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P306 - BIOSIG 2020 - Proceedings of the 19th International Conference of the Biometrics Special Interest Group

https://dl.gi.de/handle/20.500.12116/34315
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Auflistung P306 - BIOSIG 2020 - Proceedings of the 19th International Conference of the Biometrics Special Interest Group nach Autor:in "Alamri, Malak"

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  • Konferenzbeitrag
    Facial Profiles Recognition Using Comparative Facial Soft Biometrics
    (BIOSIG 2020 - Proceedings of the 19th International Conference of the Biometrics Special Interest Group, 2020) Alamri, Malak; Mahmoodi, Sasan
    This study extends previous advances in soft biometrics and describes to what extent soft biometrics can be used for facial profile recognition. The purpose of this research is to explore human recognition based on facial profiles in a comparative setting based on soft biometrics. Moreover, in this work, we describe and use a ranking system to determine the recognition rate. The Elo rating system is employed to rank subjects by using their face profiles in a comparative setting. The crucial features responsible for providing useful information describing facial profiles have been identified by using relative methods. Experiments based on a subset of the XM2VTSDB database demonstrate a 96% for recognition rate using 33 features over 50 subjects.