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08/28/2023
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics
Recent face presentation attack detection (PAD) leverages domain adaptat...
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08/09/2023
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models
The availability of large-scale authentic face databases has been crucia...
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07/11/2023
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation
Deep generative models have recently presented impressive results in gen...
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06/05/2023
Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection
Morphing attacks keep threatening biometric systems, especially face rec...
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04/30/2023
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition
Many of the commonly used datasets for face recognition development are ...
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04/26/2023
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection
Face recognition (FR) systems continue to spread in our daily lives with...
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04/26/2023
Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation
Explainable Face Recognition is gaining growing attention as the use of ...
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04/07/2023
Multispectral Imaging for Differential Face Morphing Attack Detection: A Preliminary Study
Face morphing attack detection is emerging as an increasingly challengin...
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03/05/2023
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data
Recently, significant progress has been made in face presentation attack...
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02/03/2023
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders
Investigating new methods of creating face morphing attacks is essential...
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12/28/2022
Periocular Biometrics: A Modality for Unconstrained Scenarios
Periocular refers to the region of the face that surrounds the eye socke...
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11/14/2022
Unsupervised Face Recognition using Unlabeled Synthetic Data
Over the past years, the main research innovations in face recognition f...
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10/19/2022
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition
Face Recognition (FR) is increasingly used in critical verification deci...
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08/29/2022
Towards Explaining Demographic Bias through the Eyes of Face Recognition Models
Biases inherent in both data and algorithms make the fairness of widespr...
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08/16/2022
OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement
Morphing attacks are one of the many threats that are constantly affecti...
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08/11/2022
Face Morphing Attacks and Face Image Quality: The Effect of Morphing and the Unsupervised Attack Detection by Quality
Morphing attacks are a form of presentation attacks that gathered increa...
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08/11/2022
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection
The supervised-learning-based morphing attack detection (MAD) solutions ...
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08/04/2022
OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware Occlusions
This work summarizes the IJCB Occluded Face Recognition Competition 2022...
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06/21/2022
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization
Deep learning-based face recognition models follow the common trend in d...
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06/21/2022
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data
Recent deep face recognition models proposed in the literature utilized ...
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05/05/2022
Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR and Visible Domains Using Attention-based and Pixel-wise Supervised Learning
Iris Presentation Attack Detection (PAD) is essential to secure iris rec...
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03/23/2022
On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations
A MasterFace is a face image that can successfully match against a large...
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03/13/2022
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
The main question this work aims at answering is: can morphing attack de...
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12/13/2021
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
The quality of face images significantly influences the performance of u...
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12/10/2021
Mask-invariant Face Recognition through Template-level Knowledge Distillation
The emergence of the global COVID-19 pandemic poses new challenges for b...
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12/09/2021
Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition Models
It is challenging to derive explainability for unsupervised or statistic...
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11/26/2021
QMagFace: Simple and Accurate Quality-Aware Face Recognition
Face recognition systems have to deal with large variabilities (such as ...
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11/08/2021
Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection
Wearing a mask has proven to be one of the most effective ways to preven...
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10/28/2021
FocusFace: Multi-task Contrastive Learning for Masked Face Recognition
SARS-CoV-2 has presented direct and indirect challenges to the scientifi...
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10/21/2021
The Effect of Wearing a Face Mask on Face Image Quality
Due to the COVID-19 situation, face masks have become a main part of our...
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10/21/2021
A Deep Insight into Measuring Face Image Utility with General and Face-specific Image Quality Metrics
Quality scores provide a measure to evaluate the utility of biometric sa...
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10/21/2021
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
An essential factor to achieve high performance in face recognition syst...
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09/20/2021
ElasticFace: Elastic Margin Loss for Deep Face Recognition
Learning discriminative face features plays a major role in building hig...
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09/16/2021
Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection
With the increased deployment of face recognition systems in our daily l...
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08/24/2021
PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation
Deep neural networks have rapidly become the mainstream method for face ...
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08/23/2021
PW-MAD: Pixel-wise Supervision for Generalized Face Morphing Attack Detection
A face morphing attack image can be verified to multiple identities, mak...
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08/20/2021
ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation
Face morphing attacks aim at creating face images that are verifiable to...
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08/02/2021
My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition
The recent Covid-19 pandemic and the fact that wearing masks in public i...
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07/27/2021
MixFaceNets: Extremely Efficient Face Recognition Networks
In this paper, we present a set of extremely efficient and high throughp...
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06/28/2021
Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network
Iris presentation attack detection (PAD) plays a vital role in iris reco...
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06/10/2021
MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment based on Minutia Detection Confidence
An essential factor to achieve high accuracies in fingerprint recognitio...
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05/31/2021
Demographic Fairness in Biometric Systems: What do the Experts say?
Algorithmic decision systems have frequently been labelled as "biased", ...
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03/02/2021
Masked Face Recognition: Human vs. Machine
The recent COVID-19 pandemic has increased the focus on hygienic and con...
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03/02/2021
Unmasking Face Embeddings by Self-restrained Triplet Loss for Accurate Masked Face Recognition
Using the face as a biometric identity trait is motivated by the contact...
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03/02/2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics
Face recognition (FR) systems have a growing effect on critical decision...
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03/02/2021
Real Masks and Fake Faces: On the Masked Face Presentation Attack Detection
The ongoing COVID-19 pandemic has lead to massive public health issues. ...
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02/18/2021
Biometrics in the Era of COVID-19: Challenges and Opportunities
Since early 2020 the COVID-19 pandemic has had a considerable impact on ...
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12/02/2020
MAAD-Face: A Massively Annotated Attribute Dataset for Face Images
Soft-biometrics play an important role in face biometrics and related fi...
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10/28/2020
Micro Stripes Analyses for Iris Presentation Attack Detection
Iris recognition systems are vulnerable to the presentation attacks, suc...
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10/20/2020
