Application of genetic algorithms to stereo matching of images
Pattern Recognition Letters - Special issue on genetic algorithms
Pattern Recognition Letters - Special issue on genetic algorithms
Partial shape matching using genetic algorithms
Pattern Recognition Letters
Outline for a Logical Theory of Adaptive Systems
Journal of the ACM (JACM)
A soft computing approach for recognition of occluded shapes
Journal of Systems and Software
A Fingerprint Verification System Based on Triangular Matching and Dynamic Time Warping
IEEE Transactions on Pattern Analysis and Machine Intelligence
GABIND: a GA approach to allocation and binding for the high-level synthesis of data paths
IEEE Transactions on Very Large Scale Integration (VLSI) Systems - Special issue on system-level interconnect prediction
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Learning for Adaptive Image Segmentation
Genetic Learning for Adaptive Image Segmentation
Fingerprint Matching Using Transformation Parameter Clustering
IEEE Computational Science & Engineering
A Triplet Based Approach for Indexing of Fingerprint Database for Identification
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Fingerprint Indexing Based on Novel Features of Minutiae Triplets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Integrating Local and Global Features in Automatic Fingerprint Verification
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 3 - Volume 3
Evolutionary computation: comments on the history and current state
IEEE Transactions on Evolutionary Computation
Genetic object recognition using combinations of views
IEEE Transactions on Evolutionary Computation
A constructive genetic algorithm for gate matrix layout problems
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Filterbank-based fingerprint matching
IEEE Transactions on Image Processing
Local relative location error descriptor-based fingerprint minutiae matching
Pattern Recognition Letters
GSA: A Gravitational Search Algorithm
Information Sciences: an International Journal
Proceedings of the 2010 Symposium on Information and Communication Technology
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Improving the multiple alignments strategy for fingerprint verification
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
Fingerprint matching with an evolutionary approach
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Engineering Applications of Artificial Intelligence
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Fingerprint matching is still a challenging problem for reliable person authentication because of the complex distortions involved in two impressions of the same finger. In this paper, we propose a fingerprint-matching approach based on genetic algorithms (GA), which tries to find the optimal transformation between two different fingerprints. In order to deal with low-quality fingerprint images, which introduce significant occlusion and clutter of minutiae features, we design a fitness function based on the local properties of each triplet of minutiae. The experimental results on National Institute of Standards and Technology fingerprint database, NIST-4, not only show that the proposed approach can achieve good performance even when a large portion of fingerprints in the database are of poor quality, but also show that the proposed approach is better than another approach, which is based on mean-squared error estimation.