Find here the list of our published scientific papers that resulted in full or in part from the iMARS research. This page will be updated with new publications in the following months and years of the project.
If you need to contact us or the authors about the publications or for more information, go to Contact.
2021
A Double Siamese Framework for Differential Morphing Attack Detection Published in MDPI DOI: 10.3390/s21103466 Guido Borghi, Emanuele Pancisi, Matteo Ferrara, Davide Maltoni
Automated Artifact Retouching in Morphed Images with Attention Maps Published in IEEE Access DOI: 10.1109/ACCESS.2021.3117718 Guido Borghi, Annalisa Franco, Gabriele Graffieti, Davide Maltoni
Morphing Attack Detection: A Fusion Approach Published in IEEE 24th International Conference on Information Fusion (FUSION) DOI: 10.23919/FUSION49465.2021.9627012 Siri Lorenz, Ulrich Scherhag, Christian Rathgeb, Christoph Busch
Single Morphing Attack Detection using Feature Selection and Visualisation based on Mutual Information Published in IEEE Access DOI: 10.1109/ACCESS.2021.3136485 Juan E. Tapia, Christoph Busch
2022
Evaluating Face Image Quality Score Fusion for Modern Deep Learning Models Published in IEEE 2022 International Conference of the Biometrics Special Interest Group (BIOSIG) DOI: 10.1109/BIOSIG55365.2022.9897032 Torsten Schlett, Christian Rathgeb, Juan E. Tapia, Christoph Busch
Face Image Quality Assessment in Electronic ID Documents Published in IEEE Access DOI: 10.1109/ACCESS.2022.3191463 Annalisa Franco, Antonio Magnani, Davide Maltoni, Dario Maio, Leonardo Odorisio, Andrea De Maria
Face Image Quality Assessment: A Literature Survey Published in Association for Computing Machinery (ACM) DOI: 10.48550/arXiv.2009.01103 Torsten Schlett, Christian Rathgeb, Olaf Henniger, Javier Galbally, Julian Fierrez, Christoph Busch
Identity Documents Image Quality Assessment Published in IEEE 2022 30th European Signal Processing Conference (EUSIPCO) DOI: 10.23919/EUSIPCO55093.2022.9909773 Daniel Schulz, Jose Maureira, Juan E. Tapia, Christoph Busch
Incremental Training of Face Morphing Detectors Published in IEEE 2022 26th International Conference on Pattern Recognition (ICPR) DOI: 10.1109/ICPR56361.2022.9956395 Guido Borghi, Gabriele Graffieti, Annalisa Franco, Davide Maltoni
Analyzing Human Observer Ability in Morphing Attack Detection -Where Do We Stand? Published in IEEE Transactions on Technology and Society DOI: 10.1109/TTS.2022.3231450 Sankini Rancha Godage, Frøy Løvåsdal, Sushma Venkatesh, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Morphing Attack Potential Published in IEEE 2022 International Workshop on Biometrics and Forensics (IWBF) DOI: 10.1109/IWBF55382.2022.9794509 Matteo Ferrara, Annalisa Franco, Davide Maltoni, Christoph Busch
Multimodality for Reliable Single Image based Face Morphing Attack Detection Published in IEEE Access DOI: 10.1109/ACCESS.2022.3196773 Raghavendra Ramachandra, Guoqiang Li
Promises, Social, and Ethical Challenges with Biometrics in Remote Identity Onboarding Published in Springer, Cham DOI: 10.1007/978-3-030-87664-7_20 Katrin Laas-Mikko, Tarmo Kalvet, Robert Derevski, Marek Tiits
Residual Colour Scale-Space Gradients for Reference-based Face Morphing Attack Detection Published in IEEE 2022 25th International Conference on Information Fusion (FUSION) DOI: 10.23919/FUSION49751.2022.9841318 Guoqiang Li, Raghavendra Ramachandra
Selfie Periocular Verification using an Efficient Super-Resolution Approach Published in IEEE Access DOI: 10.1109/ACCESS.2022.3184301 Juan E. Tapia, Andres Valenzuela, Rodrigo Lara, Marta Gomez-Barrero, and Christoph Busch
Single Morphing Attack Detection using Siamese Network and Few-shot Learning Published in arXiv DOI: 10.48550/arXiv.2206.10969 Juan Tapia, Daniel Schulz, Christoph Busch
Towards Generalized Morphing Attack Detection by Learning Residuals Published in Elsevier, Image and Vision Computing DOI: 10.1016/j.imavis.2022.104535 Kiran Raja, Gourav Gupta, Sushma Venkatesh, Raghavendra Ramachandra, Christoph Busch
Towards Refining ID Cards Presentation Attack Detection Systems using Face Quality Index Published in IEEE 2022 30th European Signal Processing Conference (EUSIPCO) DOI: 10.23919/EUSIPCO55093.2022.9909529 Sebastián González, Juan E. Tapia
2023
A Principal Component Analysis-Based Approach for Single Morphing Attack Detection Published in IEEE 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) DOI: 10.1109/WACVW58289.2023.00075 Laurine Dargaud, Mathias Ibsen, Juan Tapia, Christoph Busch