3D Time-of-Flight Camera Based Face Mask Recognition Using Facial Contour and Artificial Neural Network

Xiaoyan Wang, Tianxu Xu, Yiwen Zhang, Dongye Xu, Dong An, Qiang Wang, Zhongqi Pan, Yang Yue
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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.
基于人脸轮廓和人工神经网络的三维飞行时间相机人脸识别
利用ToF相机提取的人脸轮廓,提出了一种基于人工神经网络的人脸识别方法,实现了人脸是否戴口罩和口罩类型的识别,准确率达到97.32%。
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