Limiting COVID-19 infection by automatic remote face mask monitoring and detection using deep learning with IoT

OM Alsaydia, NR Saadallah, FL Malallah… - … -European Journal of …, 2021 - papers.ssrn.com
During the current outbreak of the COVID-19 pandemic, controlling and decreasing the
possibilities of infections are massively required. One of the most important solutions is to …

Multiclass Mask Classification with a New Convolutional Neural Model and Its Real-Time Implementation

A Campos, P Melin, D Sánchez - Life, 2023 - mdpi.com
The world has been greatly affected by the COVID-19 pandemic, causing people to remain
isolated and decreasing the interaction between people. Accordingly, various measures …

Iot systems for healthy and safe life environments

M Capuzzo, A Zanella, M Zuccotto… - 2022 IEEE 7th …, 2022 - ieeexplore.ieee.org
The past two years have been sadly marked by the worldwide spread of the SARS-Cov-19
pandemic. The first line of defense against this and other pandemic threats is to respect …

Neural network‐based optical flow versus traditional optical flow techniques with thermal aerial imaging in real‐world settings

TXB Nguyen, K Rosser, A Perera… - Journal of Field …, 2023 - Wiley Online Library
The study explores the feasibility of optical flow‐based neural network from real‐world
thermal aerial imagery. While traditional optical flow techniques have shown adequate …

[HTML][HTML] Mask usage recognition using vision transformer with transfer learning and data augmentation

HD Jahja, N Yudistira - Intelligent Systems with Applications, 2023 - Elsevier
The COVID-19 pandemic has disrupted various levels of society. The use of masks is
essential in preventing the spread of COVID-19 by identifying an image of a person using a …

COVID19 yayılımını azaltmak için yüz maskesinin evrişimsel sinir ağı modelleri ile tespiti

A Daşgın - 2023 - acikerisim.aksaray.edu.tr
Son yıllarda hayatımızın gerçeği olan ve tüm dünya için pandemi haline gelen Covid-19'un
gerekli tedbirlere sıkı şekilde uyulmadığı takdirde bulaşma oranı artmakta hatta varyantları …

Facemask wearing alert system based on simple architecture with low-computing devices

DL Nguyen, MD Putro, KH Jo - IEEE Access, 2022 - ieeexplore.ieee.org
The Covid-19 epidemic has been causing heavy losses to humanity in terms of population,
economy, and political stability. To deal with outbreaks of the pandemic, countries have …

Enhancing Security in Real-Time Video Surveillance: A Deep Learning-Based Remedial Approach for Adversarial Attack Mitigation

GR Panigrahi, PK Sethy, SK Behera, M Gupta… - IEEE …, 2024 - ieeexplore.ieee.org
This paper introduces an innovative methodology to disrupt deep-learning (DL) surveillance
systems by implementing an adversarial framework strategy, inducing misclassification in …

An Improved Machine Learning Approach to Detect Real Time Face Mask

V Vipul, N Manoj, LS Nair… - 2023 5th International …, 2023 - ieeexplore.ieee.org
Several nations have implemented health protocols like maintaining a particular measure of
distance from each other and use of face masks when going out in public, in an effort to stop …

Development of Face Mask Detection using SSDLite MobilenetV3 Small on Raspberry Pi 4

N Anggraini, SH Ramadhani… - … of Computer and …, 2022 - ieeexplore.ieee.org
This study aimed to develop a mask detection tool with SSDLite MobilenetV3 Small based
on Raspberry Pi 4. SSDLite MobilenetV3 Small is a single-stage object detection. The single …