Face recognition: A convolutional neural-network approach

S Lawrence, CL Giles, AC Tsoi… - … on neural networks, 1997 - ieeexplore.ieee.org
image sample, and the convolutional neural network provides for partial invariance to
translation, rotation, scale, and deformation. The convolutional networkface recognition systems. …

Face recognition based on convolutional neural network

M Coşkun, A Uçar, Ö Yildirim… - … conference on modern …, 2017 - ieeexplore.ieee.org
… As compared to traditional machine learning approaches, deep learning based methods …
in image recognition. This paper proposes a modified Convolutional Neural Network (CNN) …

A new method for face recognition using convolutional neural network

P Kamencay, M Benco, T Mizdos… - Advances in Electrical and …, 2017 - advances.vsb.cz
… the proposed Convolutional Neural Network (CNN) with three well-known image recognition
… In our experiments, the overall recognition accuracy of the PCA, LBPH, KNN and proposed …

When face recognition meets with deep learning: an evaluation of convolutional neural networks for face recognition

G Hu, Y Yang, D Yi, J Kittler, W Christmas… - Proceedings of the …, 2015 - cv-foundation.org
… work (CNN), has achieved promising results in faceface recognition rather than investigate
the reason. In this work, we conduct an extensive evaluation of CNN-based face recognition

Deep convolutional neural network-based approaches for face recognition

S Almabdy, L Elrefaei - Applied Sciences, 2019 - mdpi.com
… This section presents the experimental results that were obtained in face recognition using
the three deep convolutional neural networks—AlexNet and ResNet-50 with SVM classifier, …

Adaptive convolutional neural network and its application in face recognition

Y Zhang, D Zhao, J Sun, G Zou, W Li - Neural Processing Letters, 2016 - Springer
network unchanged. We apply the proposed ACNN to face recognition and the experiment
results on ORL face … the consumption of training time and the recognition rate in ACNN. …

A convolutional neural network cascade for face detection

H Li, Z Lin, X Shen, J Brandt… - … and pattern recognition, 2015 - openaccess.thecvf.com
… advanced features in a practical face detection solution as long … the Convolutional Neural
Network (CNN) [13] to face detection. … the full image in multiple scales with a deep CNN is not a …

Face recognition based on convolution neural network

K Yan, S Huang, Y Song, W Liu… - 2017 36th Chinese …, 2017 - ieeexplore.ieee.org
… Abstract: In this paper, a face recognition method based on Convolution Neural Network (…
for long-distance face recognition by resolving the change in recognition rate resulting from …

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
… to the convolution neural network that we describe in the subsection B. 2), and network
weights will be updated after certain number of iterations. In the process of convolution, the …

Face recognition using convolutional neural network and simple logistic classifier

H Khalajzadeh, M Mansouri, M Teshnehlab - Soft Computing in Industrial …, 2014 - Springer
convolutional neural networks and simple logistic regression method are investigated with
results on Yale face … : first, training a convolutional neural network and view the first N – 1 …