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Artificial Pupil Dilation for Data Augmentation in Iris Semantic Segmentation
The results indicate that our data augmentation method can improve segmentation accuracy up to 15% for images with high pupil dilation, which creates a more reliable iris recognition pipeline, even under extreme dilation.
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