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1. Efficient Face Verification Algorithm with Attention Mechanism | |||
LI Runze,LI Wei,XU Tong,QI Qi | |||
Computer Science and Technology 08 March 2019 | |||
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Abstract:Face verification is applied to our life, which benefits from the high-accuracy of the algorithm based on CNN. However,the performance of face verification is still poor on mobile device since limited computation resources. In this paper, we present a class of extremely efficient algorithm with attention mechanism embedded, the algorithm of 20MB size achieves 96.37% face verification TAR(FAR1e-6) on MegaFace Challenge, which is even comparable to hundrads MB size. We compare our algorithm with similar small size models like MobiFace, MobileFaceNet, Goole-FaceNet, the experimental results show the efficent of our algorithm. | |||
TO cite this article:LI Runze,LI Wei,XU Tong, et al. Efficient Face Verification Algorithm with Attention Mechanism[OL].[ 8 March 2019] http://en.paper.edu.cn/en_releasepaper/content/4747624 |
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