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Meiling Fang
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Books and Theses
- 2023
- [b1]Meiling Fang:
Boosting the Generalizability and Fairness of Presentation Attack Detection. Technical University of Darmstadt, Germany, 2023
Journal Articles
- 2024
- [j5]Meiling Fang
, Wufei Yang, Arjan Kuijper, Vitomir Struc, Naser Damer:
Fairness in face presentation attack detection. Pattern Recognit. 147: 110002 (2024) - 2022
- [j4]Naser Damer
, Fadi Boutros, Marius Süßmilch, Meiling Fang
, Florian Kirchbuchner, Arjan Kuijper
:
Masked face recognition: Human versus machine. IET Biom. 11(5): 512-528 (2022) - [j3]Meiling Fang
, Naser Damer, Fadi Boutros, Florian Kirchbuchner
, Arjan Kuijper:
The overlapping effect and fusion protocols of data augmentation techniques in iris PAD. Mach. Vis. Appl. 33(1): 8 (2022) - [j2]Meiling Fang, Naser Damer, Florian Kirchbuchner
, Arjan Kuijper:
Real masks and spoof faces: On the masked face presentation attack detection. Pattern Recognit. 123: 108398 (2022) - 2021
- [j1]Meiling Fang, Naser Damer, Fadi Boutros, Florian Kirchbuchner
, Arjan Kuijper:
Cross-database and cross-attack Iris presentation attack detection using micro stripes analyses. Image Vis. Comput. 105: 104057 (2021)
Conference and Workshop Papers
- 2024
- [c29]Meiling Fang, Naser Damer:
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics. WACV 2024: 6257-6267 - 2023
- [c28]Meiling Fang, Marco Huber, Naser Damer:
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data. CVPR Workshops 2023: 1061-1070 - [c27]Fadi Boutros, Meiling Fang, Marcel Klemt, Biying Fu, Naser Damer:
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability. CVPR 2023: 5836-5845 - [c26]Marco Huber, Meiling Fang, Fadi Boutros, Naser Damer:
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection. EUSIPCO 2023: 945-949 - [c25]Fadi Boutros, Marcel Klemt, Meiling Fang, Arjan Kuijper, Naser Damer:
Unsupervised Face Recognition using Unlabeled Synthetic Data. FG 2023: 1-8 - [c24]Fadi Boutros, Marcel Klemt, Meiling Fang, Arjan Kuijper, Naser Damer:
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation. IJCB 2023: 1-10 - [c23]Meiling Fang, Marco Huber, Julian Fiérrez, Raghavendra Ramachandra, Naser Damer, Alhasan Alkhaddour, Maksim Kasantcev, Vasiliy Pryadchenko, Ziyuan Yang, Huijie Huangfu, Yingyu Chen, Yi Zhang, Yuchen Pan, Junjun Jiang, Xianming Liu, Xianyun Sun, Caiyong Wang, Xingyu Liu, Zhaohua Chang, Guangzhe Zhao, Juan E. Tapia
, Lázaro J. González Soler, Carlos M. Aravena, Daniel Schulz:
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data. IJCB 2023: 1-11 - [c22]Jannis Priesnitz, Jascha Kolberg, Meiling Fang, Akhila Madhu, Christian Rathgeb, Naser Damer, Christoph Busch:
COLFIPAD: A Presentation Attack Detection Benchmark for Contactless Fingerprint Recognition. IJCB 2023: 1-10 - [c21]Sandip Purnapatra, Humaira Rezaie, Bhavin Jawade, Yu Liu, Yue Pan, Luke Brosell, Mst Rumana Sumi, Lambert Igene, Alden Dimarco, Srirangaraj Setlur
, Soumyabrata Dey, Stephanie Schuckers, Marco Huber, Jan Niklas Kolf, Meiling Fang, Naser Damer, Banafsheh Adami, Raul Chitic, Karsten Seelert, Vishesh Mistry, Rahul Parthe, Umit Kacar:
Liveness Detection Competition - Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint). IJCB 2023: 1-10 - [c20]Harsh Rachalwar, Meiling Fang, Naser Damer, Abhijit Das:
Depth-guided Robust Face Morphing Attack Detection. IJCB 2023: 1-9 - [c19]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, Caiyong Wang, Xianyun Sun, Zhaohua Chang, Xinyue Li, Guangzhe Zhao, Juan E. Tapia
, Christoph Busch, Carlos M. Aravena, Daniel Schulz:
Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition. IJCB 2023: 1-10 - [c18]Naser Damer, Meiling Fang, Patrick Siebke, Jan Niklas Kolf, Marco Huber, Fadi Boutros:
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders. IWBF 2023: 1-6 - 2022
- [c17]Fadi Boutros, Olga Kähm, Meiling Fang, Florian Kirchbuchner, Naser Damer, Arjan Kuijper:
Low-resolution Iris Recognition via Knowledge Transfer. BIOSIG 2022: 293-300 - [c16]Naser Damer, César Augusto Fontanillo López, Meiling Fang, Noémie Spiller, Minh Vu Pham, Fadi Boutros:
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors. CVPR Workshops 2022: 1605-1616 - [c15]Meiling Fang, Hamza Ali, Arjan Kuijper, Naser Damer:
PatchSwap: Boosting the Generalizability of Face Presentation Attack Detection by Identity-aware Patch Swapping. IJCB 2022: 1-10 - [c14]Meiling Fang, Fadi Boutros, Naser Damer:
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection. IJCB 2022: 1-11 - [c13]Meiling Fang, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection. WACV 2022: 1131-1140 - 2021
- [c12]Meiling Fang, Fadi Boutros, Arjan Kuijper, Naser Damer:
Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection. FG 2021: 1-8 - [c11]Fadi Boutros, Naser Damer, Meiling Fang, Florian Kirchbuchner
, Arjan Kuijper:
MixFaceNets: Extremely Efficient Face Recognition Networks. IJCB 2021: 1-8 - [c10]Meiling Fang, Naser Damer, Fadi Boutros, Florian Kirchbuchner
, Arjan Kuijper:
Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network. IJCB 2021: 1-8 - [c9]Sandip Purnapatra, Nic Smalt, Keivan Bahmani, Priyanka Das
, David Yambay, Amir Mohammadi, Anjith George, Thirimachos Bourlai
, Sébastien Marcel, Stephanie Schuckers
, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Alperen Kantarci
, Basar Demir, Zafer Yildiz
, Zabi Ghafoory, Hasan Dertli, Hazim Kemal Ekenel, Son Vu, Vassilis Christophides, Dashuang Liang, Guanghao Zhang, Zhanlong Hao, Junfu Liu, Yufeng Jin, Samo Liu, Samuel Huang, Salieri Kuei, Jag Mohan Singh, Raghavendra Ramachandra:
Face Liveness Detection Competition (LivDet-Face) - 2021. IJCB 2021: 1-10 - [c8]Naser Damer, Kiran B. Raja, Marius Süßmilch, Sushma Venkatesh, Fadi Boutros, Meiling Fang, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper:
ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation. ISVC (1) 2021: 251-264 - [c7]Naser Damer, Noémie Spiller, Meiling Fang, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack Detection. ISVC (1) 2021: 291-304 - 2020
- [c6]Fadi Boutros, Naser Damer, Meiling Fang, Kiran B. Raja, Florian Kirchbuchner, Arjan Kuijper:
Compact Models for Periocular Verification Through Knowledge Distillation. BIOSIG 2020: 291-298 - [c5]Meiling Fang, Naser Damer, Florian Kirchbuchner
, Arjan Kuijper:
Demographic Bias in Presentation Attack Detection of Iris Recognition Systems. EUSIPCO 2020: 835-839 - [c4]Meiling Fang, Naser Damer, Fadi Boutros, Florian Kirchbuchner
, Arjan Kuijper:
Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection. FUSION 2020: 1-8 - [c3]Priyanka Das
, Joseph McGrath, Zhaoyuan Fang, Aidan Boyd, Ganghee Jang, Amir Mohammadi, Sandip Purnapatra, David Yambay, Sébastien Marcel, Mateusz Trokielewicz, Piotr Maciejewicz, Kevin W. Bowyer, Adam Czajka, Stephanie Schuckers
, Juan E. Tapia
, Sebastian Gonzalez, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Renu Sharma, Cunjian Chen, Arun Ross:
Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. IJCB 2020: 1-9 - [c2]Meiling Fang, Naser Damer, Florian Kirchbuchner
, Arjan Kuijper:
Micro Stripes Analyses for Iris Presentation Attack Detection. IJCB 2020: 1-10 - 2019
- [c1]Meiling Fang, Thomas Pollok, Chengchao Qu:
Merge-SfM: Merging Partial Reconstructions. BMVC 2019: 29
Informal and Other Publications
- 2023
- [i25]Naser Damer, Meiling Fang, Patrick Siebke, Jan Niklas Kolf, Marco Huber, Fadi Boutros:
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders. CoRR abs/2302.01843 (2023) - [i24]Meiling Fang, Marco Huber, Naser Damer:
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data. CoRR abs/2303.02660 (2023) - [i23]Marco Huber, Meiling Fang, Fadi Boutros, Naser Damer:
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection. CoRR abs/2304.13419 (2023) - [i22]Fadi Boutros, Marcel Klemt, Meiling Fang, Arjan Kuijper, Naser Damer:
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation. CoRR abs/2307.05151 (2023) - [i21]Meiling Fang, Naser Damer:
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics. CoRR abs/2308.14551 (2023) - [i20]Sandip Purnapatra, Humaira Rezaie, Bhavin Jawade, Yu Liu, Yue Pan, Luke Brosell, Mst Rumana Sumi, Lambert Igene, Alden Dimarco, Srirangaraj Setlur, Soumyabrata Dey, Stephanie Schuckers, Marco Huber, Jan Niklas Kolf, Meiling Fang, Naser Damer, Banafsheh Adami, Raul Chitic, Karsten Seelert, Vishesh Mistry, Rahul Parthe, Umit Kacar:
Liveness Detection Competition - Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint). CoRR abs/2310.00659 (2023) - [i19]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, Caiyong Wang, Xianyun Sun, Zhaohua Chang, Xinyue Li, Guangzhe Zhao, Juan E. Tapia, Christoph Busch, Carlos M. Aravena, Daniel Schulz:
Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition. CoRR abs/2310.04541 (2023) - [i18]Meiling Fang, Marco Huber, Julian Fiérrez, Raghavendra Ramachandra, Naser Damer, Alhasan Alkhaddour, Maksim Kasantcev, Vasiliy Pryadchenko, Ziyuan Yang, Huijie Huangfu, Yingyu Chen, Yi Zhang, Yuchen Pan, Junjun Jiang, Xianming Liu, Xianyun Sun, Caiyong Wang, Xingyu Liu, Zhaohua Chang, Guangzhe Zhao, Juan E. Tapia, Lázaro J. González Soler, Carlos M. Aravena, Daniel Schulz:
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data. CoRR abs/2311.05336 (2023) - 2022
- [i17]Naser Damer, César Augusto Fontanillo López, Meiling Fang, Noémie Spiller, Minh Vu Pham, Fadi Boutros:
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors. CoRR abs/2203.06691 (2022) - [i16]Meiling Fang, Fadi Boutros, Naser Damer:
Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR and Visible Domains Using Attention-based and Pixel-wise Supervised Learning. CoRR abs/2205.02573 (2022) - [i15]Meiling Fang, Fadi Boutros, Naser Damer:
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection. CoRR abs/2208.05787 (2022) - [i14]Meiling Fang, Wufei Yang, Arjan Kuijper, Vitomir Struc, Naser Damer:
Fairness in Face Presentation Attack Detection. CoRR abs/2209.09035 (2022) - [i13]Fadi Boutros, Marcel Klemt, Meiling Fang, Arjan Kuijper, Naser Damer:
Unsupervised Face Recognition using Unlabeled Synthetic Data. CoRR abs/2211.07371 (2022) - 2021
- [i12]Meiling Fang, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
Real Masks and Fake Faces: On the Masked Face Presentation Attack Detection. CoRR abs/2103.01546 (2021) - [i11]Naser Damer, Fadi Boutros, Marius Süßmilch, Meiling Fang, Florian Kirchbuchner, Arjan Kuijper:
Masked Face Recognition: Human vs. Machine. CoRR abs/2103.01924 (2021) - [i10]Meiling Fang, Naser Damer, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network. CoRR abs/2106.14845 (2021) - [i9]Fadi Boutros, Naser Damer, Meiling Fang, Florian Kirchbuchner, Arjan Kuijper:
MixFaceNets: Extremely Efficient Face Recognition Networks. CoRR abs/2107.13046 (2021) - [i8]Naser Damer, Kiran B. Raja, Marius Süßmilch, Sushma Venkatesh, Fadi Boutros, Meiling Fang, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper:
ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation. CoRR abs/2108.09130 (2021) - [i7]Naser Damer, Noémie Spiller, Meiling Fang, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
PW-MAD: Pixel-wise Supervision for Generalized Face Morphing Attack Detection. CoRR abs/2108.10291 (2021) - [i6]Meiling Fang, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection. CoRR abs/2109.07950 (2021) - [i5]Meiling Fang, Fadi Boutros, Arjan Kuijper, Naser Damer:
Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection. CoRR abs/2111.04336 (2021) - [i4]Fadi Boutros, Meiling Fang, Marcel Klemt, Biying Fu, Naser Damer:
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability. CoRR abs/2112.06592 (2021) - 2020
- [i3]Meiling Fang, Naser Damer, Florian Kirchbuchner
, Arjan Kuijper:
Demographic Bias in Presentation Attack Detection of Iris Recognition Systems. CoRR abs/2003.03151 (2020) - [i2]Priyanka Das, Joseph McGrath, Zhaoyuan Fang, Aidan Boyd, Ganghee Jang, Amir Mohammadi, Sandip Purnapatra, David Yambay, Sébastien Marcel, Mateusz Trokielewicz, Piotr Maciejewicz, Kevin W. Bowyer, Adam Czajka, Stephanie Schuckers, Juan E. Tapia, Sebastian Gonzalez, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Renu Sharma, Cunjian Chen, Arun Ross:
Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. CoRR abs/2009.00749 (2020) - [i1]Meiling Fang, Naser Damer, Florian Kirchbuchner
, Arjan Kuijper:
Micro Stripes Analyses for Iris Presentation Attack Detection. CoRR abs/2010.14850 (2020)
Coauthor Index
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