Publications

Revealing True Identity: Detecting Makeup Attacks in Face-based Biometric Systems

Published in ACM Multimedia, 2020

This paper proposes a novel solution to address makeup attacks, which are the hardest to detect in such systems because makeup can substantially alter the facial features of a person, including making them appear older/younger by adding/hiding wrinkles, modifying the shape of eyebrows, beard, and moustache, and changing the color of lips and cheeks.

Recommended citation: M. Arab, et al. 2020. Revealing True Identity: Detecting Makeup Attacks in Face-based Biometric Systems. In Proceedings of the 28th ACM International Conference on Multimedia. https://dl.acm.org/doi/10.1145/3394171.3413606

Band and Quality Selection for Efficient Transmission of Hyperspectral Images

Published in ACM Multimedia, 2019

This paper presents a method to prioritize the transmission of various components of hyperspectral data based on the application needs, the level of details required, and available bandwidth.

Recommended citation: M. Arab, et al. 2019. Band and Quality Selection for Efficient Transmission of Hyperspectral Images. In Proceedings of the 27th ACM International Conference on Multimedia. https://dl.acm.org/doi/10.1145/3343031.3351047