A morphable model for the synthesis of 3D faces
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Digital Image Processing
On the Individuality of Fingerprints
IEEE Transactions on Pattern Analysis and Machine Intelligence
Parametrically controlled synthetic imagery experiment for face recognition testing
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
Performance Evaluation of Fingerprint Verification Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
A study on performance evaluation of fingerprint sensors
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Evolutionary singularity filter bank optimization for fingerprint image enhancement
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
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Constructing a fingerprint database is important to evaluate the performance of automatic fingerprint recognition systems. Because of the difficulty in collecting fingerprint samples, there are only few benchmark databases available. Moreover, various types of fingerprints are required to measure how robust the system is in various environments. This paper presents a novel method that generates various fingerprint images automatically from only a few training samples by using the genetic algorithm. Fingerprint images generated by the proposed method include similar characteristics of those collected from a corresponding real environment. Experiments with real fingerprints verify the usefulness of the proposed method.