- Title
- Alignment-free fingerprint template protection technique based on minutiae neighbourhood information
- Creator
- Nazmul, Rumana; Islam, Rafiqul; Chowdhury, Ahsan
- Date
- 2018
- Type
- Text; Conference proceedings
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/164086
- Identifier
- vital:13018
- Identifier
-
https://doi.org/10.1007/978-3-319-67071-3_32
- Identifier
- ISBN:2194-5357 (ISSN); 9783319670706 (ISBN)
- Abstract
- With the emergence and extensive deployment of biometric-based user authentication system, ensuring the security of biometric template is becoming a growing concern in the research community. One approach to securing template is to transform the original biometric features into a non-invertible form and to use it for a person’s authentication. Registration-based template protection schemes require an accurate alignment of the enrolled and the query images, which is very difficult to achieve. To overcome the alignment issue, registration-free template protection approaches have been proposed that rely on local features such as minutiae details in a fingerprint image. In this paper, we develop an alignment-free fingerprint template protection technique which extracts the rotation and translation invariant features from the neighbouring region of each minutia and then exploits the neighbourhood information to achieve the non-invertible property. Evaluation of the proposed scheme on FVC2002 DB1-B shows that the new method exhibits satisfactory performance in terms of recognition accuracy, computational complexity, and security. © 2018, Springer International Publishing AG.
- Publisher
- Springer Verlag
- Relation
- International Conference on Applications and Techniques in Cyber Security and Intelligence, ATCSI 2017; Ningbo, China; 16th-18th June 2017; published in International Conference on Applications and Techniques in Cyber Security and Intelligence : Applications and Techniques in Cyber Security and Intelligence (Advances in Intelligent Systems and Computing series) Vol. 580, p. 256-265
- Rights
- Copyright © 2018, Springer International Publishing AG.
- Rights
- This metadata is freely available under a CCO license
- Subject
- Alignment-free; Fingerprint template protection; Security
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