Numerical recipes in C (2nd ed.): the art of scientific computing
Numerical recipes in C (2nd ed.): the art of scientific computing
In-Process Evaluation for Software Inspection and Test
IEEE Transactions on Software Engineering - Special issue on software reliability
The L/sub 2/-Polynomial Spline Pyramid
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automating Techniques for Inspecting High Assurance Systems
HASE '01 The 6th IEEE International Symposium on High-Assurance Systems Engineering: Special Topic: Impact of Networking
Minutia Verification and Classification for Fingerprint Matching
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 1
Validation and Reliability Estimation of a Fingerprint Image Registration Software
ISSRE '04 Proceedings of the 15th International Symposium on Software Reliability Engineering
A pyramid approach to subpixel registration based on intensity
IEEE Transactions on Image Processing
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The need for reliable identification and authentication is driving the increased use of biometric devices and systems. 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 towards 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 and perform failure analysis of the image registration module.