快速多尺度人脸检测2--Multi-Scale Fully Convolutional Network for Face Detection in the Wild
2017-12-21 11:19
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Multi-Scale Fully Convolutional Network for Face Detection in the Wild
CVPRW2017
上一篇文献的姊妹篇吧，如何能够快速的实现多尺度人脸检测了？ 本文将用于检测的特征图上采样和降采样得到多尺度特征图，在这个多尺度特征图上分别训练若干 FCN 人脸检测器 ，每个FCN 人脸检测器 负责检测相应尺寸的人脸
本文最小检测人脸尺寸 10×10 pixels
our method can detect very small faces (10×10 pixels)
速度： MS-FCN runs at 23 FPS on a GPU for images of size 640×480 with no assumption on the minimum detectable face size
本文的主要流程图如下所示
结果示意图
FDDB dataset
WIDER FACE dataset
AFW dataset & PASCAL FACE dataset
11
CVPRW2017
上一篇文献的姊妹篇吧，如何能够快速的实现多尺度人脸检测了？ 本文将用于检测的特征图上采样和降采样得到多尺度特征图，在这个多尺度特征图上分别训练若干 FCN 人脸检测器 ，每个FCN 人脸检测器 负责检测相应尺寸的人脸
本文最小检测人脸尺寸 10×10 pixels
our method can detect very small faces (10×10 pixels)
速度： MS-FCN runs at 23 FPS on a GPU for images of size 640×480 with no assumption on the minimum detectable face size
本文的主要流程图如下所示
结果示意图
FDDB dataset
WIDER FACE dataset
AFW dataset & PASCAL FACE dataset
11
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