Browsing SoC Research Publications by Author "Almadan, Ali"

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Compact CNN models for on-device ocular-based user recognition in mobile devices

Almadan, Ali; Rattani, Ajita (IEEE, 2021-12-05)

A number of studies have demonstrated the efficacy of deep learning convolutional neural network (CNN) models for ocular-based user recognition in mobile devices. However, these high-performing networks have enormous space ...
Investigating fairness of ocular biometrics among young, middle-aged, and older adults

Krishnan, Anoop; Almadan, Ali; Rattani, Ajita (IEEE, 2021-10-11)

A number of studies suggest bias of the face biometrics, i.e., face recognition and soft-biometric estimation methods, across gender, race, and age-groups. There is a recent urge to investigate the bias of different biometric ...