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Face Mask Detection in Smart Cities Using Deep and Transfer Learning: Lessons Learned from the COVID-19 Pandemic

https://doi.org/10.3390/systems11020107

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3 of the 196 references listed on this page are in the Retraction Watch database as retracted (export 2026-11-11): 10.1088/1742-6596/1916/1/012039 (notice 2022-02-23), 10.1088/1742-6596/1916/1/012072 (notice 2022-02-23), 10.3389/fpubh.2022.855254 (notice 2025-10-23).

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Face Mask Detection Using Transfer Learning of InceptionV3

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Computer Vision – ECCV 2016

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Explainable artificial intelligence: a comprehensive review

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Cropping and attention based approach for masked face recognition

inferredcites →https://doi.org/10.1007/s10851-009-0165-yopenalex-snapshot

Gappy PCA Classification for Occlusion Tolerant 3D Face Detection

inferredcites →https://doi.org/10.1007/s11042-021-10711-8openalex-snapshot

Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment

inferredcites →https://doi.org/10.1007/s11042-021-11654-wopenalex-snapshot

Location-aware hazardous litter management for smart emergency governance in urban eco-cyber-physical systems

inferredcites →https://doi.org/10.1007/s11042-021-11772-5openalex-snapshot

Face mask detection and classification via deep transfer learning

inferredcites →https://doi.org/10.1007/s11042-022-13402-0openalex-snapshot

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MOXA: A Deep Learning Based Unmanned Approach For Real-Time Monitoring of People Wearing Medical Masks

inferredcites →https://doi.org/10.1007/s42979-021-00894-0openalex-snapshot

An Automatic System to Monitor the Physical Distance and Face Mask Wearing of Construction Workers in COVID-19 Pandemic

inferredcites →https://doi.org/10.1007/s42979-022-01149-2openalex-snapshot

Co-Yudh: A Convolutional Neural Network (CNN)-Inspired Platform for COVID Handling and Awareness

inferredcites →https://doi.org/10.1016/j.bspc.2021.103216openalex-snapshot

CNN-based bi-directional and directional long-short term memory network for determination of face mask

inferredcites →https://doi.org/10.1016/j.chaos.2020.109761openalex-snapshot

Analysis and forecast of COVID-19 spreading in China, Italy and France

inferredcites →https://doi.org/10.1016/j.cmpb.2022.106888openalex-snapshot

SMD-YOLO: An efficient and lightweight detection method for mask wearing status during the COVID-19 pandemic

inferredcites →https://doi.org/10.1016/j.cocis.2021.101417openalex-snapshot

A technical review of face mask wearing in preventing respiratory COVID-19 transmission

inferredcites →https://doi.org/10.1016/j.compbiomed.2021.104596openalex-snapshot

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Explanatory classification of CXR images into COVID-19, Pneumonia and Tuberculosis using deep learning and XAI

inferredcites →https://doi.org/10.1016/j.displa.2022.102235openalex-snapshot

ViDMASK dataset for face mask detection with social distance measurement

inferredcites →https://doi.org/10.1016/j.engappai.2022.105254openalex-snapshot

Deep and transfer learning for building occupancy detection: A review and comparative analysis

inferredcites →https://doi.org/10.1016/j.engappai.2022.105532openalex-snapshot

Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations

inferredcites →https://doi.org/10.1016/j.engappai.2022.105698openalex-snapshot

Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization

inferredcites →https://doi.org/10.1016/j.eswa.2022.116823openalex-snapshot

A novel algorithm for mask detection and recognizing actions of human

inferredcites →https://doi.org/10.1016/j.ibmed.2021.100037openalex-snapshot

A novel data augmentation approach for mask detection using deep transfer learning

inferredcites →https://doi.org/10.1016/j.ijleo.2021.166744openalex-snapshot

Scaling up face masks detection with YOLO on a novel dataset

inferredcites →https://doi.org/10.1016/j.ijleo.2022.169051openalex-snapshot

ETL-YOLO v4: A face mask detection algorithm in era of COVID-19 pandemic

inferredcites →https://doi.org/10.1016/j.imavis.2021.104341openalex-snapshot

FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public

inferredcites →https://doi.org/10.1016/j.imavis.2022.104420openalex-snapshot

Few-Shot learning for face recognition in the presence of image discrepancies for limited multi-class datasets

inferredcites →https://doi.org/10.1016/j.iot.2022.100511openalex-snapshot

Smart mask – Wearable IoT solution for improved protection and personal health

inferredcites →https://doi.org/10.1016/j.iswa.2022.200094openalex-snapshot

Emotion recognition in the times of COVID19: Coping with face masks

inferredcites →https://doi.org/10.1016/j.jbi.2021.103848openalex-snapshot

Face mask detection using deep learning: An approach to reduce risk of Coronavirus spread

inferredcites →https://doi.org/10.1016/j.jksuci.2021.12.017openalex-snapshot

A novel DeepMaskNet model for face mask detection and masked facial recognition

inferredcites →https://doi.org/10.1016/j.jvcir.2018.08.016openalex-snapshot

Face-mask recognition for fraud prevention using Gaussian mixture model

inferredcites →https://doi.org/10.1016/j.matpr.2020.12.1042openalex-snapshot

WITHDRAWN: Real time data analysis of face mask detection and social distance measurement using Matlab

inferredcites →https://doi.org/10.1016/j.matpr.2021.07.368openalex-snapshot

Novel Face Mask Detection Technique using Machine Learning to control COVID’19 pandemic

inferredcites →https://doi.org/10.1016/j.measurement.2020.108288openalex-snapshot

A hybrid deep transfer learning model with machine learning methods for face mask detection in the era of the COVID-19 pandemic

inferredcites →https://doi.org/10.1016/j.neucom.2020.06.014openalex-snapshot

Attention mechanism-based CNN for facial expression recognition

inferredcites →https://doi.org/10.1016/j.neuri.2021.100035openalex-snapshot

Face mask recognition system using CNN model

inferredcites →https://doi.org/10.1016/j.patcog.2021.108308openalex-snapshot

An empirical study of the impact of masks on face recognition

inferredcites →https://doi.org/10.1016/j.patcog.2021.108361openalex-snapshot

Face mask recognition from audio: The MASC database and an overview on the mask challenge

inferredcites →https://doi.org/10.1016/j.patcog.2021.108398openalex-snapshot

Real masks and spoof faces: On the masked face presentation attack detection

inferredcites →https://doi.org/10.1016/j.patcog.2022.108737openalex-snapshot

Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map

inferredcites →https://doi.org/10.1016/j.scs.2020.102571openalex-snapshot

A deep learning-based social distance monitoring framework for COVID-19

inferredcites →https://doi.org/10.1016/j.scs.2020.102600openalex-snapshot

Fighting against COVID-19: A novel deep learning model based on YOLO-v2 with ResNet-50 for medical face mask detection

inferredcites →https://doi.org/10.1016/j.scs.2020.102692openalex-snapshot

SSDMNV2: A real time DNN-based face mask detection system using single shot multibox detector and MobileNetV2

inferredcites →https://doi.org/10.1016/j.scs.2022.104059openalex-snapshot

Next-generation energy systems for sustainable smart cities: Roles of transfer learning

inferredcites →https://doi.org/10.1016/j.scs.2022.104064openalex-snapshot

Deep visual social distancing monitoring to combat COVID-19: A comprehensive survey

inferredcites →https://doi.org/10.1016/j.smhl.2020.100144openalex-snapshot

MaskedFace-Net – A dataset of correctly/incorrectly masked face images in the context of COVID-19

inferredcites →https://doi.org/10.1016/j.susoc.2021.08.001openalex-snapshot

Application of deep learning and machine learning models to detect COVID-19 face masks - A review

inferredcites →https://doi.org/10.1049/icp.2022.0402openalex-snapshot

Examining YOLO for real-time face-mask detection

inferredcites →https://doi.org/10.1049/iet-ipr.2020.1119openalex-snapshot

MaskHunter: real‐time object detection of face masks during the COVID‐19 pandemic

inferredcites →https://doi.org/10.1061/(asce)nh.1527-6996.0000492openalex-snapshot

Deep Learning for Visual Analytics of the Spread of COVID-19 Infection in Crowded Urban Environments

inferredcites →https://doi.org/10.1080/02522667.2021.2016984openalex-snapshot

COVID-19 Outbreak: Detecting face mask types in real time

inferredcites →https://doi.org/10.1080/1448837x.2021.2023071openalex-snapshot

A practical implementation of mask detection for COVID-19 using face detection and histogram of oriented gradients

inferredcites →https://doi.org/10.1088/1742-6596/1678/1/012089openalex-snapshot

Mask wearing detection based on YOLOv3

inferredcites →https://doi.org/10.1088/1742-6596/1771/1/012002openalex-snapshot

YOLOv3_Slim for Face Mask Recognition

inferredcites →https://doi.org/10.1088/1742-6596/1836/1/012035openalex-snapshot

Detection system of facial patterns with masks in new normal based on the Viola Jones method

inferredcites →https://doi.org/10.1088/1742-6596/1916/1/012039openalex-snapshot

Social Distancing Analyzer Using Computer Vision and Deep Learning

inferredcites →https://doi.org/10.1088/1742-6596/1916/1/012072openalex-snapshot

Intelligent Mask Detection Using Deep Learning Techniques

inferredcites →https://doi.org/10.1088/1742-6596/1969/1/012037openalex-snapshot

Comparative Analysis of Convolutional Neural Network Architectures for Real Time COVID-19 Facial Mask Detection

inferredcites →https://doi.org/10.1088/1757-899x/1070/1/012061openalex-snapshot

Face mask detection for covid_19 pandemic using pytorch in deep learning

inferredcites →https://doi.org/10.1093/jamia/ocab052openalex-snapshot

Transfer learning for mobile real-time face mask detection and localization

inferredcites →https://doi.org/10.1108/aci-09-2021-0256openalex-snapshot

Face recognition under mask-wearing based on residual inception networks

inferredcites →https://doi.org/10.1108/dta-02-2022-0076openalex-snapshot

A cascaded deep-learning-based model for face mask detection

inferredcites →https://doi.org/10.1109/access.2020.2977386openalex-snapshot

A Novel GAN-Based Network for Unmasking of Masked Face

inferredcites →https://doi.org/10.1109/access.2020.3005687openalex-snapshot

Deep Facial Diagnosis: Deep Transfer Learning From Face Recognition to Facial Diagnosis

inferredcites →https://doi.org/10.1109/access.2021.3066538openalex-snapshot

A Novel Detection Framework About Conditions of Wearing Face Mask for Helping Control the Spread of COVID-19

inferredcites →https://doi.org/10.1109/access.2021.3095191openalex-snapshot

A Deep Learning Based Light-Weight Face Mask Detector With Residual Context Attention and Gaussian Heatmap to Fight Against COVID-19

inferredcites →https://doi.org/10.1109/access.2021.3100070openalex-snapshot

Comprehensive Review on Facemask Detection Techniques in the Context of Covid-19

inferredcites →https://doi.org/10.1109/access.2022.3182055openalex-snapshot

A Real-Time CNN-Based Lightweight Mobile Masked Face Recognition System

inferredcites →https://doi.org/10.1109/acomp50827.2020.00029openalex-snapshot

Real-Time Face Mask Detector Using YOLOv3 Algorithm and Haar Cascade Classifier

inferredcites →https://doi.org/10.1109/aidas53897.2021.9574318openalex-snapshot

Comparison of Face Coverings Detection Methods using Deep Learning

inferredcites →https://doi.org/10.1109/ccnc49032.2021.9369493openalex-snapshot

Near-Realtime Face Mask Wearing Recognition Based on Deep Learning

inferredcites →https://doi.org/10.1109/cicn49253.2020.9242584openalex-snapshot

Deep Learning Applied to Capacity Control in Commercial Establishments in Times of COVID-19

inferredcites →https://doi.org/10.1109/cicn49253.2020.9242625openalex-snapshot

Deep Learning Framework to Detect Face Masks from Video Footage

inferredcites →https://doi.org/10.1109/cict51604.2020.9312083openalex-snapshot

Face mask detection using MobileNet and Global Pooling Block

inferredcites →https://doi.org/10.1109/compe53109.2021.9751880openalex-snapshot

Comparative Analysis of YOLOv4 and YOLOv4-tiny Techniques towards Face Mask Detection

inferredcites →https://doi.org/10.1109/cseps53726.2021.00014openalex-snapshot

Detection System of Wearing Face Masks Normatively Based on Deep Learning

inferredcites →https://doi.org/10.1109/cvpr.2001.990517openalex-snapshot

Rapid object detection using a boosted cascade of simple features

inferredcites →https://doi.org/10.1109/cvpr.2014.81openalex-snapshot

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

inferredcites →https://doi.org/10.1109/cvpr.2015.7298682openalex-snapshot

FaceNet: A unified embedding for face recognition and clustering

inferredcites →https://doi.org/10.1109/cvpr.2016.596openalex-snapshot

WIDER FACE: A Face Detection Benchmark

inferredcites →https://doi.org/10.1109/cvpr.2017.143openalex-snapshot

Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields

inferredcites →https://doi.org/10.1109/cvpr.2017.53openalex-snapshot

Detecting Masked Faces in the Wild with LLE-CNNs

inferredcites →https://doi.org/10.1109/cvpr.2017.690openalex-snapshot

YOLO9000: Better, Faster, Stronger

inferredcites →https://doi.org/10.1109/cvpr.2018.00737openalex-snapshot

Dynamic Feature Learning for Partial Face Recognition

inferredcites →https://doi.org/10.1109/cvpr.2018.00913openalex-snapshot

Path Aggregation Network for Instance Segmentation

inferredcites →https://doi.org/10.1109/cvpr42600.2020.00525openalex-snapshot

RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild

inferredcites →https://doi.org/10.1109/cvpr46437.2021.01212openalex-snapshot

Pre-Trained Image Processing Transformer

inferredcites →https://doi.org/10.1109/cvpr46437.2021.01621openalex-snapshot

General Multi-label Image Classification with Transformers

inferredcites →https://doi.org/10.1109/cymaen50288.2021.9497305openalex-snapshot

Yolov4FaceMask: COVID-19 Mask Detector

inferredcites →https://doi.org/10.1109/eit51626.2021.9491842openalex-snapshot

Design Flow for Real-Time Face Mask Detection Using PYNQ System-on-Chip Platform

inferredcites →https://doi.org/10.1109/elticom50775.2020.9230504openalex-snapshot

Towards Facial Recognition Problem in COVID-19 Pandemic

inferredcites →https://doi.org/10.1109/i2ct51068.2021.9417826openalex-snapshot

Deep Learning Based Face Mask Detection and Crowd Counting

inferredcites →https://doi.org/10.1109/i2ct51068.2021.9418207openalex-snapshot

Multi-Stage CNN Architecture for Face Mask Detection

inferredcites →https://doi.org/10.1109/icaaic53929.2022.9793201openalex-snapshot

Face Mask Detection in Realtime Environment using Machine Learning based Google Cloud

inferredcites →https://doi.org/10.1109/icaeca52838.2021.9675478openalex-snapshot

Face Mask Detection with Computer Vision & Deep Learning

inferredcites →https://doi.org/10.1109/icaibd51990.2021.9459008openalex-snapshot

Real Time Face Mask Detection System using Transfer Learning with Machine Learning Method in the Era of Covid-19 Pandemic

inferredcites →https://doi.org/10.1109/icais53314.2022.9742863openalex-snapshot

Facemask Detection to Prevent COVID-19 Using YOLOv4 Deep Learning Model

inferredcites →https://doi.org/10.1109/icasert.2019.8934543openalex-snapshot

Implementation of Principal Component Analysis on Masked and Non-masked Face Recognition

inferredcites →https://doi.org/10.1109/icbaie52039.2021.9389953openalex-snapshot

Face mask detection based on Transfer learning and PP-YOLO

inferredcites →https://doi.org/10.1109/icbats54253.2022.9758925openalex-snapshot

A Deep Learning Based Approach for Detection of Face Mask Wearing using YOLO V3-tiny Over CNN with Improved Accuracy

inferredcites →https://doi.org/10.1109/icccnt49239.2020.9225384openalex-snapshot

A Deep Learning Based Assistive System to Classify COVID-19 Face Mask for Human Safety with YOLOv3

inferredcites →https://doi.org/10.1109/icccnt51525.2021.9579761openalex-snapshot

An Improved SSD Object Detection Algorithm For Safe Social Distancing and Face Mask Detection In Public Areas Through Intelligent Video Analytics

inferredcites →https://doi.org/10.1109/icccnt51525.2021.9580061openalex-snapshot

COVID-19 Face Mask Recognition with Advanced Face Cut Algorithm for Human Safety Measures

inferredcites →https://doi.org/10.1109/iccct53315.2021.9711838openalex-snapshot

Realtime Face Mask Detection Using TINY-YOLO V4

inferredcites →https://doi.org/10.1109/icce-asia53811.2021.9641913openalex-snapshot

Optimization of Object Detection CNN With Weight Quantization and Scale Factor Consolidation

inferredcites →https://doi.org/10.1109/icce-berlin53567.2021.9720010openalex-snapshot

Vision-based Health Protocol Observance System for Small Rooms

inferredcites →https://doi.org/10.1109/icce50685.2021.9427748openalex-snapshot

Federated Learning for Face Recognition

inferredcites →https://doi.org/10.1109/icces51350.2021.9489098openalex-snapshot

Computer-Vision based Face Mask Detection using CNN

inferredcites →https://doi.org/10.1109/iccis.2017.8274819openalex-snapshot

A cascade framework for masked face detection

inferredcites →https://doi.org/10.1109/iccit52419.2022.9711553openalex-snapshot

High-performance Detection and Predication Safety System using HUAWEI Atlas 200 DK AI Developer Kit

inferredcites →https://doi.org/10.1109/iccrd54409.2022.9730470openalex-snapshot

An Implementation of Face Mask Detection System Based on YOLOv4 Architecture

inferredcites →https://doi.org/10.1109/iccv.2005.129openalex-snapshot

Joint Haar-like features for face detection

inferredcites →https://doi.org/10.1109/iccworkshops50388.2021.9473590openalex-snapshot

Federated Learning toward Data Preprocessing: COVID-19 Context

inferredcites →https://doi.org/10.1109/icdabi51230.2020.9325631openalex-snapshot

Face Mask Detection Using MobileNetV2 in The Era of COVID-19 Pandemic

inferredcites →https://doi.org/10.1109/icecocs50124.2020.9314511openalex-snapshot

Control The COVID-19 Pandemic: Face Mask Detection Using Transfer Learning

inferredcites →https://doi.org/10.1109/icesc51422.2021.9533008openalex-snapshot

Real-time Covid-19 Face Mask Detection with YOLOv4

inferredcites →https://doi.org/10.1109/icic53490.2021.9692999openalex-snapshot

COVID-19 SOP’s Violations Detection in Terms of Face Mask Using Deep Learning

inferredcites →https://doi.org/10.1109/icict50816.2021.9358749openalex-snapshot

Experimental Analysis using Deep Learning Techniques for Safety and Riskless Transport - A Sustainable Mobility Environment for Post Covid-19

inferredcites →https://doi.org/10.1109/iciip53038.2021.9702607openalex-snapshot

A Novel Technique to Classify Face Mask for Human Safety

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Detecting Masked Faces using Region-based Convolutional Neural Network

inferredcites →https://doi.org/10.1109/icmcce51767.2020.00067openalex-snapshot

Mask detection device based on YOLOv3 framework

inferredcites →https://doi.org/10.1109/icmla51294.2020.00018openalex-snapshot

Single Camera Masked Face Identification

inferredcites →https://doi.org/10.1109/icmla52953.2021.00238openalex-snapshot

A Deep Learning-based Approach for Real-time Facemask Detection

inferredcites →https://doi.org/10.1109/icns52807.2021.9441582openalex-snapshot

A Real-Time Deep Transfer Learning Model for Facial Mask Detection

inferredcites →https://doi.org/10.1109/icoei51242.2021.9452973openalex-snapshot

Face Mask and Social Distancing Detection for Surveillance Systems

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Comparison of the Deep Learning Methods Applied on Human Eye Detection

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Deep Learning Implementation of Facemask and Physical Distancing Detection with Alarm Systems

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Thermal-Mask – A Dataset for Facial Mask Detection and Breathing Rate Measurement

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An Automated System to Limit COVID-19 Using Facial Mask Detection in Smart City Network

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Mask-Vision: A Machine Vision-Based Inference System of Face Mask Detection for Monitoring Health Protocol Safety

inferredcites →https://doi.org/10.1109/indiacom51348.2021.00123openalex-snapshot

Face Mask Detector using Deep Transfer Learning and Fine-Tuning

inferredcites →https://doi.org/10.1109/indicon.2015.7443827openalex-snapshot

An intelligent vision system for monitoring security and surveillance of ATM

inferredcites →https://doi.org/10.1109/inista52262.2021.9548642openalex-snapshot

Face Mask Detection and Classification for COVID-19 using Deep Learning

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DeepDist: A Deep-Learning-Based IoV Framework for Real-Time Objects and Distance Violation Detection

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BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices

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Partial Facial Identification using Transfer Learning Technique

inferredcites →https://doi.org/10.1109/isbast.2014.7013097openalex-snapshot

A general review of human face detection including a study of neural networks and Haar feature-based cascade classifier in face detection

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Component-based face detection method for various types of occluded faces

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Smart Camera for Enforcing Social Distancing

inferredcites →https://doi.org/10.1109/jiot.2021.3051844openalex-snapshot

Real-Time Mask Identification for COVID-19: An Edge-Computing-Based Deep Learning Framework

inferredcites →https://doi.org/10.1109/mnet.011.2000458openalex-snapshot

Explainable AI and Mass Surveillance System-Based Healthcare Framework to Combat COVID-I9 Like Pandemics

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A Fast, Automatic Risk Detector for COVID-19

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A Covid-19 Safety Web Application to Monitor Social Distancing and Mask Detection

inferredcites →https://doi.org/10.1109/rteict52294.2021.9573867openalex-snapshot

Face Mask Detection and Temperature Scanning for the Covid-19 Surveillance System

inferredcites →https://doi.org/10.1109/southeastcon45413.2021.9401874openalex-snapshot

Thor: A Deep Learning Approach for Face Mask Detection to Prevent the COVID-19 Pandemic

inferredcites →https://doi.org/10.1109/stcr51658.2021.9589008openalex-snapshot

An Automatic Real-Time Face Mask Detection using CNN

inferredcites →https://doi.org/10.1109/tcsvt.2020.2967754openalex-snapshot

Occluded Face Recognition in the Wild by Identity-Diversity Inpainting

inferredcites →https://doi.org/10.1109/tensymp52854.2021.9550808openalex-snapshot

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inferredcites →https://doi.org/10.1109/tim.2021.3123218openalex-snapshot

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A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

inferredcites →https://doi.org/10.1109/tpami.2015.2389824openalex-snapshot

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

inferredcites →https://doi.org/10.1109/wacv51458.2022.00126openalex-snapshot

On Black-Box Explanation for Face Verification

inferredcites →https://doi.org/10.1117/12.2586984openalex-snapshot

COVID-19 face mask detection in a crowd using multi-model based on YOLOv3 and hand-crafted features

inferredcites →https://doi.org/10.1142/s0218001421550077openalex-snapshot

Mask Wearing Detection Algorithm Based on Improved Tiny YOLOv3

inferredcites →https://doi.org/10.1145/3020078.3021744openalex-snapshot

FINN

inferredcites →https://doi.org/10.1145/3394171.3413723openalex-snapshot

Masked Face Recognition with Generative Data Augmentation and Domain Constrained Ranking

inferredcites →https://doi.org/10.1145/3394171.3413731openalex-snapshot

Masked Face Recognition with Latent Part Detection

inferredcites →https://doi.org/10.1145/3421766.3421768openalex-snapshot

Robust Deep Learning Method to Detect Face Masks

inferredcites →https://doi.org/10.1145/3453476openalex-snapshot

Survey of Post-OCR Processing Approaches

inferredcites →https://doi.org/10.1145/3472623openalex-snapshot

Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning

inferredcites →https://doi.org/10.1155/2021/4529107openalex-snapshot

SAI‐YOLO: A Lightweight Network for Real‐Time Detection of Driver Mask‐Wearing Specification on Resource‐Constrained Devices

inferredcites →https://doi.org/10.1155/2021/7918165openalex-snapshot

Real‐Time Human Ear Detection Based on the Joint of Yolo and RetinaFace

inferredcites →https://doi.org/10.1155/2021/8340779openalex-snapshot

Real-Time Implementation of AI-Based Face Mask Detection and Social Distancing Measuring System for COVID-19 Prevention

inferredcites →https://doi.org/10.1155/2021/8586016openalex-snapshot

Masked Face Detection Algorithm in the Dense Crowd Based on Federated Learning

inferredcites →https://doi.org/10.1371/journal.pone.0247440openalex-snapshot

Monitoring social distancing under various low light conditions with deep learning and a single motionless time of flight camera

inferredcites →https://doi.org/10.15439/2020f143openalex-snapshot

Face Mask Detection at the Fog Computing Gateway

inferredcites →https://doi.org/10.1609/aaai.v36i2.20095openalex-snapshot

Federated Learning for Face Recognition with Gradient Correction

inferredcites →https://doi.org/10.2139/ssrn.3663305openalex-snapshot

Real-Time Face Mask Identification Using Facemasknet Deep Learning Network

inferredcites →https://doi.org/10.23919/eecsi53397.2021.9624247openalex-snapshot

Comparative Study of CNN and YOLOv3 in Public Health Face Mask Detection

inferredcites →https://doi.org/10.23919/mipro55190.2022.9803406openalex-snapshot

YOLO-Based Face Mask Detection on Low-End Devices Using Pruning and Quantization

inferredcites →https://doi.org/10.24251/hicss.2021.206openalex-snapshot

“Healthy surveillance”: Designing a concept for privacy-preserving mask recognition AI in the age of pandemics

inferredcites →https://doi.org/10.30534/ijatcse/2020/33942020openalex-snapshot

Real Time Multi-Scale Facial Mask Detection and Classification Using Deep Transfer Learning Techniques

inferredcites →https://doi.org/10.32604/cmc.2022.017865openalex-snapshot

An Automated Real-Time Face Mask Detection System Using Transfer Learning with Faster-RCNN in the Era of the COVID-19 Pandemic

inferredcites →https://doi.org/10.3389/fpubh.2020.00163openalex-snapshot

Does COVID-19 Spread Through Droplets Alone?

inferredcites →https://doi.org/10.3389/fpubh.2021.797808openalex-snapshot

COVIDSAVIOR: A Novel Sensor-Fusion and Deep Learning Based Framework for Virus Outbreaks

inferredcites →https://doi.org/10.3389/fpubh.2022.855254openalex-snapshot

Facial Mask Detection Using Depthwise Separable Convolutional Neural Network Model During COVID-19 Pandemic

inferredcites →https://doi.org/10.3390/app11052070openalex-snapshot

How to Correctly Detect Face-Masks for COVID-19 from Visual Information?

inferredcites →https://doi.org/10.3390/app11083495openalex-snapshot

IoT and Deep Learning Based Approach for Rapid Screening and Face Mask Detection for Infection Spread Control of COVID-19

inferredcites →https://doi.org/10.3390/app12083879openalex-snapshot

Real-Time Face Mask Detection to Ensure COVID-19 Precautionary Measures in the Developing Countries

inferredcites →https://doi.org/10.3390/app13020935openalex-snapshot

Face Mask Detection on Photo and Real-Time Video Images Using Caffe-MobileNetV2 Transfer Learning

inferredcites →https://doi.org/10.3390/electronics10070837openalex-snapshot

Real-Time Face Mask Detection Method Based on YOLOv3

inferredcites →https://doi.org/10.3390/electronics10232996openalex-snapshot

An Integrated Approach for Monitoring Social Distancing and Face Mask Detection Using Stacked ResNet-50 and YOLOv5

inferredcites →https://doi.org/10.3390/electronics11060904openalex-snapshot

Automatic Face Mask Detection System in Public Transportation in Smart Cities Using IoT and Deep Learning

inferredcites →https://doi.org/10.3390/healthcare10010087openalex-snapshot

Spartan Face Mask Detection and Facial Recognition System

inferredcites →https://doi.org/10.3390/healthcare9081050openalex-snapshot

Incorrect Facemask-Wearing Detection Using Convolutional Neural Networks with Transfer Learning

inferredcites →https://doi.org/10.3390/ijerph19041939openalex-snapshot

Hybrid Deep Feature Generation for Appropriate Face Mask Use Detection

inferredcites →https://doi.org/10.3390/rs12030458openalex-snapshot

Comparative Research on Deep Learning Approaches for Airplane Detection from Very High-Resolution Satellite Images

inferredcites →https://doi.org/10.3390/s20185236openalex-snapshot

Identifying Facemask-Wearing Condition Using Image Super-Resolution with Classification Network to Prevent COVID-19

inferredcites →https://doi.org/10.3390/s21093263openalex-snapshot

Face Mask Wearing Detection Algorithm Based on Improved YOLO-v4

inferredcites →https://doi.org/10.3390/s21196387openalex-snapshot

Face with Mask Detection in Thermal Images Using Deep Neural Networks

inferredcites →https://doi.org/10.3390/s22030896openalex-snapshot

FaceMask: A New Image Dataset for the Automated Identification of People Wearing Masks in the Wild

inferredcites →https://doi.org/10.3390/s22072602openalex-snapshot

An Efficient and Effective Deep Learning-Based Model for Real-Time Face Mask Detection

inferredcites →https://doi.org/10.3390/su13126900openalex-snapshot

Facial Recognition System for People with and without Face Mask in Times of the COVID-19 Pandemic

inferredcites →https://doi.org/10.37188/cjlcd.2021-0059openalex-snapshot

Lightweight mask detection algorithm based on improved YOLOv4-tiny

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Transfer Learning for Cancer Detection based on Images Analysis

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A next-generation convolutional neural network for immediate detection of facial masks

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Real Time Face Mask Detection to Prevent Viral Respiratory Infection

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Automated X-Ray Image Classification for COVID-19 Detection Using DenseNet-121 and SVM

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Very Low-Resolution Face Recognition Based On Multilinear Side-Information Based Discriminant Analysis

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FaceMaskify: A Deep Learning Approach to Face Mask Classification

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Mask Use Detection in Public Places Using the Convolutional Neural Network Algorithm

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