An Effective Multi-Mode Iris Authentication System on a Microprocessor-FPGA Heterogeneous Platform With QC-LDPC Codes

IEEE Access

卷:9

Chiu-Wing Sham¹  Chun Yan Lo¹  Longyu Ma¹  Xinchao Zhong¹ 

[1] School of Computer Science, The University of Auckland, Auckland, New Zealand;

关键词: Iris authentication;    biometric;    error correction codes;    LDPC;    QC-LDPC;    FPGA;   

DOI  :  10.1109/ACCESS.2021.3133908

来源: DOAJ

【 摘 要 】

With the emergence and popularity of iris biometrics, there are increasing concerns regarding the feasibility of iris authentication systems and their corresponding variability reduction methods. The former issues are typically addressed by optimizing key factors, such as iris size, image quality and acquisition wavelength. As for the latter, introducing error correction codes to reduce intra-user variability in the enrolled identifiers becomes novelly promising. This paper proposes a conventional iris authentication system and a hardware-friendly QC-LDPC error correction code scheme on a microprocessor-FPGA platform. Different QC-LDPC codes in IEEE 802.16e were analyzed and selected. Suitable codes were applied, followed by the evaluation experiments. The proposed design achieves a competitive result with up to 0.20% EER and 0.50% ZeroFAR on the CASIA-IrisV4-Syn database. Cryptographic keys with lengths of up to 288 bits can also be generated and recovered. Such a device can be potentially used for applications such as an access control system in high-security areas, identity verification at the borders, biometric cryptography and related authentication scenarios.

【 授权许可】

Unknown