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Boutros, Fadi

  1. CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
    2021/12/13 by Fadi Boutros, Meiling Fang, Boutros, Fadi +7 · 12 citations
    Computer Science · #Face recognition and analysis #Face and Expression Recognition #Biometric Identification and Security
  2. ElasticFace: Elastic Margin Loss for Deep Face Recognition
    2021/09/20 by Fadi Boutros, Naser Damer, Boutros, Fadi +5 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  3. IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models
    2023/08/09 by Fadi Boutros, Boutros, Fadi, Jonas Henry Grebe +5 · 8 citations
    Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  4. MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders
    2023/02/03 by Naser Damer, Meiling Fang, Damer, Naser +9 · 6 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Generative Adversarial Networks and Image Synthesis
  5. SDFR: Synthetic Data for Face Recognition Competition
    2024/04/06 by Hatef Otroshi Shahreza, Shahreza, Hatef Otroshi, Christophe Ecabert +52 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis
  6. SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data
    2022/06/21 by Boutros, Fadi, Huber, Marco, Siebke, Patrick +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Synthetic Data for Face Recognition: Current State and Future Prospects
    2023/05/01 by Fadi Boutros, Vitomir Štruc, Boutros, Fadi +5 · 5 citations
    Computer Science · #Face recognition and analysis #Biometric Identification and Security #Face and Expression Recognition
  8. Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data
    2024/04/16 by DeAndres-Tame, Ivan, Tolosana, Ruben, Melzi, Pietro +55 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes
    2024/04/18 by Kolf, Jan Niklas, Damer, Naser, Boutros, Fadi · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. FRoundation: Are Foundation Models Ready for Face Recognition?
    2024/10/31 by Chettaoui, Tahar, Damer, Naser, Boutros, Fadi · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Iris Liveness Detection Competition (LivDet-Iris) -- The 2020 Edition
    2020/09/01 by Das, Priyanka, McGrath, Joseph, Fang, Zhaoyuan +20 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data
    2022/08/15 by Marco Huber, Huber, Marco, Fadi Boutros +35 · 3 citations
    Computer Science · #Face recognition and analysis
  13. FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data
    2023/11/17 by Pietro Melzi, Melzi, Pietro, Rubén Tolosana +91 · 3 citations
    Computer Science · #Face recognition and analysis #Biometric Identification and Security
  14. Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
    2022/03/13 by Damer, Naser, López, César Augusto Fontanillo, Fang, Meiling +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection
    2025/01/06 by Ozgur, Guray, Caldeira, Eduarda, Chettaoui, Tahar +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application
    2020/10/20 by Boutros, Fadi, Damer, Naser, Raja, Kiran +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation
    2021/08/20 by Naser Damer, Kiran Raja, Damer, Naser +15 · 1 citation
    Computer Science · Arts and Humanities · #Face recognition and analysis #Biometric Identification and Security #Forensic Anthropology and Bioarchaeology Studies
  18. Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data
    2024/12/02 by Ivan DeAndres-Tame, Rubén Tolosana, DeAndres-Tame, Ivan +114 · 4 citations
    Computer Science · #Face recognition and analysis #Domain Adaptation and Few-Shot Learning
  19. Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition
    2023/04/30 by Kolf, Jan Niklas, Rieber, Tim, Elliesen, Jurek +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Unsupervised Face Recognition using Unlabeled Synthetic Data
    2022/11/14 by Fadi Boutros, Boutros, Fadi, Marcel Klemt +7 · 2 citations
    Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  21. Bias and Diversity in Synthetic-based Face Recognition
    2023/11/07 by Marco Huber, Huber, Marco, Anh Thi Luu +7 · 2 citations
    Computer Science · #Face recognition and analysis #Biometric Identification and Security #Face and Expression Recognition
  22. ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation
    2023/07/11 by Boutros, Fadi, Klemt, Marcel, Fang, Meiling +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. A Survey on Drowsiness Detection -- Modern Applications and Methods
    2024/08/23 by Fu, Biying, Boutros, Fadi, Lin, Chin-Teng +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  24. Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection
    2023/04/26 by Huber, Marco, Fang, Meiling, Boutros, Fadi +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Beyond Real Faces: Synthetic Datasets Can Achieve Reliable Recognition Performance without Privacy Compromise
    2025/10/20 by Borsukiewicz, Paweł, Boutros, Fadi, Olatunji, Iyiola E. +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition
    2024/07/01 by Boutros, Fadi, Štruc, Vitomir, Damer, Naser · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. ID-Booth: Identity-consistent Face Generation with Diffusion Models
    2025/04/10 by Tomašević, Darian, Boutros, Fadi, Lin, Chenhao +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. ViT-FIQA: Assessing Face Image Quality using Vision Transformers
    2025/08/19 by Atzori, Andrea, Boutros, Fadi, Damer, Naser · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. MADation: Face Morphing Attack Detection with Foundation Models
    2025/01/07 by Eduarda Caldeira, Caldeira, Eduarda, Guray Ozgur +12 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis
  30. PW-MAD: Pixel-wise Supervision for Generalized Face Morphing Attack Detection
    2021/08/23 by Damer, Naser, Spiller, Noemie, Fang, Meiling +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences