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  • Lecture Notes in Informatics
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  • BIOSIG - Biometrics and Electronic Signatures
  • P296 - BIOSIG 2019 - Proceedings of the 18th International Conference of the Biometrics Special Interest Group
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Gender and Kinship by Model-Based Ear Biometrics

Autor(en):
Meng, Di [DBLP] ;
Nixon, Mark S. [DBLP] ;
Mahmoodi, Sasan [DBLP]
Zusammenfassung
Many studies in biometrics have shown how identity can be determined, including by images of ears. In the paper, we show how model an ear and how the gender appears to often be manifest in the ear structures, as is kinship or family relationship. We describe a new model-based approach for viewpoint correction and ear description to enable this analysis. We show that with the new technique having satisfactory basic recognition capability (recognizing individuals with performance similar to state of art), gender can achieve 67.2% and kinship 40.4% rank 1 recognition on ears from subjects with unconstrained pose.
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Meng, D., Nixon, M. S. & Mahmoodi, S., (2019). Gender and Kinship by Model-Based Ear Biometrics. In: Brömme, A., Busch, C., Dantcheva, A., Rathgeb, C. & Uhl, A. (Hrsg.), BIOSIG 2019 - Proceedings of the 18th International Conference of the Biometrics Special Interest Group. Bonn: Gesellschaft für Informatik e.V.. (S. 197-204).
@inproceedings{mci/Meng2019,
author = {Meng, Di AND Nixon, Mark S. AND Mahmoodi, Sasan},
title = {Gender and Kinship by Model-Based Ear Biometrics},
booktitle = {BIOSIG 2019 - Proceedings of the 18th International Conference of the Biometrics Special Interest Group},
year = {2019},
editor = {Brömme, Arslan AND Busch, Christoph AND Dantcheva, Antitza AND Rathgeb, Christian AND Uhl, Andreas} ,
pages = { 197-204 },
publisher = {Gesellschaft für Informatik e.V.},
address = {Bonn}
}
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Mehr Information

ISBN: 978-3-88579-690-9
ISSN: 1617-5468
Datum: 2019
Sprache: en (en)
Typ: Text/Conference Paper

Keywords

  • model-based
  • geometric features
  • gender classification
  • kinship verification
Sammlungen
  • P296 - BIOSIG 2019 - Proceedings of the 18th International Conference of the Biometrics Special Interest Group [23]

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Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.