BriefGPT.xyz
Nov, 2017
面部关注网络：一种针对被遮挡面部的有效人脸检测器
Face Attention Network: An effective Face Detector for the Occluded Faces
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Jianfeng Wang, Ye Yuan, Gang Yu
TL;DR
本文提出了一种新的人脸检测器Face Attention Network(FAN),其中采用新的锚级别注意和数据增强技术,从而显着提高了被遮挡情况下人脸检测的召回率,且不影响检测速度。实验结果表明，该方法在WiderFace和MAFA等公共人脸检测基准测试中均获得了最先进的结果。
Abstract
The performance of
face detection
has been largely im- proved with the development of convolutional neural net- work. However, the
occlusion issue
due to mask and sun- glasses, is still a challenging problem. The
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