Browsing EECS Faculty Scholarship by Author "Almadan, Ali"

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Probing fairness of mobile ocular biometrics methods across gender on VISOB 2.0 dataset

Krishnan, Anoop; Almadan, Ali; Rattani, Ajita (Springer, Cham, 2021-02-21)

Recent research has questioned the fairness of face-based recognition and attribute classification methods (such as gender and race) for dark-skinned people and women. Ocular biometrics in the visible spectrum is an alternate ...
A survey of biometric and machine learning methods for tracking students' attention and engagement

Villa, Maria; Gofman, Mikhail I.; Mitra, Sinjini; Almadan, Ali; Krishnan, Anoop; Rattani, Ajita (IEEE, 2021-02-23)

The skills of focusing and paying attention are critical to student learning. According to Piontkowski et al. [40], "Educators often talk about attention as a general mental state in which the mind focuses on some special ...
Towards on-device face recognition in body-worn cameras

Almadan, Ali; Rattani, Ajita (IEEE, 2021-06-29)

Face recognition technology related to recognizing identities is widely adopted in intelligence gathering, law enforcement, surveillance, and consumer applications. Recently, this technology has been ported to smartphones ...