Fadi Boutros

CoRR, January, 2025

MADation: Face Morphing Attack Detection with Foundation Models.

[BibT_eX]

[DOI]

CoRR, January, 2025

FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection.

[BibT_eX]

[DOI]

CoRR, January, 2025

2024

SFace2: Synthetic-Based Face Recognition With w-Space Identity-Driven Sampling.

[BibT_eX]

[DOI]

IEEE Trans. Biom. Behav. Identity Sci., July, 2024

Ubiquitous multi-occupant detection in smart environments.

[BibT_eX]

[DOI]

Neural Comput. Appl., February, 2024

FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems.

[BibT_eX]

[DOI]

Inf. Fusion, 2024

Generating bimodal privacy-preserving data for face recognition.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

MixQuantBio: Towards extreme face and periocular recognition model compression with mixed-precision quantization.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data.

[BibT_eX]

[DOI]

Hatef Otroshi-Shahreza

CoRR, 2024

FRoundation: Are Foundation Models Ready for Face Recognition?

[BibT_eX]

[DOI]

Tahar Chettaoui

CoRR, 2024

A Survey on Drowsiness Detection - Modern Applications and Methods.

[BibT_eX]

[DOI]

CoRR, 2024

FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Bias and Diversity in Synthetic-based Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on Biometrics and Forensics, 2024

SDFR: Synthetic Data for Face Recognition Competition.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition.

[BibT_eX]

[DOI]

Vitomir Struc

Proceedings of the Computer Vision - ECCV 2024, 2024

GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes.

[BibT_eX]

[DOI]

Jan Niklas Kolf

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data.

[BibT_eX]

[DOI]

Hatef Otroshi-Shahreza

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains.

[BibT_eX]

[DOI]

Image Vis. Comput., 2023

Synthetic data for face recognition: Current state and future prospects.

[BibT_eX]

[DOI]

Image Vis. Comput., 2023

On the Quality and Diversity of Synthetic Face Data and its Relation to the Generator Training Data.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

How Colorful Should Faces Be? Harmonizing Color and Model Quantization for Resource-restricted Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

EFaR 2023: Efficient Face Recognition Competition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Sclera Segmentation and Joint Recognition Benchmarking Competition: SSRBC 2023.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Unsupervised Face Recognition using Unlabeled Synthetic Data.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Masked face recognition: Human versus machine.

[BibT_eX]

[DOI]

IET Biom., September, 2022

Efficient and High Performing Biometrics: Towards Enabling Recognition in Embedded Domains

[BibT_eX]

[DOI]

PhD thesis, 2022

Template-Driven Knowledge Distillation for Compact and Accurate Periocular Biometrics Deep-Learning Models.

[BibT_eX]

[DOI]

Sensors, 2022

Self-restrained triplet loss for accurate masked face recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

The overlapping effect and fusion protocols of data augmentation techniques in iris PAD.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2022

Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR and Visible Domains Using Attention-based and Pixel-wise Supervised Learning.

[BibT_eX]

[DOI]

Meiling Fang

CoRR, 2022

Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2022

PocketNet: Extreme Lightweight Face Recognition Network Using Neural Architecture Search and Multistep Knowledge Distillation.

[BibT_eX]

[DOI]

IEEE Access, 2022

QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization.

[BibT_eX]

[DOI]

Pedro Beber de Queiroz Vidal

Proceedings of the 26th International Conference on Pattern Recognition, 2022

OCFR 2022: Competition on Occluded Face Recognition from Synthetically Generated Structure-Aware Occlusions.

[BibT_eX]

[DOI]

David Menotti

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Lightweight Periocular Recognition through Low-bit Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection.

[BibT_eX]

[DOI]

Meiling Fang

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors.

[BibT_eX]

[DOI]

César Augusto Fontanillo López

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

ElasticFace: Elastic Margin Loss for Deep Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Low-resolution Iris Recognition via Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference of the Biometrics Special Interest Group, 2022

2021

Cross-database and cross-attack Iris presentation attack detection using micro stripes analyses.

[BibT_eX]

[DOI]

Image Vis. Comput., 2021

Extended evaluation of the effect of real and simulated masks on face recognition performance.

[BibT_eX]

[DOI]

IET Biom., 2021

PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2021

Masked Face Recognition: Human vs. Machine.

[BibT_eX]

[DOI]

CoRR, 2021

Unmasking Face Embeddings by Self-restrained Triplet Loss for Accurate Masked Face Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation.

[BibT_eX]

[DOI]

Jalil Nourmohammadi-Khiarak

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization.

[BibT_eX]

[DOI]

Farhang Jaryani

Samaneh Salehi Nasab

Seyed Naeim Moafinejad

Yasin Amini

Morteza Noshad

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Face Liveness Detection Competition (LivDet-Face) - 2021.

[BibT_eX]

[DOI]

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network.

[BibT_eX]

[DOI]

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

MFR 2021: Masked Face Recognition Competition.

[BibT_eX]

[DOI]

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

MixFaceNets: Extremely Efficient Face Recognition Networks.

[BibT_eX]

[DOI]

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

FocusFace: Multi-task Contrastive Learning for Masked Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Mask-invariant Face Recognition through Template-level Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference of the Biometrics Special Interest Group, 2021

2020

Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation.

[BibT_eX]

[DOI]

Image Vis. Comput., 2020

On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application.

[BibT_eX]

[DOI]

CoRR, 2020

Periocular Biometrics in Head-Mounted Displays: A Sample Selection Approach for Better Recognition.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Biometrics and Forensics, 2020

SSBC 2020: Sclera Segmentation Benchmarking Competition in the Mobile Environment.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Applications.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Fusing Iris and Periocular Region for User Verification in Head Mounted Displays.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study.

[BibT_eX]

[DOI]

Proceedings of the BIOSIG 2020, 2020

Compact Models for Periocular Verification Through Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the BIOSIG 2020, 2020

2019

Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures.

[BibT_eX]

[DOI]

CoRR, 2019

Cross-Spectral Periocular Recognition by Cascaded Spectral Image Transformation.

[BibT_eX]

[DOI]

Christoph Busch

Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

D-ID-Net: Two-Stage Domain and Identity Learning for Identity-Preserving Image Generation From Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Eye-MMS: Miniature Multi-Scale Segmentation Network of Key Eye-Regions in Embedded Applications.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Cross-spectrum thermal to visible face recognition based on cascaded image synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Biometrics, 2019

Robust Face Authentication Based on Dynamic Quality-weighted Comparison of Visible and Thermal-to-visible images to Visible Enrollments.

[BibT_eX]

[DOI]

Proceedings of the 22th International Conference on Information Fusion, 2019

Exploring the Channels of Multiple Color Spaces for Age and Gender Estimation from Face Images.

[BibT_eX]

[DOI]

Proceedings of the 22th International Conference on Information Fusion, 2019

Realistic Dreams: Cascaded Enhancement of GAN-generated Images with an Example in Face Morphing Attacks.

[BibT_eX]

[DOI]

Alexandra Mosegui Saladie