可取消的生物识别手指静脉

Emanuela Piciucco, E. Maiorana, Christof Kauba, A. Uhl, P. Campisi
{"title":"可取消的生物识别手指静脉","authors":"Emanuela Piciucco, E. Maiorana, Christof Kauba, A. Uhl, P. Campisi","doi":"10.1109/SPLIM.2016.7528396","DOIUrl":null,"url":null,"abstract":"Cancelable biometrics is one of the possible solutions to security and privacy problems in biometrics-based recognition systems. In this paper we propose the use of two classical transformations, block re-mapping and image warping, for the definition of cancelable biometrics from finger vein pattern images. Specifically, the impact on matching performance of the employed distortions, as well as the effects of their parameters' selection, are here investigated. An analysis of the renewability of the employed approaches is also provided. Performance comparable with what achieved in the unprotected approach can be reached in case of block re-mapping transformation, which is also able to provide renewability.","PeriodicalId":297318,"journal":{"name":"2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE)","volume":"132 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"26","resultStr":"{\"title\":\"Cancelable biometrics for finger vein recognition\",\"authors\":\"Emanuela Piciucco, E. Maiorana, Christof Kauba, A. Uhl, P. Campisi\",\"doi\":\"10.1109/SPLIM.2016.7528396\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Cancelable biometrics is one of the possible solutions to security and privacy problems in biometrics-based recognition systems. In this paper we propose the use of two classical transformations, block re-mapping and image warping, for the definition of cancelable biometrics from finger vein pattern images. Specifically, the impact on matching performance of the employed distortions, as well as the effects of their parameters' selection, are here investigated. An analysis of the renewability of the employed approaches is also provided. Performance comparable with what achieved in the unprotected approach can be reached in case of block re-mapping transformation, which is also able to provide renewability.\",\"PeriodicalId\":297318,\"journal\":{\"name\":\"2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE)\",\"volume\":\"132 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-07-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"26\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPLIM.2016.7528396\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPLIM.2016.7528396","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 26

摘要

可取消生物特征是解决基于生物特征识别系统的安全和隐私问题的可能解决方案之一。在本文中,我们提出了使用两个经典变换,块重映射和图像扭曲,用于定义可取消的生物特征从手指静脉模式图像。具体来说,对所采用的扭曲匹配性能的影响,以及他们的参数选择的影响,在这里进行了研究。对所采用方法的可再生性进行了分析。在块重新映射变换的情况下,可以达到与未保护方法相当的性能,并且也能够提供可再生性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cancelable biometrics for finger vein recognition
Cancelable biometrics is one of the possible solutions to security and privacy problems in biometrics-based recognition systems. In this paper we propose the use of two classical transformations, block re-mapping and image warping, for the definition of cancelable biometrics from finger vein pattern images. Specifically, the impact on matching performance of the employed distortions, as well as the effects of their parameters' selection, are here investigated. An analysis of the renewability of the employed approaches is also provided. Performance comparable with what achieved in the unprotected approach can be reached in case of block re-mapping transformation, which is also able to provide renewability.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信