NDLI: Validation and reliability estimation of a fingerprint image registration software

Content Provider	IEEE Xplore Digital Library
Author	Desovski, D. Gandikota, V. Yan Liu Yue Jiang Cukic, B.
Copyright Year	2004
Description	Author affiliation: Lane Dept. of Comput. Sci. & Electr. Eng., West Virginia Univ., Morgantown, WV, USA (Desovski, D.; Gandikota, V.; Yan Liu; Yue Jiang; Cukic, B.)
Abstract	The application of biometric devices and systems is experiencing significant growth, primarily due to the need for reliable authentication. Verification and validation techniques applicable to these systems are rather immature and ad hoc, yet the consequences of the wide deployment of biometric systems could be significant. In this paper we discuss an approach to validation and reliability estimation of a fingerprint registration software. Our validation approach includes the following three steps; a) The validation of the source code with respect to the system requirements specification; b) the validation of the optimization algorithm, which is in the core of the registration system and c) the automation of testing. Since the optimization algorithm is heuristic in nature, mathematical analysis and test results are used to estimate the reliability of the image registration module.
Sponsorship	IEEE Reliability Soc. and IEEE Comput. Soc
Starting Page	306
Ending Page	313
File Size	395427
Page Count	8
File Format	PDF
ISBN	0769522157
ISSN	10719458
DOI	10.1109/ISSRE.2004.46
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-11-02
Publisher Place	France
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Fingerprint recognition Image matching Biometrics Application software Authentication Automation Automatic testing System testing Heuristic algorithms Mathematical analysis
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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