福建电脑2024，Vol.40Issue(4)：1-4,4.DOI:10.16707/j.cnki.fjpc.2024.04.001
人脸识别在敏感人物检测中的应用算法研究
Research on the Application of Face Recognition in Sensitive Figure Detection Algorithm
陈英杰1
作者信息
- 1. 福州大学物理与信息工程学院 福州 350000
- 折叠
摘要
Abstract
At present,the number of videos uploaded by users on video publishing platforms is showing an explosive growth.To solve the problem of reviewing illegal videos containing sensitive individuals on video publishing platforms,this paper proposes an efficient facial recognition algorithm.This algorithm retrains the Yolov5Face network using the open-source face dataset WiderFace.The image of the face area detected by Yolov5Face is input into an ArcFace based face recognition module for facial feature extraction.The minimum Euclidean distance method is used to compare with the face image of sensitive individuals,accurately identifying videos containing sensitive individuals.The experimental results show that the algorithm has good accuracy and can provide reliable support for video publishing platforms.关键词
敏感人物/人脸识别/YOLO目标检测/ArcFace算法Key words
Sensitive Figure/Face Recognition/YOLO Object Detection/ArcFace Algorithm分类
信息技术与安全科学引用本文复制引用
陈英杰..人脸识别在敏感人物检测中的应用算法研究[J].福建电脑,2024,40(4):1-4,4.
