41 citations · 48 across the 3 of their papers we have counts for
11 papers
Biometrics: Trust, but Verify
Anil K. Jain, Debayan Deb, Joshua J. Engelsma
Over the past two decades, biometric recognition has exploded into a plethora of different applications around the globe. This proliferation can be attributed to the high levels of…
Unified Detection of Digital and Physical Face Attacks
Debayan Deb, Xiaoming Liu, Anil K. Jain
State-of-the-art defense mechanisms against face attacks achieve near perfect accuracies within one of three attack categories, namely adversarial, digital manipulation, or physica…
FedFace: Collaborative Learning of Face Recognition Model
Divyansh Aggarwal, Jiayu Zhou, Anil K. Jain
DNN-based face recognition models require large centrally aggregated face datasets for training. However, due to the growing data privacy concerns and legal restrictions, accessing…
C2CL: Contact to Contactless Fingerprint Matching
Steven A. Grosz, Joshua J. Engelsma, Eryun Liu +1
Matching contactless fingerprints or finger photos to contact-based fingerprint impressions has received increased attention in the wake of COVID-19 due to the superior hygiene of…
HERS: Homomorphically Encrypted Representation Search
Joshua J. Engelsma, Anil K. Jain, Vishnu Naresh Boddeti
We present a method to search for a probe (or query) image representation against a large gallery in the encrypted domain. We require that the probe and gallery images be represent…
Fingerprint Spoof Detection: Temporal Analysis of Image Sequence
Tarang Chugh, Anil K. Jain
We utilize the dynamics involved in the imaging of a fingerprint on a touch-based fingerprint reader, such as perspiration, changes in skin color (blanching), and skin distortion,…
Universal Material Translator: Towards Spoof Fingerprint Generalization
Rohit Gajawada, Additya Popli, Tarang Chugh +2
Spoof detectors are classifiers that are trained to distinguish spoof fingerprints from bonafide ones. However, state of the art spoof detectors do not generalize well on unseen sp…
Fingerprint Synthesis: Search with 100 Million Prints
Vishesh Mistry, Joshua J. Engelsma, Anil K. Jain
Evaluation of large-scale fingerprint search algorithms has been limited due to lack of publicly available datasets. To address this problem, we utilize a Generative Adversarial Ne…
On the Detection of Digital Face Manipulation
Hao Dang, Feng Liu, Joel Stehouwer +2
Detecting manipulated facial images and videos is an increasingly important topic in digital media forensics. As advanced face synthesis and manipulation methods are made available…
Face Recognition: Primates in the Wild
Debayan Deb, Susan Wiper, Alexandra Russo +4
We present a new method of primate face recognition, and evaluate this method on several endangered primates, including golden monkeys, lemurs, and chimpanzees. The three datasets…
On the Intrinsic Dimensionality of Image Representations
Sixue Gong, Vishnu Naresh Boddeti, Anil K. Jain
This paper addresses the following questions pertaining to the intrinsic dimensionality of any given image representation: (i) estimate its intrinsic dimensionality, (ii) develop a…