research
∙
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...
share
research
∙
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...
research
∙
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 ...
research
∙
04/10/2023
Extension of Dictionary-Based Compression Algorithms for the Quantitative Visualization of Patterns from Log Files
Many services today massively and continuously produce log files of diff...
research
∙
11/14/2022
Unsupervised Face Recognition using Unlabeled Synthetic Data
Over the past years, the main research innovations in face recognition f...
research
∙
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...
research
∙
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...
research
∙
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...
research
∙
11/26/2021
QMagFace: Simple and Accurate Quality-Aware Face Recognition
Face recognition systems have to deal with large variabilities (such as ...
research
∙
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...
research
∙
10/21/2021
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
An essential factor to achieve high performance in face recognition syst...
research
∙
09/20/2021
ElasticFace: Elastic Margin Loss for Deep Face Recognition
Learning discriminative face features plays a major role in building hig...
research
∙
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...
research
∙
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 ...
research
∙
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...
research
∙
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...
research
∙
07/27/2021
MixFaceNets: Extremely Efficient Face Recognition Networks
In this paper, we present a set of extremely efficient and high throughp...
research
∙
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...
research
∙
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...
research
∙
03/02/2021
Masked Face Recognition: Human vs. Machine
The recent COVID-19 pandemic has increased the focus on hygienic and con...
research
∙
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...
research
∙
03/02/2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics
Face recognition (FR) systems have a growing effect on critical decision...
research
∙
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. ...
research
∙
12/05/2020
Understanding Interpretability by generalized distillation in Supervised Classification
The ability to interpret decisions taken by Machine Learning (ML) models...
research
∙
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...
research
∙
10/28/2020
Micro Stripes Analyses for Iris Presentation Attack Detection
Iris recognition systems are vulnerable to the presentation attacks, suc...
research
∙
10/20/2020
On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application
Augmented and virtual reality is being deployed in different fields of a...
research
∙
09/21/2020
Beyond Identity: What Information Is Stored in Biometric Face Templates?
Deeply-learned face representations enable the success of current face r...
research
∙
09/07/2020
A Visualization Interface to Improve the Transparency of Collected Personal Data on the Internet
Online services are used for all kinds of activities, like news, enterta...
research
∙
09/01/2020
Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition
Launched in 2013, LivDet-Iris is an international competition series ope...
research
∙
07/27/2020
The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study
Face recognition has become essential in our daily lives as a convenient...
research
∙
06/26/2020
AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation
Despite recent successes, the advances in Deep Learning have not yet bee...
research
∙
04/28/2020
Style-transfer GANs for bridging the domain gap in synthetic pose estimator training
Given the dependency of current CNN architectures on a large training se...
research
∙
04/02/2020
Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition
Face quality assessment aims at estimating the utility of a face image f...
research
∙
03/20/2020
SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness
Face image quality is an important factor to enable high performance fac...
research
∙
03/06/2020
Demographic Bias in Presentation Attack Detection of Iris Recognition Systems
With the widespread use of biometric systems, the demographic bias probl...
research
∙
02/21/2020
Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition
Current research on soft-biometrics showed that privacy-sensitive inform...
research
∙
02/10/2020
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization
Current face recognition systems achieved high progress on several bench...
research
∙
12/13/2019
Real-time texturing for 6D object instance detection from RGB Images
For objected detection, the availability of color cues strongly influenc...
research
∙
10/21/2019
Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures
Generating visible-like face images from thermal images is essential to ...
research
∙
07/09/2019
Efficient Pose Selection for Interactive Camera Calibration
The choice of poses for camera calibration with planar patterns is only ...
research
∙
11/25/2018
Background Subtraction with Real-time Semantic Segmentation
Accurate and fast foreground object extraction is very important for obj...
research
∙
09/13/2018
GANs for Medical Image Analysis
Generative Adversarial Networks (GANs) and their extensions have carved ...
research
∙
07/05/2018
Combining Background Subtraction Algorithms with Convolutional Neural Network
Accurate and fast extraction of foreground object is a key prerequisite ...
research
∙
06/25/2018
Exploring Adversarial Examples: Patterns of One-Pixel Attacks
Failure cases of black-box deep learning, e.g. adversarial examples, mig...
research
∙
06/19/2017
