Appearance-based data augmentation for image datasets using contrast preserving sampling. - Alishan K. Merchant; Tahir Q. Syed; Behraj Khan; Rumaisah Munir (ICPR, 2018)

An Extensive Review on Spectral Imaging in Biometric Systems: Challenges and Advancements. - Rumaisah Munir; Rizwan Ahmed Khan (CoRR, 2018)

An extensive review on spectral imaging in biometric systems: Challenges & advancements. - Rumaisah Munir; Rizwan Ahmed Khan (J. Vis. Commun. Image Represent., 2019)

Deep Spectral Biometrics: Overview and Open Issues. - Rumaisah Munir; Rizwan Ahmed Khan (Deep Biometrics, 2020)