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Combining multiple matchers for fingerprint verification : A case study in biosecure network of excellence
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- Alonso-Fernandez, Fernando, 1978- (author)
- ATVS, Escuela Politecnica Superior, Campus de Cantoblanco, Avda. Francisco Tomas y Valiente 11, 28049 Madrid, Spain
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- Fierrez-Aguilar, Julian (author)
- ATVS, Escuela Politecnica Superior, Campus de Cantoblanco, Avda. Francisco Tomas y Valiente 11, 28049 Madrid, Spain
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- Fronthaler, Hartwig (author)
- Högskolan i Halmstad,Halmstad Embedded and Intelligent Systems Research (EIS)
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- ATVS, Escuela Politecnica Superior, Campus de Cantoblanco, Avda Francisco Tomas y Valiente 11, 28049 Madrid, Spain Halmstad Embedded and Intelligent Systems Research (EIS) (creator_code:org_t)
- Paris, France : Springer, 2007
- 2007
- English.
- In: Annales des télécommunications. - Paris, France : Springer. - 0003-4347 .- 1958-9395. ; 62:1-2, s. 62-82
- Journal article (peer-reviewed)
Abstract
Subject headings
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- We report on experiments for the fingerprint modality conducted during the First BioSecure Residential Workshop. Two reference systems for fingerprint verification have been tested together with two additional non-reference systems. These systems follow different approaches of fingerprint processing and are discussed in detail. Fusion experiments involving different combinations of the available systems are presented. The experimental results show that the best recognition strategy involves both minutiae-based and correlation-based measurements. Regarding the fusion experiments, the best relative improvement is obtained when fusing systems that are based on heterogeneous strategies for feature extraction and/or matching. The best combinations of two/three/four systems always include the best individual systems whereas the best verification performance is obtained when combining all the available systems.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Industriell bioteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Industrial Biotechnology (hsv//eng)
Keyword
- Biometrics
- Pattern recognition
- Fingerprint
- Comparative study
- Case study
- Identification
- Research program
- Experimental study
- Performance evaluation
- Mixed method
- Data fusion
- Bioengineering
- Bioteknik
Publication and Content Type
- ref (subject category)
- art (subject category)
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