Merge-SfM: Merging Partial Reconstructions. - Meiling Fang; Thomas Pollok; Chengchao Qu (BMVC, 2019)

Compact Models for Periocular Verification Through Knowledge Distillation. - Fadi Boutros; Naser Damer; Meiling Fang; Kiran B. Raja; Florian Kirchbuchner; Arjan Kuijper (BIOSIG, 2020)

Demographic Bias in Presentation Attack Detection of Iris Recognition Systems. - Meiling Fang; Naser Damer; Florian Kirchbuchner; Arjan Kuijper (EUSIPCO, 2020)

Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection. - Meiling Fang; Naser Damer; Fadi Boutros; Florian Kirchbuchner; Arjan Kuijper (FUSION, 2020)

Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. - Priyanka Das 004; Joseph McGrath; Zhaoyuan Fang; Aidan Boyd; Ganghee Jang; Amir Mohammadi; Sandip Purnapatra; David Yambay; Sébastien Marcel; Mateusz Trokielewicz; Piotr Maciejewicz; Kevin W. Bowyer; et al. (IJCB, 2020)

Micro Stripes Analyses for Iris Presentation Attack Detection. - Meiling Fang; Naser Damer; Florian Kirchbuchner; Arjan Kuijper (IJCB, 2020)

Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection. - Meiling Fang; Fadi Boutros; Arjan Kuijper; Naser Damer (FG, 2021)

MixFaceNets: Extremely Efficient Face Recognition Networks. - Fadi Boutros; Naser Damer; Meiling Fang; Florian Kirchbuchner; Arjan Kuijper (IJCB, 2021)

Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network. - Meiling Fang; Naser Damer; Fadi Boutros; Florian Kirchbuchner; Arjan Kuijper (IJCB, 2021)

Face Liveness Detection Competition (LivDet-Face) - 2021. - Sandip Purnapatra; Nic Smalt; Keivan Bahmani; Priyanka Das 004; David Yambay; Amir Mohammadi; Anjith George; Thirimachos Bourlai; Sébastien Marcel; Stephanie Schuckers; Meiling Fang; Naser Damer; et al. (IJCB, 2021)

ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation. - Naser Damer; Kiran B. Raja; Marius Süßmilch; Sushma Venkatesh; Fadi Boutros; Meiling Fang; Florian Kirchbuchner; Raghavendra Ramachandra; Arjan Kuijper (ISVC (1), 2021)

PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack Detection. - Naser Damer; Noémie Spiller; Meiling Fang; Fadi Boutros; Florian Kirchbuchner; Arjan Kuijper (ISVC (1), 2021)

Real Masks and Fake Faces: On the Masked Face Presentation Attack Detection. - Meiling Fang; Naser Damer; Florian Kirchbuchner; Arjan Kuijper (CoRR, 2021)

Masked Face Recognition: Human vs. Machine. - Naser Damer; Fadi Boutros; Marius Süßmilch; Meiling Fang; Florian Kirchbuchner; Arjan Kuijper (CoRR, 2021)

Cross-database and cross-attack Iris presentation attack detection using micro stripes analyses. - Meiling Fang; Naser Damer; Fadi Boutros; Florian Kirchbuchner; Arjan Kuijper (Image Vis. Comput., 2021)

Low-resolution Iris Recognition via Knowledge Transfer. - Fadi Boutros; Olga Kähm; Meiling Fang; Florian Kirchbuchner; Naser Damer; Arjan Kuijper (BIOSIG, 2022)

Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors. - Naser Damer; César Augusto Fontanillo López; Meiling Fang; Noémie Spiller; Minh Vu Pham; Fadi Boutros (CVPR Workshops, 2022)

PatchSwap: Boosting the Generalizability of Face Presentation Attack Detection by Identity-aware Patch Swapping. - Meiling Fang; Hamza Ali; Arjan Kuijper; Naser Damer (IJCB, 2022)

Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection. - Meiling Fang; Fadi Boutros; Naser Damer (IJCB, 2022)

Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection. - Meiling Fang; Naser Damer; Florian Kirchbuchner; Arjan Kuijper (WACV, 2022)

Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR and Visible Domains Using Attention-based and Pixel-wise Supervised Learning. - Meiling Fang; Fadi Boutros; Naser Damer (CoRR, 2022)

The overlapping effect and fusion protocols of data augmentation techniques in iris PAD. - Meiling Fang; Naser Damer; Fadi Boutros; Florian Kirchbuchner; Arjan Kuijper (Mach. Vis. Appl., 2022)

Real masks and spoof faces: On the masked face presentation attack detection. - Meiling Fang; Naser Damer; Florian Kirchbuchner; Arjan Kuijper (Pattern Recognit., 2022)

Masked face recognition: Human versus machine. - Naser Damer; Fadi Boutros; Marius Süßmilch; Meiling Fang; Florian Kirchbuchner; Arjan Kuijper (IET Biom., 2022)

CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability. - Fadi Boutros; Meiling Fang; Marcel Klemt; Biying Fu; Naser Damer (CVPR, 2023)

SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data. - Meiling Fang; Marco Huber; Naser Damer (CVPR Workshops, 2023)

Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection. - Marco Huber; Meiling Fang; Fadi Boutros; Naser Damer (EUSIPCO, 2023)

Unsupervised Face Recognition using Unlabeled Synthetic Data. - Fadi Boutros; Marcel Klemt; Meiling Fang; Arjan Kuijper; Naser Damer (FG, 2023)

ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation. - Fadi Boutros; Marcel Klemt; Meiling Fang; Arjan Kuijper; Naser Damer (IJCB, 2023)

SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data. - Meiling Fang; Marco Huber; Julian Fiérrez; Raghavendra Ramachandra; Naser Damer; Alhasan Alkhaddour; Maksim Kasantcev; Vasiliy Pryadchenko; Ziyuan Yang 001; Huijie Huangfu; Yingyu Chen; Yi Zhang 018; et al. (IJCB, 2023)

COLFIPAD: A Presentation Attack Detection Benchmark for Contactless Fingerprint Recognition. - Jannis Priesnitz; Jascha Kolberg; Meiling Fang; Akhila Madhu; Christian Rathgeb; Naser Damer; Christoph Busch 001 (IJCB, 2023)

Liveness Detection Competition - Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint). - Sandip Purnapatra; Humaira Rezaie; Bhavin Jawade; Yu Liu 069; Yue Pan; Luke Brosell; Mst Rumana Sumi; Lambert Igene; Alden Dimarco; Srirangaraj Setlur; Soumyabrata Dey; Stephanie Schuckers; et al. (IJCB, 2023)

Depth-guided Robust Face Morphing Attack Detection. - Harsh Rachalwar; Meiling Fang; Naser Damer; Abhijit Das 001 (IJCB, 2023)

Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition. - Patrick Tinsley; Sandip Purnapatra; Mahsa Mitcheff; Aidan Boyd; Colton R. Crum; Kevin W. Bowyer; Patrick J. Flynn; Stephanie Schuckers; Adam Czajka; Meiling Fang; Naser Damer; Xingyu Liu; et al. (IJCB, 2023)

MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders. - Naser Damer; Meiling Fang; Patrick Siebke; Jan Niklas Kolf; Marco Huber; Fadi Boutros (IWBF, 2023)

Boosting the Generalizability and Fairness of Presentation Attack Detection. - Meiling Fang (2023)

Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics. - Meiling Fang; Naser Damer (WACV, 2024)

Fairness in face presentation attack detection. - Meiling Fang; Wufei Yang; Arjan Kuijper; Vitomir Struc; Naser Damer (Pattern Recognit., 2024)

Mobile Contactless Fingerprint Presentation Attack Detection: Generalizability and Explainability. - Jannis Priesnitz; Roberto Casula; Jascha Kolberg; Meiling Fang; Akhila Madhu; Christian Rathgeb; Gian Luca Marcialis; Naser Damer; Christoph Busch 001 (IEEE Trans. Biom. Behav. Identity Sci., 2024)