Xiaoyan Wang, Tianxu Xu, Yiwen Zhang, Dongye Xu, Dong An, Qiang Wang, Zhongqi Pan, Yang Yue
{"title":"3D Time-of-Flight Camera Based Face Mask Recognition Using Facial Contour and Artificial Neural Network","authors":"Xiaoyan Wang, Tianxu Xu, Yiwen Zhang, Dongye Xu, Dong An, Qiang Wang, Zhongqi Pan, Yang Yue","doi":"10.1364/3d.2022.jw2a.23","DOIUrl":null,"url":null,"abstract":"With the extracted facial contour from a ToF camera, we demonstrated a novel method to recognize whether a person is wearing a face mask and the mask type using artificial neural network, achieving 97.32% accuracy.","PeriodicalId":286361,"journal":{"name":"Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/3d.2022.jw2a.23","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
With the extracted facial contour from a ToF camera, we demonstrated a novel method to recognize whether a person is wearing a face mask and the mask type using artificial neural network, achieving 97.32% accuracy.