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Found 18 papers, 5 papers with code
Minutiae-Guided Fingerprint Embeddings via Vision Transformers
We further demonstrate that by guiding the ViT to focus in on local, minutiae related features, we can boost the recognition performance.
PrintsGAN: Synthetic Fingerprint Generator
The publicly available datasets that do exist contain very few identities and impressions per finger.
Biometrics: Trust, but Verify
Over the past two decades, biometric recognition has exploded into a plethora of different applications around the globe.
A Unified Model for Fingerprint Authentication and Presentation Attack Detection
Therefore, rather than performing the two tasks separately, we propose a joint model for spoof detection and matching to simultaneously perform both tasks without compromising the accuracy of either task.
C2CL: Contact to Contactless Fingerprint Matching
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 the contactless acquisition and the widespread availability of low cost mobile phones capable of capturing photos of fingerprints with sufficient resolution for verification purposes.
Infant-ID: Fingerprints for Global Good
In many of the least developed and developing countries, a multitude of infants continue to suffer and die from vaccine-preventable diseases and malnutrition.
White-Box Evaluation of Fingerprint Recognition Systems
While a few studies have conducted white-box evaluations of the fingerprint reader, feature extractor, and matching components, no existing study has provided a full system, white-box analysis of the uncertainty introduced at each stage of a fingerprint recognition system.
HERS: Homomorphically Encrypted Representation Search
We present a method to search for a probe (or query) image representation against a large gallery in the encrypted domain.
Fingerprint Synthesis: Search with 100 Million Prints
Evaluation of large-scale fingerprint search algorithms has been limited due to lack of publicly available datasets.
Learning a Fixed-Length Fingerprint Representation
DeepPrint incorporates fingerprint domain knowledge, including alignment and minutiae detection, into the deep network architecture to maximize the discriminative power of its representation.
White-Box Evaluation of Fingerprint Matchers: Robustness to Minutiae Perturbations
While a few studies have conducted stand-alone evaluations of the fingerprint reader and feature extraction modules of fingerprint recognition systems, little work has been devoted towards white-box evaluations of the fingerprint matching module.
Infant-Prints: Fingerprints for Reducing Infant Mortality
In developing countries around the world, a multitude of infants continue to suffer and die from vaccine-preventable diseases, and malnutrition.
Fingerprints: Fixed Length Representation via Deep Networks and Domain Knowledge
We learn a discriminative fixed length feature representation of fingerprints which stands in contrast to commonly used unordered, variable length sets of minutiae points.
Generalizing Fingerprint Spoof Detector: Learning a One-Class Classifier
Prevailing fingerprint recognition systems are vulnerable to spoof attacks.
Fingerprint Match in Box
We open source fingerprint Match in Box, a complete end-to-end fingerprint recognition system embedded within a 4 inch cube.
RaspiReader: Open Source Fingerprint Reader
Finally, fingerprint matching experiments between images acquired from the FTIR output of RaspiReader and images acquired from a COTS reader verify the interoperability of the RaspiReader with existing COTS optical readers.
RaspiReader: An Open Source Fingerprint Reader Facilitating Spoof Detection
Finally, fingerprint matching experiments between images acquired from the FTIR output of the RaspiReader and images acquired from a COTS fingerprint reader verify the interoperability of the RaspiReader with existing COTS optical readers.
Universal 3D Wearable Fingerprint Targets: Advancing Fingerprint Reader Evaluations
We present the design and manufacturing of high fidelity universal 3D fingerprint targets, which can be imaged on a variety of fingerprint sensing technologies, namely capacitive, contact-optical, and contactless-optical.
