22 citations · 45 across the 7 of their papers we have counts for
14 papers · 1 filter
Fingerprint Template Invertibility: Minutiae vs. Deep Templates
Kanishka P. Wijewardena, Steven A. Grosz, Kai Cao +1
Much of the success of fingerprint recognition is attributed to minutiae-based fingerprint representation. It was believed that minutiae templates could not be inverted to obtain a…
Infant-ID: Fingerprints for Global Good
Joshua J. Engelsma, Debayan Deb, Kai Cao +3
In many of the least developed and developing countries, a multitude of infants continue to suffer and die from vaccine-preventable diseases and malnutrition. Lamentably, the lack…
Learning a Fixed-Length Fingerprint Representation
Joshua J. Engelsma, Kai Cao, Anil K. Jain
We present DeepPrint, a deep network, which learns to extract fixed-length fingerprint representations of only 200 bytes. DeepPrint incorporates fingerprint domain knowledge, inclu…
Fingerprints: Fixed Length Representation via Deep Networks and Domain Knowledge
Joshua J. Engelsma, Kai Cao, Anil K. Jain
We learn a discriminative fixed length feature representation of fingerprints which stands in contrast to commonly used unordered, variable length sets of minutiae points. To arriv…
End-to-End Latent Fingerprint Search
Kai Cao, Dinh-Luan Nguyen, Cori Tymoszek +1
Latent fingerprints are one of the most important and widely used sources of evidence in law enforcement and forensic agencies. Yet the performance of the state-of-the-art latent r…
Latent Fingerprint Recognition: Role of Texture Template
Kai Cao, Anil K. Jain
We propose a texture template approach, consisting of a set of virtual minutiae, to improve the overall latent fingerprint recognition accuracy. To compensate for the lack of suffi…