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Author

Maximilian Harrisson

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Open access Sep 2026

Iris Recognition based on Convolutional Neural Networks and Multi-Index Hashing

Efficient iris recognition at scale requires indexing structures that can search large galleries without a linear scan. This work evaluates 7 feature extractors, with 5 pre-trained CNNs (VGG16, ResNet50, ConvNeXt-Tiny, MobileNetV2, InceptionV3) and 2 classical descriptors (SIFT, ORB), combined with median binarization...

Maximilian Harrisson, L. D. de Araújo · 0 citations

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