Faceness-Net: Face Detection through Deep Facial Part Responses.
IEEE Transactions on Pattern Analysis and Machine Intelligence(2018)
摘要
We propose a deep convolutional neural network (CNN) for face detection leveraging on facial attributes based supervision. We observe a phenomenon that part detectors emerge within CNN trained to classify attributes from uncropped face images, without any explicit part supervision. The observation motivates a new method for finding faces through scoring facial parts responses by their spatial stru...
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关键词
Face,Proposals,Face detection,Detectors,Neural networks,Mouth,Training
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