Innovative hybrid approach for masked face recognition using pretrained mask detection and segmentation, robust PCA, and KNN classifier
Face masks are widely used in various industries and jobs, such as healthcare, food service,
construction, manufacturing, retail, hospitality, transportation, education, and public safety …
construction, manufacturing, retail, hospitality, transportation, education, and public safety …
A survey of face recognition
X Wang, J Peng, S Zhang, B Chen, Y Wang… - arXiv preprint arXiv …, 2022 - arxiv.org
Recent years witnessed the breakthrough of face recognition with deep convolutional neural
networks. Dozens of papers in the field of FR are published every year. Some of them were …
networks. Dozens of papers in the field of FR are published every year. Some of them were …
Improving Accuracy of Face Recognition in the Era of Mask-Wearing: An Evaluation of a Pareto-Optimized FaceNet Model with Data Preprocessing Techniques
D Akingbesote, Y Zhan, R Maskeliūnas… - Algorithms, 2023 - mdpi.com
The paper presents an evaluation of a Pareto-optimized FaceNet model with data
preprocessing techniques to improve the accuracy of face recognition in the era of mask …
preprocessing techniques to improve the accuracy of face recognition in the era of mask …
Masked face recognition via dual-branch convolutional self-attention network
W Wan, R Wen, L Deng, Y Yang - Applied Soft Computing, 2025 - Elsevier
Face recognition has made great progress with the development of deep learning
technology. However, when face recognition encounters mask occlusion, the recognition …
technology. However, when face recognition encounters mask occlusion, the recognition …
Lightweight face mask detection algorithm with attention mechanism
Y Shao, J Ning, H Shao, D Zhang, H Chu… - … Applications of Artificial …, 2024 - Elsevier
Lightweight computer vision models with a better balance of speed and accuracy are critical
for intelligent system devices. Wearing a mask correctly can effectively prevent the spread of …
for intelligent system devices. Wearing a mask correctly can effectively prevent the spread of …
A novel hybrid approach to masked face recognition using robust PCA and GOA optimizer
ME Taha, T Mostafa, A El-Rahman… - Scientific Journal for …, 2023 - sjdfs.journals.ekb.eg
This paper presents a novel method for recognizing faces with masks. The proposed method
integrates deep learning-based mask detection, landmark and oval face detection, and …
integrates deep learning-based mask detection, landmark and oval face detection, and …
Cross-Architecture Distillation for Face Recognition
Transformers have emerged as the superior choice for face recognition tasks, but their
insufficient platform acceleration hinders their application on mobile devices. In contrast …
insufficient platform acceleration hinders their application on mobile devices. In contrast …
Masked Face Recognition with Generative-to-Discriminative Representations
Masked face recognition is important for social good but challenged by diverse occlusions
that cause insufficient or inaccurate representations. In this work, we propose a unified deep …
that cause insufficient or inaccurate representations. In this work, we propose a unified deep …
Seeing through the Mask: Multi-task Generative Mask Decoupling Face Recognition
Z Wang, S Zhang, J Peng, X Wang, Y Guo - arXiv preprint arXiv …, 2023 - arxiv.org
The outbreak of COVID-19 pandemic make people wear masks more frequently than ever.
Current general face recognition system suffers from serious performance degradation …
Current general face recognition system suffers from serious performance degradation …