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06/01/2023
Accelerated Fingerprint Enhancement: A GPU-Optimized Mixed Architecture Approach
This document presents a preliminary approach to latent fingerprint enha...
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05/31/2023
A Universal Latent Fingerprint Enhancer Using Transformers
Forensic science heavily relies on analyzing latent fingerprints, which ...
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05/12/2023
ViT Unified: Joint Fingerprint Recognition and Presentation Attack Detection
A secure fingerprint recognition system must contain both a presentation...
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05/09/2023
Child Palm-ID: Contactless Palmprint Recognition for Children
Effective distribution of nutritional and healthcare aid for children, p...
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04/26/2023
Latent Fingerprint Recognition: Fusion of Local and Global Embeddings
One of the most challenging problems in fingerprint recognition continue...
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12/14/2022
Child PalmID: Contactless Palmprint Recognition
Developing and least developed countries face the dire challenge of ensu...
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11/25/2022
AFR-Net: Attention-Driven Fingerprint Recognition Network
The use of vision transformers (ViT) in computer vision is increasing du...
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10/25/2022
Minutiae-Guided Fingerprint Embeddings via Vision Transformers
Minutiae matching has long dominated the field of fingerprint recognitio...
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09/02/2022
Learning an Ensemble of Deep Fingerprint Representations
Deep neural networks (DNNs) have shown incredible promise in learning fi...
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08/29/2022
Synthetic Latent Fingerprint Generator
Given a full fingerprint image (rolled or slap), we present CycleGAN mod...
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05/19/2022
On Demographic Bias in Fingerprint Recognition
Fingerprint recognition systems have been deployed globally in numerous ...
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05/08/2022
Fingerprint Template Invertibility: Minutiae vs. Deep Templates
Much of the success of fingerprint recognition is attributed to minutiae...
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04/13/2022
SpoofGAN: Synthetic Fingerprint Spoof Images
A major limitation to advances in fingerprint spoof detection is the lac...
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04/03/2022
AdaFace: Quality Adaptive Margin for Face Recognition
Recognition in low quality face datasets is challenging because facial a...
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01/13/2022
RealGait: Gait Recognition for Person Re-Identification
Human gait is considered a unique biometric identifier which can be acqu...
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01/10/2022
PrintsGAN: Synthetic Fingerprint Generator
A major impediment to researchers working in the area of fingerprint rec...
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07/12/2021
Trustworthy AI: A Computational Perspective
In the past few decades, artificial intelligence (AI) technology has exp...
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05/14/2021
Biometrics: Trust, but Verify
Over the past two decades, biometric recognition has exploded into a ple...
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04/07/2021
FedFace: Collaborative Learning of Face Recognition Model
DNN-based face recognition models require large centrally aggregated fac...
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04/06/2021
C2CL: Contact to Contactless Fingerprint Matching
Matching contactless fingerprints or finger photos to contact-based fing...
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04/05/2021
Unified Detection of Digital and Physical Face Attacks
State-of-the-art defense mechanisms against face attacks achieve near pe...
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11/28/2020
FaceGuard: A Self-Supervised Defense Against Adversarial Face Images
Prevailing defense mechanisms against adversarial face images tend to ov...
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11/26/2020
Lifting 2D StyleGAN for 3D-Aware Face Generation
We propose a framework, called LiftedGAN, that disentangles and lifts a ...
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10/07/2020
Infant-ID: Fingerprints for Global Good
In many of the least developed and developing countries, a multitude of ...
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08/01/2020
White-Box Evaluation of Fingerprint Recognition Systems
Typical evaluations of fingerprint recognition systems consist of end-to...
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06/13/2020
Mitigating Face Recognition Bias via Group Adaptive Classifier
Face recognition is known to exhibit bias - subjects in certain demograp...
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06/04/2020
Look Locally Infer Globally: A Generalizable Face Anti-Spoofing Approach
State-of-the-art spoof detection methods tend to overfit to the spoof ty...
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04/08/2020
DashCam Pay: A System for In-vehicle Payments Using Face and Voice
We present an open loop system, called DashCam Pay, that enables in-vehi...
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04/06/2020
Fingerprint Presentation Attack Detection: A Sensor and Material Agnostic Approach
The vulnerability of automated fingerprint recognition systems to presen...
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03/27/2020
HERS: Homomorphically Encrypted Representation Search
We present a method to search for a probe (or query) image representatio...
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03/17/2020
Child Face Age-Progression via Deep Feature Aging
Given a gallery of face images of missing children, state-of-the-art fac...
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03/17/2020
Generalizing Face Representation with Unlabeled Data
In recent years, significant progress has been made in face recognition ...
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02/26/2020
Towards Universal Representation Learning for Deep Face Recognition
Recognizing wild faces is extremely hard as they appear with all kinds o...
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12/17/2019
Fingerprint Spoof Detection: Temporal Analysis of Image Sequence
We utilize the dynamics involved in the imaging of a fingerprint on a to...
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12/16/2019
Fingerprint Synthesis: Search with 100 Million Prints
Evaluation of large-scale fingerprint search algorithms has been limited...
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12/08/2019
Universal Material Translator: Towards Spoof Fingerprint Generalization
Spoof detectors are classifiers that are trained to distinguish spoof fi...
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12/05/2019
Fingerprint Spoof Generalization
We present a style-transfer based wrapper, called Universal Material Gen...
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11/19/2019
DebFace: De-biasing Face Recognition
We address the problem of bias in automated face recognition algorithms,...
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11/18/2019
Aging Deep Face Features: Finding Missing Children
Given a gallery of face images of missing children, state-of-the-art fac...
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11/18/2019
Finding Missing Children: Aging Deep Face Features
Given a gallery of face images of missing children, state-of-the-art fac...
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09/21/2019
Learning a Fixed-Length Fingerprint Representation
We present DeepPrint, a deep network, which learns to extract fixed-leng...
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09/02/2019
White-Box Evaluation of Fingerprint Matchers
Prevailing evaluations of fingerprint recognition systems have been perf...
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08/14/2019
AdvFaces: Adversarial Face Synthesis
Face recognition systems have been shown to be vulnerable to adversarial...
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07/31/2019
OCT Fingerprints: Resilience to Presentation Attacks
Optical coherent tomography (OCT) fingerprint technology provides rich d...
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05/27/2019
End-to-End Pore Extraction and Matching in Latent Fingerprints: Going Beyond Minutiae
Latent fingerprint recognition is not a new topic but it has attracted a...
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04/26/2019
Recurrent Embedding Aggregation Network for Video Face Recognition
Recurrent networks have been successful in analyzing temporal data and h...
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04/21/2019
Probabilistic Face Embeddings
Embedding methods have achieved success in face recognition by comparing...
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04/01/2019
Fingerprints: Fixed Length Representation via Deep Networks and Domain Knowledge
We learn a discriminative fixed length feature representation of fingerp...
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04/01/2019
Infant-Prints: Fingerprints for Reducing Infant Mortality
In developing countries around the world, a multitude of infants continu...
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02/19/2019