Face biometric quality assessment via light CNN.

Pattern Recognition Letters（2018）

引用 34|浏览44

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摘要

•We learnt a robust degradation classifier from noisy labels by employing a light CNN model.•We considered the recognition confidence in the estimation of face biometric quality.•The proposed BQA algorithm can be used to improve the reliability of face recognition systems.

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关键词

Biometric quality assessment,Convolutional neural networks (CNNs),Face recognition,Image quality assessment,Video surveillance

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