EyePreserve: Identity-Preserving Iris Synthesis

arXiv:2312.12028v3 Announce Type: replace-cross
Abstract: Synthesis of same-identity biometric iris images, both for existing and non-existing identities while preserving the identity across a wide range of pupil sizes, is complex due to intricate iris muscle constriction mechanism, requiring a precise model of iris non-linear texture deformations to be embedded into the synthesis pipeline. This paper presents the first method of fully data-driven, identity-preserving, pupil size-varying s ynthesis of iris images. This approach is capable of synthesizing images of irises with …

abstract arxiv biometric cs.cv cs.lg embedded identity images linear non-linear paper pipeline synthesis texture type