Abstract: Highlights•Novel FVIQA method based on quality regression network.•Novel finger vein image quality evaluation standard combining intra-class similarity and inter-class distance.•Novel evaluation index and verification method are designed for the FVIQA method.•Novel method is not limited to a certain recognition algorithm or dataset.
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