Abstract:
We propose a novel vein extraction technique adapted to template protection and use it to apply a fuzzy commitment scheme. We construct dedicated error correcting codes t...Show MoreMetadata
Abstract:
We propose a novel vein extraction technique adapted to template protection and use it to apply a fuzzy commitment scheme. We construct dedicated error correcting codes that enable us to maintain a good accuracy after template protection. In a second application, we offer to overcome the alignment issues when comparing two vein templates by performing this step outside of the protection scheme. Different implementations are proposed to explore trade-offs between False Rejection Rate, False Acceptance Rate, comparison time and security. All approaches are tested on the recent database of University of Twente from ICB 2013. Our biometric performances are close to state of the art approaches whilst bringing security with the template protection scheme.
Date of Conference: 09-11 February 2015
Date Added to IEEE Xplore: 14 July 2016
ISBN Information:
Conference Location: Angers, France
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Finger Vein ,
- Template Protection ,
- Fuzzy Commitment ,
- Protection Scheme ,
- Forward Error Correction ,
- False Acceptance ,
- Step Outside ,
- False Acceptance Rate ,
- Reference Image ,
- Privacy Protection ,
- Information Leakage ,
- Random Permutations ,
- Hamming Distance ,
- Product Code ,
- White Pixels ,
- Black Pixels ,
- Middle Image ,
- Alignment Problem ,
- Amount Of Pixels ,
- Decoding Algorithm ,
- Reference Template
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Finger Vein ,
- Template Protection ,
- Fuzzy Commitment ,
- Protection Scheme ,
- Forward Error Correction ,
- False Acceptance ,
- Step Outside ,
- False Acceptance Rate ,
- Reference Image ,
- Privacy Protection ,
- Information Leakage ,
- Random Permutations ,
- Hamming Distance ,
- Product Code ,
- White Pixels ,
- Black Pixels ,
- Middle Image ,
- Alignment Problem ,
- Amount Of Pixels ,
- Decoding Algorithm ,
- Reference Template
- Author Keywords