Finger vein secure biometric template generation based on deep learning

Author:

Liu Yi,Ling Jie,Liu Zhusong,Shen Jian,Gao Chongzhi

Funder

National Natural Science Foundation of China

Natural Science Foundation of Guangdong

Science and Technology Planning Project of Guangdong Province

Innovation Team Project of Guangdong Universities

Publisher

Springer Science and Business Media LLC

Subject

Geometry and Topology,Theoretical Computer Science,Software

Reference33 articles.

1. Ang R, Safavi-Naini R, Mcaven L (2005) Cancelable key-based fingerprint templates. In: Proceedings of the Australasian conference information security and privacy (ACISP 2005), Brisbane, Australia, July 4–6, 2005, pp 242–252

2. Chen C, Wu Z, Li P, Zhang J, Wang Y, Li H (2015) A finger vein recognition algorithm using feature block fusion and depth neural network. In: International symposium on intelligence computation and applications, Springer, Berlin, pp 572–583

3. Gu B, Sheng VS, Tay KY, Romano W, Li S (2014) Incremental support vector learning for ordinal regression. IEEE Trans Neural Netw Learn Syst 26(7):1403–1416

4. Hinton GE (2010) A practical guide to training restricted Boltzmann machines. Momentum 9(1):599–619

5. Hinton GE, Osindero S, Teh YW (2006) A fast learning algorithm for deep belief nets. Neural Comput 18(7):1527–1554

Cited by 87 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A frequency-injection backdoor attack against DNN-Based finger vein verification;Computers & Security;2024-09

2. Feature extraction and learning approaches for cancellable biometrics: A survey;CAAI Transactions on Intelligence Technology;2024-01-22

3. Attacking Evolutionary Algorithms via SparseEA;Lecture Notes in Computer Science;2024

4. Contrastive Learning-Based Finger-Vein Recognition with Automatic Adversarial Augmentation;Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering;2024

5. CFVNet: An End-to-End Cancelable Finger Vein Network for Recognition;IEEE Transactions on Information Forensics and Security;2024

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3