However, as the face usually
does not have an absolutely frontal pose when it is imaged, the majority of face images are …