Sandip Purnapatra Humaira Rezaie Bhavin Jawade Yu Liu 0069 Yue Pan Luke Brosell Mst Rumana Sumi Lambert Igene Alden Dimarco Srirangaraj Setlur Soumyabrata Dey Stephanie Schuckers Marco Huber Jan Niklas Kolf Meiling Fang Naser Damer Banafsheh Adami Raul Chitic Karsten Seelert Vishesh Mistry Rahul Parthe Umit Kacar Liveness Detection Competition - Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint). 2023 abs/2310.00659 CoRR https://doi.org/10.48550/arXiv.2310.00659 db/journals/corr/corr2310.html#abs-2310-00659