DeepIris: Learning pairwise filter bank for heterogeneous iris verification

Nianfeng Liu,Man Zhang,Haiqing Li,Zhenan Sun,Tieniu Tan

Pattern Recognition Letters（2016）

引用 164|浏览88

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摘要

•The first deep learning method for heterogeneous iris verification.•The filter pairs are automatically learned rather than hand-crafted.•The filter pairs are source-specific for heterogeneous iris verification.•The EER (Equal Error Rate) of heterogeneous iris verification is reduced by 90%.

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关键词

Biometrics,Iris verification,Convolutional neural networks,Deep learning,Iris recognition

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