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Biometric Interoperability and Face Authentication Across Time Lapse
Başlık:
Biometric Interoperability and Face Authentication Across Time Lapse
Yazar:
El Khiyari, Hachim, author. (orcid)0000-0001-7180-0513
ISBN:
9780438109872
Yazar Ek Girişi:
Fiziksel Tanımlama:
1 electronic resource (144 pages)
Genel Not:
Source: Dissertation Abstracts International, Volume: 79-11(E), Section: B.
Advisors: Harry Wechsler Committee members: Mihai Boicu; Jim X. Chen; Jyh-Ming Lien.
Özet:
Biometrics is the automatic recognition of people using their physical appearance, behavioral traits, and/or their compound effects. Among biometric modalities (fingerprints, iris, hand geometry, etc.), face recognition has gained most interest due to its low cost, passive mode of operation, and wide acceptance. However, face-based biometric systems must overcome significant challenges when deployed in uncontrolled settings due to the variability of facial appearance. In this thesis, we focus on the variability due to face aging and biometric interoperability. Towards that end we present novel approaches to face recognition subject to time lapse with emphasis on deep learning and automatic rather handcrafted feature extraction, demographic stratification, and set based metrics for similarity biometric matching.
Notlar:
School code: 0883
Konu Başlığı:
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Yer Numarası | Demirbaş Numarası | Shelf Location | Lokasyon / Statüsü / İade Tarihi |
---|---|---|---|
XX(691768.1) | 691768-1001 | Proquest E-Tez Koleksiyonu | Arıyor... |
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