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Machine Learning Techniques and Systems for Mask-Face Detection—Survey and a New OOD-Mask Approach
Mask-face detection has been a significant task since the outbreak of the COVID-19 pandemic in early 2020. While various reviews on mask-face detection techniques up to 2021 are available, little has been reviewed on the distinction between two-class (i ...
Youwen Hu +4 more
doaj +1 more source
Self-supervised 3D Face Reconstruction Based on Detailed Face Mask [PDF]
Self-supervised 3D face reconstruction can alleviate the problem of lack of 3D face data,and has therefore become a hot research topic in recent years.Existing self-supervised methods usually focus on using globally supervised signals and do not pay ...
ZHU Lei, WANG Shanmin, LIU Qingshan
doaj +1 more source
Face masks are less effective than sunglasses in masking face identity
AbstractThe effect of covering faces on face identification is recently garnering interest amid the COVID-19 pandemic. Here, we investigated how face identification performance was affected by two types of face disguise: sunglasses and face masks. Observers studied a series of faces; then judged whether a series of test faces, comprising studied and ...
Or, Charles C.‑F. +5 more
openaire +4 more sources
This project intends to develop a Face Mask Detection system using OpenCV, Keras/TensorFlow and Deep Learning. The system can be easily integrated to various embedded devices with limited computational capacity as it uses MobileNetV2 architecture. It will detect face masks in images as well as in real-time videos.
Aakansh Garg +4 more
openaire +2 more sources
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public
Coronavirus disease 2019 (COVID-19) is a world-wide epidemic and efficient prevention and control of this disease has become the focus of global scientific communities.
Pei-lun Wu +3 more
semanticscholar +1 more source
The World is facing a huge health crisis due to the rapid transmission of coronavirus (COVID-19). In order to effectively prevent the spread of COVID-19 virus, almost everyone have to wear a mask as its one of the most important element to prevent from this virus as per World Health Organization (WHO).
Prof. Itrat Fatema +5 more
openaire +1 more source
Face masks for the public during Covid-19: an appeal for caution in policy [PDF]
As the Covid-19 crisis deepens, some researchers have argued for the widespread routine use of face masks in community settings, despite acknowledged gaps in the evidence base for the effectiveness of such a measure.
Dingwall, Robert +2 more
core +1 more source
Introduction Transmission of COVID-19 within families and close contacts accounts for the majority of epidemic growth. Community mask wearing, hand washing and social distancing are thought to be effective but there is little evidence to inform or ...
Yu Wang +15 more
semanticscholar +1 more source
Billions of disposable face masks (i.e., single-use masks) are used and discarded worldwide monthly due to the COVID-19 outbreak. The immethodical disposal of these polymer-based wastes containing non-biodegradable constituents (e.g., polypropylene) has ...
Sina Pourebrahimi
semanticscholar +1 more source
Effects of the face mask on the skin during the COVID-19 pandemic in Saudi Arabia
Introduction: The use of face mask in these COVID-19 times has increased manifolds. This has led to various skin problems due to the adverse reaction caused by the mask.
Salim Ali Algaadi +4 more
doaj +1 more source

