Combining 2D texture and 3D geometry features for Reliable iris presentation attack detection using light field focal stack

Abstract Iris presentation attack detection (PAD) is still an unsolved problem mainly due to the various spoof attack strategies and poor generalisation on unseen attackers. In this paper, the merits of both light field (LF) imaging and deep learning (DL) are leveraged to combine 2D texture and 3D g...

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Bibliographic Details
Main Authors: Zhengquan Luo, Yunlong Wang, Nianfeng Liu, Zilei Wang
Format: Article
Language:English
Published: Wiley 2022-09-01
Series:IET Biometrics
Online Access:https://doi.org/10.1049/bme2.12092
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