Improvement of fingerprint matching by describing the minutiae neighborhood using a set of Quaternion Disc-Harmonic Moments. - Lamyae Haloui; Nisrine Dad; Noureddine Ennahnahi; Saïd El Alaoui Ouatik; Mohammed Oumsis (AICCSA, 2014)

Minutiae neighborhood validation by Quaternion Zernike Moments forfingerprint matching. - Lamyae Haloui; Nisrine Dad; Noureddine Ennahnahi; Saïd El Alaoui Ouatik; Mohammed Oumsis (ISIVC, 2016)

Combining minutiae triplets and quaternion orthogonal moments for fingerprint verification. - Lamyae Haloui; Noureddine Ennahnahi; Saïd El Alaoui Ouatik (J. Electronic Imaging, 2017)