Optimized face detector-based intelligent face mask detection model in IoT using deep learning approach
RAS Naseri, A Kurnaz, HM Farhan - Applied Soft Computing, 2023 - Elsevier
The growth of the “Internet of Medical Things (IoMT)” allows for the collection and processing
of data in healthcare systems. At the same time, it is challenging to study the requirements of …
of data in healthcare systems. At the same time, it is challenging to study the requirements of …
Hybrid CNN-SVM model for face mask detector to protect from COVID-19
Abstract The 2019 coronavirus outbreak (COVID-19) has had a huge impact on humanity.
By May 2021, nearly, 172 million people worldwide were affected by the infectious spread of …
By May 2021, nearly, 172 million people worldwide were affected by the infectious spread of …
Edge deployment framework of guardbot for optimized face mask recognition with real-time inference using deep learning
Deep learning based models on the edge devices have received considerable attention as
a promising means to handle a variety of AI applications. However, deploying the deep …
a promising means to handle a variety of AI applications. However, deploying the deep …
AI-based face mask detection system: a straightforward proposition to fight with Covid-19 situation
R Jayaswal, M Dixit - Multimedia Tools and Applications, 2023 - Springer
The whole world is suffering from a novel coronavirus, which has become an epidemic.
According to a World Health Organization report, this is a communicable disease, ie, it …
According to a World Health Organization report, this is a communicable disease, ie, it …
A hybrid deep transfer learning model with machine learning methods for face mask detection in the era of the COVID-19 pandemic
The coronavirus COVID-19 pandemic is causing a global health crisis. One of the effective
protection methods is wearing a face mask in public areas according to the World Health …
protection methods is wearing a face mask in public areas according to the World Health …
Real-time face mask detection using machine learning/deep feature-based classifiers for face mask recognition
S Reddy, S Goel, R Nijhawan - 2021 IEEE Bombay Section …, 2021 - ieeexplore.ieee.org
In this research, we put forward an architecture that combines recent deep learning
algorithms with geometry techniques to create robust models that can handle aspects like …
algorithms with geometry techniques to create robust models that can handle aspects like …
[PDF][PDF] Real time multi-scale facial mask detection and classification using deep transfer learning techniques
SK Addagarla, GK Chakravarthi, P Anitha - International Journal, 2020 - researchgate.net
In the era of deep learning, object detection plays an influential role for many industries.
Detecting minute things are very much essential without human intervention especially at …
Detecting minute things are very much essential without human intervention especially at …
Face mask detection using deep convolutional neural network and multi-stage image processing
Face mask detection has several applications including real-time surveillance, biometrics,
etc. Face mask detection is also useful for surveillance of the public to ensure face mask …
etc. Face mask detection is also useful for surveillance of the public to ensure face mask …
Screening medical face mask for coronavirus prevention using deep learning and AutoML
In the last two years, the COVID-19 pandemic causes a global health crisis around the
world. On the other hand, given the current shortage and limits of medical resources, the …
world. On the other hand, given the current shortage and limits of medical resources, the …
Control the covid-19 pandemic: Face mask detection using transfer learning
A Oumina, N El Makhfi, M Hamdi - 2020 IEEE 2nd International …, 2020 - ieeexplore.ieee.org
Currently, in the face of the health crisis caused by the Coronavirus COVID-19 which has
spread throughout the worldwide. The fight against this pandemic has become an …
spread throughout the worldwide. The fight against this pandemic has become an …