Masked Face Recognition Using Histogram-Based Recurrent Neural Network [PDF]
Journal of Imaging, 2023 Masked face recognition (MFR) is an interesting topic in which researchers have tried to find a better solution to improve and enhance performance.
Wei-Jie Lucas Chong +2 more
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Masked Face Analysis via Multi-Task Deep Learning [PDF]
Journal of Imaging, 2021 Face recognition with wearable items has been a challenging task in computer vision and involves the problem of identifying humans wearing a face mask. Masked face analysis via multi-task learning could effectively improve performance in many fields of ...
Vatsa S. Patel +3 more
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Masked face identification is improved by diagnostic feature training [PDF]
Cognitive Research, 2022 To slow the spread of COVID-19, many people now wear face masks in public. Face masks impair our ability to identify faces, which can cause problems for professional staff who identify offenders or members of the public.
Daniel J. Carragher +4 more
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Masked face matching benefits from isolated facial features. [PDF]
PLoS ONEVerifying the identity of an unfamiliar person is a difficult task, especially when targets wear masks that cover most of their faces. This presents a major challenge for law enforcement in border control, security, and criminal investigations. Therefore,
Mengying Zhang +2 more
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Innovative Hybrid Approach for Masked Face Recognition Using Pretrained Mask Detection and Segmentation, Robust PCA, and KNN Classifier [PDF]
Sensors, 2023 Face masks are widely used in various industries and jobs, such as healthcare, food service, construction, manufacturing, retail, hospitality, transportation, education, and public safety.
Mohammed Eman +3 more
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A generative adversarial network-based accurate masked face recognition model using dual scale adaptive efficient attention network [PDF]
Scientific ReportsMasked identification of faces is necessary for authentication purposes. Face masks are frequently utilized in a wide range of professions and sectors including public safety, health care, schooling, catering services, production, sales, and shipping. In
Jafar A. Alzubi +5 more
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Towards Accurate and Lightweight Masked Face Recognition: An Experimental Evaluation
IEEE Access, 2022 Given the current COVID-19 pandemic, most people wear a mask to effectively prevent the spread of the contagious disease. This sanitary measure has caused a significant drop in the effectiveness of current face recognition methods when handling masked ...
Yoanna Martinez-Diaz +5 more
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Joint Masked Face Recognition and Temperature Measurement System Using Convolutional Neural Networks [PDF]
Sensors, 2023 With the outbreak of COVID-19, epidemic prevention has become a way to prevent the spread of epidemics. Many public places, such as hospitals, schools, and office places, require disinfection and temperature measurement.
Tsung-Han Tsai +3 more
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A Two-Stage Deep Generative Model for Masked Face Synthesis [PDF]
Sensors, 2022 Research on face recognition with masked faces has been increasingly important due to the prolonged COVID-19 pandemic. To make face recognition practical and robust, a large amount of face image data should be acquired for training purposes.
Seungho Lee
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A novel DeepMaskNet model for face mask detection and masked facial recognition
Journal of King Saud University: Computer and Information Sciences, 2022 Coronavirus disease (COVID-19) has significantly affected the daily life activities of people globally. To prevent the spread of COVID-19, the World Health Organization has recommended the people to wear face mask in public places.
Naeem Ullah +4 more
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