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© 2020 The Author(s).In cross-spectral iris recognition, different spectral rings are used to acquire wealthy information of the real human iris. Earlier studies on cross-spectral iris recognition are based primarily on feature-based approaches, that are at risk of the alterations in parameters in the feature removal process, such as for instance spatial place and iris image acquisition conditions. These parameters can degrade iris recognition performance. In this report,