Face Recognition Algorithm for Low-Resolution Images

MR Golla, P Sharma, J Madarkar - Social Networking and Computational …, 2020 - Springer
Recently, in the field of face recognition, deep learning has achieved great success.
FaceNet, one of the Google's deep learning frameworks, obtained nearly 100% accuracy in …

Multi-task aided face recognition network with convolution kernel spatial collaboration

C Yan, Z Zheng - Signal, Image and Video Processing, 2024 - Springer
Most face recognition networks based on convolutional neural networks are easily affected
by nonlinear factors of expression and posture, and the single task cannot adapt to multi …

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 …

Research on face recognition algorithm based on multi task deep learning

H Meng, Y Cheng - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
With the vigorous development of the new generation of information technology, deep
learning technology based on big data has gradually become one of the mainstream …

A joint improved DETR network face recognition algorithm based on TSM module and DANN.

Z Ye - Proceedings of the 2023 4th International Conference …, 2023 - dl.acm.org
As one of the most mature application fields of artificial intelligence, face recognition system
has been widely used in production and life. But at the same time as large-scale …

Low resolution face recognition system based on ESRGAN

C Song, Z He, Y Yu, Z Zhang - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Low-resolution face recognition is one of the research hotspots of face recognition today. It
can be widely used in face recognition in various scenarios, such as identity verification at …

Research on face recognition based on deep learning algorithm

X Zhang - International Conference on Internet of Things and …, 2023 - spiedigitallibrary.org
As an important branch of biometric identification, face recognition technology has a wide
range of application prospects in security field, social network, autonomous driving and …

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 …

Occluded Face Recognition Algorithm Incorporating Attention Mechanism

Y Li, Y Zhang, W Chen - 2024 4th International Conference on …, 2024 - ieeexplore.ieee.org
Face recognition technology is widely used in various industries with its high recognition
rate and the market size is growing. However, the problem of face recognition with occlusion …

Research on face recognition algorithm based on FaceNet and coordinate attention

T Zhang, Z Ke - … Processing, and Machine Vision (AIPMV 2023 …, 2024 - spiedigitallibrary.org
The development of information technology has made the field of deep learning face
recognition develop rapidly. The traditional face detection and recognition algorithm can …