SMD-YOLO: An efficient and lightweight detection method for mask wearing status during the COVID-19 pandemicSMD-YOLO: COVID-19 전염병 동안 마스크 착용 상태에 대한 효율적이고 가벼운 감지 방법Article Published on 2022-06-012022-09-11 Journal: Computer methods and programs in biomedicine [Category] 치료기술, 치료제, [키워드] Accuracy Activation Algorithm average Clustering Combination compensated computer computer vision Convolution COVID-19 COVID-19 epidemic COVID-19 pandemic cross dataset Deep Learning Method demonstrated detection efficiency effective Effectiveness evaluated experiment face Face mask face mask detection Face masks feasible feature FLOPs functions greater hospitals IMPROVE increase information Mask mean average precision mechanism object object detection parameter Precision premise present Prevent provided quantity receptive field reduce reduced respiratory virus speed Spread status target YOLO YOLO. YOLOv4 YOLOv4-Tiny [DOI] 10.1016/j.cmpb.2022.106888 PMC 바로가기 [Article Type] Article
ETL-YOLO v4: A face mask detection algorithm in era of COVID-19 pandemicResearch article Published on 2022-06-012022-10-05 Journal: The British journal of oral & maxillofacial surger [Category] 치료기술, [키워드] Accuracy Activation added Algorithm average backbone CNN COVID-19 COVID-19 pandemic CutMix deep learning-based method detect develop Face mask face mask detection Masks Mish activation mosaic Precision researchers SPP network Tiny YOLO v4 variant YOLO [DOI] 10.1016/j.ijleo.2022.169051 [Article Type] Research article
Hybrid Deep Feature Generation for Appropriate Face Mask Use Detection적절한 안면 마스크 사용 감지를 위한 하이브리드 딥 피처 생성Article Published on 2022-02-092022-09-10 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), MERS, SARS, 치료기술, [키워드] Accuracy Appropriate Classifier collected Compliance deep DenseNet201 detect detection face Face mask face mask detection feature Generation high accuracy hybrid hybrid feature selector hygiene Image IMPROVE indicate limit Mask Masked face Precaution problem real time ResNet101 resulting selected spread of COVID-19 Support support vector machine transfer learning Trial was used were used [DOI] 10.3390/ijerph19041939 PMC 바로가기 [Article Type] Article
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in publicResearch article Published on 2022-01-012022-10-05 Journal: Image and Vision Computing [Category] 치료기술, [키워드] Accuracy adopted aggregation Algorithms applied Convolution Coronavirus disease 2019 COVID-19 database datasets detection efficiency disease effective eight Epidemic Face mask face mask detection Feature extraction and fusion Hierarchical IMPROVE Improved YoloV3 algorithm information Mask matrix mechanism MONITOR NMS performed Precision virus transmission [DOI] 10.1016/j.imavis.2021.104341 [Article Type] Research article
Face mask detection using deep learning: An approach to reduce risk of Coronavirus spread딥 러닝을 사용한 안면 마스크 감지: 코로나바이러스 확산 위험을 줄이는 접근 방식Article Published on 2021-08-012022-09-11 Journal: Journal of biomedical informatics [Category] SARS, 치료기술, [키워드] absence addition Antiviral applied approach baseline bounding box can be used conducted contribute country COVID-19 COVID-19 pandemic detect discourse droplet effective Effective strategies expelled experiment face Face mask face mask detection FUSE generate Health high accuracy impacted IMPROVE infected individual infection rate information Intervention less Mask Masks measure medical resource Medical resources mitigate mouth nose object Object deletion One-stage detector Precision precision and recall primary source recall reduce risk SARS-CoV2 Spread Surveillance transfer transfer learning Two-stage detector. wearing WHO [DOI] 10.1016/j.jbi.2021.103848 PMC 바로가기 [Article Type] Article