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FVC2000: fingerprint verification competition
Abstract
Reliable and accurate fingerprint recognition is a challenging pattern recognition problem, requiring algorithms robust in many contexts. FVC2000 competition attempted to establish the first common benchmark, allowing companies and academic institutions to unambiguously compare performance and track improvements in their fingerprint recognition algorithms. Three databases were created using different state-of-the-art sensors and a fourth database was artificially generated; 11 algorithms were extensively tested on the four data sets. We believe that FVC2000 protocol, databases, and results will be useful to all practitioners in the field not only as a benchmark for improving methods, but also for enabling an unbiased evaluation of algorithms.
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Cited by
Systematic methods for the computation of the directional fields and singular points of fingerprints
Bazen, A. M., & Gerez, S. H. (2002) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2002.1017618 · Cited by 601
Surveying the Development of Biometric User Authentication on Mobile Phones
Meng, W., Wong, D. S., Furnell, S., & Zhou, J. (2015) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2014.2386915 · Cited by 300
Large-scale fingerprint identification on GPU
Cappelli, R., Ferrara, M., & Maltoni, D. (2015) · Information Sciences · doi:10.1016/j.ins.2015.02.016 · Cited by 31
Self-citation
Metadata
- Authors
- Maio, D., Maltoni, D., Cappelli, R., Wayman, J. L., & Jain, A. K.
- Venue
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- Published
- 2002-03
- Volume
- 24
- Issue
- 3
- Pages
- 402-412
- ISSN
- 0162-8828 (ISSN-L)
- OpenAlex
- W2142481374
- Cited by
- 805
- References
- 0
- FWCI
- 78.76
- Type
- journal article
- Language
- en
- Open access
- closed
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- CoChat. (2026). Citation check: FVC2000: fingerprint verification competition. https://app.cochat.ai/papers/10.1109/34.990140
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- Maio, D., Maltoni, D., Cappelli, R., Wayman, J. L., & Jain, A. K. (2002). FVC2000: fingerprint verification competition. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/34.990140
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Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
