2024

Fang, Meiling ; Damer, Naser (2024)
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics.
Winter Conference on Applications of Computer Vision 2024. Waikoloa, USA (04.01.-08.01.2024)
doi: 10.1109/WACV57701.2024.00615
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Yang, Wufei ; Kuijper, Arjan ; S̆truc, Vitomir ; Damer, Naser (2024)
Fairness in face presentation attack detection.
In: Pattern Recognition
doi: 10.1016/j.patcog.2023.110002
Artikel, Bibliographie

Priesnitz, Jannis ; Casula, Roberto ; Kolberg, Jascha ; Fang, Meiling ; Madhu, Akhila ; Rathgeb, Christian ; Marcialis, Gian Luca ; Damer, Naser ; Busch, Christoph (2024)
Mobile Contactless Fingerprint Presentation Attack Detection: Generalizability and Explainability.
In: IEEE Transactions on Biometrics, Behavior, and Identity Science
doi: 10.1109/TBIOM.2024.3403770
Artikel, Bibliographie

2023

Rachalwar, Harsh ; Fang, Meiling ; Damer, Naser ; Das, Abhijit (2023)
Depth-guided Robust Face Morphing Attack Detection.
International Joint Conference on Biometrics 2023. Ljubljana, Slovenia (25.-28.9.2023)
doi: 10.1109/IJCB57857.2023.10449186
Konferenzveröffentlichung, Bibliographie

Boutros, Fadi ; Klemt, Marcel ; Fang, Meiling ; Kuijper, Arjan ; Damer, Naser (2023)
ExFaceGAN: Exploring Identity Directions in GAN’s Learned Latent Space for Synthetic Identity Generation.
International Joint Conference on Biometrics 2023. Ljubljana, Slovenia (25.-28.9.2023)
doi: 10.1109/IJCB57857.2023.10449036
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Huber, Marco ; Fierrez, Julian ; Ramachandra, Raghavendra ; Damer, Naser ; Alkhaddour, Alhasan ; Kasantcev, Maksim ; Pryadchenko, Vasiliy ; Yang, Ziyuan ; Huangfu, Huijie ; Chen, Yingyu ; Zhang, Yi ; Pan, Yuchen ; Jiang, Junjun ; Liu, Xianming ; Sun, Xianyun ; Wang, Caiyong ; Liu, Xingyu ; Chang, Zhaohua ; Zhao, Guangzhe ; Tapia, Juan ; Gonzalez-Soler, Lazaro ; Aravena, Carlos ; Schulz, Daniel (2023)
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data.
International Joint Conference on Biometrics 2023. Ljubljana, Slovenia (25.-28.9.2023)
doi: 10.1109/IJCB57857.2023.10449130
Konferenzveröffentlichung, Bibliographie

Boutros, Fadi ; Fang, Meiling ; Klemt, Marcel ; Fu, Biying ; Damer, Naser (2023)
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023). Vancouver, Canada (18.06.2023-22.06.2023)
doi: 10.1109/CVPR52729.2023.00565
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Huber, Marco ; Damer, Naser (2023)
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2023). Vancouver, Canada (18.06.2023-22.06.2023)
doi: 10.1109/CVPRW59228.2023.00113
Konferenzveröffentlichung, Bibliographie

Damer, Naser ; Fang, Meiling ; Siebke, Patrick ; Kolf, Jan Niklas ; Huber, Marco ; Boutros, Fadi (2023)
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders.
11th International Workshop on Biometrics and Forensics. Barcelona, Spain (19.04.2023-20.04.2023)
doi: 10.1109/IWBF57495.2023.10157869
Konferenzveröffentlichung, Bibliographie

Boutros, Fadi ; Klemt, Marcel ; Fang, Meiling ; Kuijper, Arjan ; Damer, Naser (2023)
Unsupervised Face Recognition using Unlabeled Synthetic Data.
17th International Conference on Automatic Face and Gesture Recognition. Waikoloa Beach, USA (05.01.2023-08.01.2023)
doi: 10.1109/FG57933.2023.10042627
Konferenzveröffentlichung, Bibliographie

Fang, Meiling (2023)
Boosting the Generalizability and Fairness of Presentation Attack Detection.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00023814
Dissertation, Erstveröffentlichung, Verlagsversion

2022

Boutros, Fadi ; Kaehm, Olga ; Fang, Meiling ; Kirchbuchner, Florian ; Damer, Naser ; Kuijper, Arjan (2022)
Low-resolution Iris Recognition via Knowledge Transfer.
21st International Conference of the Biometrics Special Interest Group (BIOSIG). Darmstadt, Germany (14.09.2022-16.09.2022)
doi: 10.1109/BIOSIG55365.2022.9896959
Konferenzveröffentlichung, Bibliographie

Damer, Naser ; López, César Augusto Fontanillo ; Fang, Meiling ; Spiller, Noémie ; Pham, Minh Vu ; Boutros, Fadi (2022)
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022). New Orleans, USA (19.06.2022-24.06.2022)
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2022)
Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection.
IEEE/CVF Winter Conference on Applications of Computer Vision. virtual Conference (04.01.2022-08.01.2022)
doi: 10.1109/WACV51458.2022.00120
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2022)
The overlapping effect and fusion protocols of data augmentation techniques in iris PAD.
In: Machine Vision and Applications, 33 (1)
doi: 10.1007/s00138-021-01256-9
Artikel, Bibliographie

Fang, Meiling ; Ali, Hamza ; Kuijper, Arjan ; Damer, Naser (2022)
PatchSwap: Boosting the Generalizability of Face Presentation Attack Detection by Identity-aware Patch Swapping.
International Joint Conference on Biometrics (IJCB). Abu Dhabi, UAE (10.10.2022-13.10.2022)
doi: 10.1109/IJCB54206.2022.10007946
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Boutros, Fadi ; Damer, Naser (2022)
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection.
International Joint Conference on Biometrics (IJCB). Abu Dhabi, UAE (10.10.2022-13.10.2022)
doi: 10.1109/IJCB54206.2022.10008003
Konferenzveröffentlichung, Bibliographie

2021

Purnapatra, Sandip ; Smalt, Nic ; Bahmani, Keivan ; Das, Priyanka ; Yambay, David ; Mohammadi, Amir ; George, Anjith ; Bourlai, Thirimachos ; Marcel, Sebastien ; Schuckers, Stephanie ; Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kuijper, Arjan ; Kantarci, Alperen ; Demir, Basar ; Yildiz, Zafer ; Ghafoory, Zabi ; Dertli, Hasan ; Ekenel, Hazim Kemal ; Vu, Son ; Christophides, Vassilis ; Dashuang, Liang ; Guanghao, Zhang ; Zhanlong, Hao ; Junfu, Liu ; Yufeng, Jin ; Liu, Samo ; Huang, Samuel ; Kuei, Salieri ; Singh, Jag Mohan ; Ramachandra, Raghavendra (2021)
Face Liveness Detection Competition (LivDet-Face) - 2021.
2021 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (04.08.2021-07.08.2021)
doi: 10.1109/IJCB52358.2021.9484359
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network.
2021 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (04.08.2021-07.08.2021)
doi: 10.1109/IJCB52358.2021.9484343
Konferenzveröffentlichung, Bibliographie

Boutros, Fadi ; Damer, Naser ; Fang, Meiling ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
MixFaceNets: Extremely Efficient Face Recognition Networks.
2021 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (04.08.2021-07.08.2021)
doi: 10.1109/IJCB52358.2021.9484374
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
Demographic Bias in Presentation Attack Detection of Iris Recognition Systems.
28th European Signal Processing Conference. virtual Conference (18.01.2021-21.01.2021)
doi: 10.23919/Eusipco47968.2020.9287321
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
Cross-database and cross-attack Iris presentation attack detection using micro stripes analyses.
In: Image and Vision Computing, 105
doi: 10.1016/j.imavis.2020.104057
Artikel, Bibliographie

Damer, Naser ; Spiller, Noémie ; Fang, Meiling ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack Detection.
16th International Symposium on Visual Computing. virtual Conference (04.10.2021-06.10.2021)
doi: 10.1007/978-3-030-90439-5_23
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Boutros, Fadi ; Kuijper, Arjan ; Damer, Naser (2021)
Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection.
16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021). virtual Conference (15.12.2021-18.12.2021)
doi: 10.1109/FG52635.2021.9667051
Konferenzveröffentlichung, Bibliographie

Damer, Naser ; Raja, Kiran ; Süßmilch, Marius ; Venkatesh, Sushma ; Boutros, Fadi ; Fang, Meiling ; Kirchbuchner, Florian ; Ramachandra, Raghavendra ; Kuijper, Arjan (2021)
ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation.
16th International Symposium on Visual Computing. virtual Conference (04.10.2021-06.10.2021)
doi: 10.1007/978-3-030-90439-5_20
Konferenzveröffentlichung, Bibliographie

2020

Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection.
23rd International Conference on Information Fusion (FUSION 2020). virtual Conference (06.07.2020-09.07.2020)
doi: 10.23919/FUSION45008.2020.9190424
Konferenzveröffentlichung, Bibliographie

Boutros, Fadi ; Damer, Naser ; Fang, Meiling ; Raja, Kiran ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
Compact Models for Periocular Verification Through Knowledge Distillation.
19th International Conference of the Biometrics Special Interest Group (BIOSIG 2020). virtual Conference (16.09.2020-18.09.2020)
Konferenzveröffentlichung, Bibliographie

Das, Priyanka ; Mcfiratht, Joseph ; Fang, Zhaoyuan ; Boyd, Aidan ; Jang, Ganghee ; Mohammadi, Amir ; Purnapatra, Sandip ; Yambay, David ; Marcel, Sebastien ; Trokielewicz, Mateusz ; Maciejewicz, Piotr ; Bowyer, Kevin ; Czajka, Adam ; Schuckers, Stephanie ; Tapia, Juan ; Gonzalez, Sebastian ; Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kuijper, Arian ; Sharma, Renu ; Chen, Cunjian ; Ross, Arun (2020)
Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition.
2020 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (28.09.2020-01.10.2020)
doi: 10.1109/IJCB48548.2020.9304941
Konferenzveröffentlichung, Bibliographie

Fang, Meiling ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
Micro Stripes Analyses for Iris Presentation Attack Detection.
2020 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (28.09.2020-01.10.2020)
doi: 10.1109/IJCB48548.2020.9304886
Konferenzveröffentlichung, Bibliographie