AIMC Topic: Masks

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The Effect of Face Masks on Physiological Data and the Classification of Rehabilitation Walking.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Sep 1, 2022
Gait analysis and the assessment of rehabilitation exercises are important processes that occur during fitness level monitoring and the treatment of neurological disorders. This paper presents the possibility of using oximetric, heart rate (HR), acce...
Humans Walking Masks Neural Networks, Computer Artificial Intelligence Bayes Theorem
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Analysis on COVID-19 Infection Spread Rate during Relief Schemes Using Graph Theory and Deep Learning.

Computational and mathematical methods in medicine Aug 12, 2022
The novel coronavirus 2019 (COVID-19) disease is a pandemic which affects thousands of people throughout the world. It has rapidly spread throughout India since the first case in India was reported on 30 January 2020. The official report says that to...
Masks SARS-CoV-2 Deep Learning COVID-19 Humans Pandemics
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Multistage Framework for Automatic Face Mask Detection Using Deep Learning.

Computational intelligence and neuroscience Aug 11, 2022
The whole world is fighting as one against a deadly virus. COVID-19 cases are upon us in waves, with subsequent waves turning out to be worse than the previous one. Scores of human lives are lost while the post-COVID-19 complications are on a rise. M...
Masks Humans COVID-19 Deep Learning
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Face Mask-Wearing Detection Model Based on Loss Function and Attention Mechanism.

Computational intelligence and neuroscience Jul 12, 2022
Face mask-wearing detection is of great significance for safety protection during the epidemic. Aiming at the problem of low detection accuracy due to the problems of occlusion, complex illumination, and density in mask-wearing detection, this paper ...
Humans Neural Networks, Computer Masks
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LEOD-Net: Learning Line-Encoded Bounding Boxes for Real-Time Object Detection.

Sensors (Basel, Switzerland) May 12, 2022
This paper proposes a learnable line encoding technique for bounding boxes commonly used in the object detection task. A bounding box is simply encoded using two main points: the top-left corner and the bottom-right corner of the bounding box; then, ...
Neural Networks, Computer Masks
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An Efficient and Effective Deep Learning-Based Model for Real-Time Face Mask Detection.

Sensors (Basel, Switzerland) Mar 29, 2022
Since December 2019, the COVID-19 pandemic has led to a dramatic loss of human lives and caused severe economic crises worldwide. COVID-19 virus transmission generally occurs through a small respiratory droplet ejected from the mouth or nose of an in...
COVID-19 SARS-CoV-2 Humans Pandemics Deep Learning Masks
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COVID-19 Mask Usage and Social Distancing in Social Media Images: Large-scale Deep Learning Analysis.

JMIR public health and surveillance Jan 18, 2022
BACKGROUND: The adoption of nonpharmaceutical interventions and their surveillance are critical for detecting and stopping possible transmission routes of COVID-19. A study of the effects of these interventions can help shape public health decisions....
COVID-19 SARS-CoV-2 Humans Communicable Disease Control United States New York City Masks Deep Learning Social Media Physical Distancing
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COVIDSAVIOR: A Novel Sensor-Fusion and Deep Learning Based Framework for Virus Outbreaks.

Frontiers in public health Nov 30, 2021
The presented deep learning and sensor-fusion based assistive technology (Smart Facemask and Thermal scanning kiosk) will protect the individual using auto face-mask detection and auto thermal scanning to detect the current body temperature. Furtherm...
Disease Outbreaks Masks Deep Learning COVID-19 Humans Algorithms
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AAN-Face: Attention Augmented Networks for Face Recognition.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Sep 8, 2021
Convolutional neural networks are capable of extracting powerful representations for face recognition. However, they tend to suffer from poor generalization due to imbalanced data distributions where a small number of classes are over-represented (e....
COVID-19 Image Processing, Computer-Assisted Humans Neural Networks, Computer Masks Automated Facial Recognition Face
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Face mask detection using deep learning: An approach to reduce risk of Coronavirus spread.

Journal of biomedical informatics Jun 24, 2021
Effective strategies to restrain COVID-19 pandemic need high attention to mitigate negatively impacted communal health and global economy, with the brim-full horizon yet to unfold. In the absence of effective antiviral and limited medical resources, ...
Deep Learning Humans RNA, Viral COVID-19 Masks Pandemics SARS-CoV-2
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