Face Detection And Recognition In Complex Environments

H Wu, Z Lu, J Guo, T Ren - 2021 40th Chinese Control …, 2021 - ieeexplore.ieee.org
With the development of deep learning, the perception of facial image has wide prospects of
application. In a crowded environment, there is a problem that faces cannot be detected due …

Face detection method based on improved convolutional neural network

Y Hou, M Wang - 2020 International Workshop on Electronic …, 2020 - ieeexplore.ieee.org
Nowadays, the number of Internet image data is increasing rapidly, so it is urgent to
understand image information by corresponding intelligent system. The purpose of face …

ResRetinaFace: an efficient face detection network based on RetinaFace and residual structure

X Liu, S Zhang, J Hu, P Mao - Journal of Electronic Imaging, 2024 - spiedigitallibrary.org
The detection of multiple faces in unconstrained environment in deep learning suffers from
insufficient detection accuracy and inefficiency; at the same time, the detection of blurred …

Improvement of face detection algorithm based on lightweight convolutional neural network

Z Lingling, C Fucai, G Chao - 2020 IEEE 6th International …, 2020 - ieeexplore.ieee.org
In recent years, the application of visual processing algorithm based on deep network on
mobile terminal has become a popular research problem. In this paper, a new face loss …

Efficient face detector using spatial attention module in real-time application on an edge device

MD Putro, DL Nguyen, KH Jo - … , ICIC 2021, Shenzhen, China, August 12 …, 2021 - Springer
The practical application requires a vision-based face detector to work in real-time. The
robot application uses the face detection method as the initial process for the face analysis …

Face detection algorithm based on improved Retinaface

YF Chen, ZC Wu, HS Peng, C Zhou… - 2021 China …, 2021 - ieeexplore.ieee.org
In view of the insufficient use of the semantic information of high-level feature maps under
the existing face detection algorithms, resulting in unsatisfactory face detection results in …

Face detection algorithm based on deep residual network

S Tao, Y Li, Y Huang, X Lan - Journal of Physics: Conference …, 2021 - iopscience.iop.org
With the rapid development of artificial intelligence, face detection technology is widely used
in our daily lives, such as mobile payment, video conferencing and personal identification …

Research on Face Detection Method Based on Deep Learning

X Sun - 2020 International Conference on Big Data & Artificial …, 2020 - ieeexplore.ieee.org
Faster R-CNN is a popular method in object detection applications. Based on the similar
characteristics of the category in face detection and the category label of target background …

An improved face detection method based on face recognition application

Q Li - 2019 4th Asia-Pacific Conference on Intelligent Robot …, 2019 - ieeexplore.ieee.org
Face recognition technology has been widely studied and applied for decades, and deep
neural networks have greatly improved the indicators of face recognition systems. However …

RepRetinaFace: Re-Parameterization RetinaFace for Edge Embedded Platform

Z He, L Jiang, J Chen, X Ye… - 2021 IEEE 21st …, 2021 - ieeexplore.ieee.org
With the continuous development of deep learning in the fields of security, smart retail, and
smart home, etc., face detection algorithm has become a key technology and been widely …