image Manipulation Attack Resolving Solutions

V-MAD: Video-based Morphing Attack Detection in Operational Scenarios

Author(s): Guido Borghi, Annalisa Franco, Nicolò di Domenico, Matteo Ferrara, Davide Maltoni
Published in: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Page(s) 1-10
Publisher: IEEE
DOI: 10.1109/ijcb62174.2024.10744469

ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset

Author(s): Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Published in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024, Page(s) 1-10
Publisher: IEEE
DOI: 10.1109/fg59268.2024.10581986

Flickr-PAD: New Face High-Resolution Presentation Attack Detection Database

Author(s): Diego Pasmino, Carlos Aravena, Juan E. Tapia, Christoph Busch
Published in: 2023 11th International Workshop on Biometrics and Forensics (IWBF), 2024, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/iwbf57495.2023.10157771

Supporting Human Examiners in Facial Image Manipulation Detection

Author(s): Maichol Dadi, Annalisa Franco, Davide Maltoni
Published in: roceedings International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE24), 2024
Publisher: Unknown

Identity Documents Image Quality Assessment

Author(s): Daniel Schulz, Jose Maureira, Juan Tapia, Christoph Busch
Published in: 2022 30th European Signal Processing Conference (EUSIPCO), 2022, ISBN 978-1-6654-6799-5
Publisher: IEEE
DOI: 10.23919/eusipco55093.2022.9909773

LADIMO: Face Morph Generation through Biometric Template Inversion with Latent Diffusion

Author(s): Marcel Grimmer, Christoph Busch
Published in: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Page(s) 1-7
Publisher: IEEE
DOI: 10.1109/ijcb62174.2024.10744444

Double Trouble? Impact and Detection of Duplicates in Face Image Datasets

Author(s): Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Published in: Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024, Page(s) 801-808
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0012422500003654

Face Restoration for Morphed Images Retouching

Author(s): Nicoló Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Published in: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/iwbf62628.2024.10593948

On the Impact of Face Image Quality on Morphing Attack Detection

Author(s): Annalisa Franco, Matteo Ferrara, Chengcheng Liu, Christoph Busch, Davide Maltoni
Published in: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Page(s) 1-9
Publisher: IEEE
DOI: 10.1109/ijcb62174.2024.10744506

Morphing Attack Potential

Author(s): Matteo Ferrara; Annalisa Franco; Davide Maltoni; Christoph Busch
Published in: 2022 International Workshop on Biometrics and Forensics (IWBF), 2022
Publisher: IEEE
DOI: 10.1109/iwbf55382.2022.9794509

Towards Federated Learning for Morphing Attack Detection

Author(s): Marta Robledo-Moreno, Guido Borghi, Nicolò Di Domenico, Annalisa Franco, Kiran Raja, Davide Maltoni
Published in: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Page(s) 1-10
Publisher: IEEE
DOI: 10.1109/ijcb62174.2024.10744518

One picture is worth a thousand words: a new wallet recovery process

Author(s): Herve Chabanne, Vincent Despiegel, Linda Guiga
Published in: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 2023
Publisher: IEEE
DOI: 10.1109/globecom48099.2022.10001064

Residual Colour Scale-Space Gradients for Reference-based Face Morphing Attack Detection

Author(s): Guoqiang Li, Raghavendra Ramachandra
Published in: 2022 25th International Conference on Information Fusion (FUSION), 2022, ISBN 978-1-6654-8941-6
Publisher: IEEE
DOI: 10.23919/fusion49751.2022.9841318

Towards Generalized Morphing Attack Detection by Learning Residuals

Author(s): Kiran Raja, Gourav Gupta, Sushma Venkatesh, Raghavendra Ramachandra, Christoph Busch
Published in: Image and Vision Computing, 2022
Publisher: elsevier
DOI: 10.1016/j.imavis.2022.104535

Simulating Print/Scan Textures for Morphing Attack Detection

Author(s): Juan Tapia, Christoph Busch, Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja
Published in: 2023 31st European Signal Processing Conference (EUSIPCO), 2023, Page(s) 610-614
Publisher: IEEE
DOI: 10.23919/eusipco58844.2023.10289743

Evaluating Face Image Quality Score Fusion for Modern Deep Learning Models

Author(s): Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Published in: 2022 International Conference of the Biometrics Special Interest Group (BIOSIG), 2022
Publisher: IEEE
DOI: 10.1109/biosig55365.2022.9897032

Explainable Visualization for Morphing Attack Detection

Author(s): H. Myhrvold, H. Zhang, J. Tapia, R. Raghavendra, C. Busch
Published in: No. 3 (2022): NISK Norsk informasjonssikkerhetskonferanse, 2022
Publisher: NIK

Face Feature Visualisation of Single Morphing Attack Detection

Author(s): Juan E. Tapia, Christoph Busch
Published in: 2023 11th International Workshop on Biometrics and Forensics (IWBF), 2023, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/iwbf57495.2023.10157534

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer

Author(s): Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja, Christoph Busch
Published in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024, Page(s) 1510-1518
Publisher: IEEE
DOI: 10.1109/cvprw63382.2024.00158

Morphing Attack Detection: A Fusion Approach

Author(s): Siri Lorenz, Ulrich Scherhag, Christian Rathgeb, Christoph Busch
Published in: 2021 IEEE 24th International Conference on Information Fusion (FUSION), 2022, Page(s) 1-7
Publisher: IEEE
DOI: 10.23919/fusion49465.2021.9627012

Robust Sclera Segmentation for Skin-Tone Agnostic Face Image Quality Assessment

Author(s): Wassim Kabbani, Christoph Busch, Kiran Raja
Published in: 2023 International Conference of the Biometrics Special Interest Group (BIOSIG), 2023, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/biosig58226.2023.10345985

On the Human Ability in Detecting Digitally Manipulated Face Images

Author(s): Annalisa Franco, Frøy Løvåsdal, Davide Maltoni
Published in: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Page(s) 531-536
Publisher: IEEE
DOI: 10.1109/metroxraine58569.2023.10405682

TetraLoss: Improving the Robustness of Face Recognition Against Morphing Attacks

Author(s): Mathias Ibsen, L. J. Gonzalez-Soler, Christian Rathgeb, Christoph Busch
Published in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024, Page(s) 1-10
Publisher: IEEE
DOI: 10.1109/fg59268.2024.10581988

Improving Fully Automated Landmark-based Face Morphing

Author(s): Ilias Batskos, Luuk Spreeuwers
Published in: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/iwbf62628.2024.10593985

Publication in Conference proceedings/Workshop

Author(s): Haoyu Zhang, Raghavendra Raghavendra, Kiran Raja, Christoph Busch
Published in: NISK: Norsk informasjonssikkerhets-konferanse, 2023
Publisher: NIKT

Detecting Morphing Attacks via Continual Incremental Training

Author(s): Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni
Published in: 2023 IEEE International Joint Conference on Biometrics (IJCB), 2024, Page(s) 1-10
Publisher: IEEE
DOI: 10.1109/ijcb57857.2023.10449306

Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration

Author(s): Praveen Kumar Chandaliya, Kiran Raja, Raghavendra Ramachandra, Zahid Akhtar, Christoph Busch
Published in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024, Page(s) 1-8
Publisher: IEEE
DOI: 10.1109/fg59268.2024.10581909

Effect of Lossy Compression Algorithms on Face Image Quality and Recognition

Author(s): Torsten Schlett, Sebastian Schachner, Christian Rathgeb, Juan Tapia, Christoph Busch
Published in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Publisher: IEEE
DOI: 10.1109/icassp49357.2023.10095832

Incremental Training of Face Morphing Detectors

Author(s): Guido Borghi, Gabriele Graffieti, Annalisa Franco, Davide Maltoni
Published in: 26th International Conference on Pattern Recognition (ICPR), 2022, Page(s) 914-921
Publisher: IEEE Computer Society
DOI: 10.1109/icpr56361.2022.9956395

A Principal Component Analysis-Based Approach for Single Morphing Attack Detection

Author(s): Laurine Dargaud, Mathias Ibsen, Juan Tapia, Christoph Busch
Published in: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 2023, ISBN 979-8-3503-2057-2
Publisher: IEEE

A Framework to Improve the Comparability and Reproducibility of Morphing Attack Detectors

Author(s): Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Matteo Ferrara, Davide Maltoni
Published in: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Page(s) 525-530
Publisher: IEEE
DOI: 10.1109/metroxraine58569.2023.10405735

Towards Refining ID Cards Presentation Attack Detection Systems using Face Quality Index

Author(s): Sebastian Gonzalez, Juan Tapia
Published in: 2022 30th European Signal Processing Conference (EUSIPCO), 2022
Publisher: IEEE
DOI: 10.23919/eusipco55093.2022.9909529

Eye Sclera for Fair Face Image Quality Assessment

Author(s): Wassim Kabbani, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Published in: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/iwbf62628.2024.10593910

Unified Face Image Quality Score Based on ISOIEC Quality Components

Author(s): Praveen Kumar Chandaliya, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Published in: 2023 International Conference of the Biometrics Special Interest Group (BIOSIG), 2023, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/biosig58226.2023.10345988

Analyzing Human Observer Ability in Morphing Attack Detection—Where Do We Stand?

Author(s): Sankini Rancha Godage, Frøy Løvåsdal, Sushma Venkatesh, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Published in: IEEE Transactions on Technology and Society, Issue 4, 2024, Page(s) 125-145, ISSN 2637-6415
Publisher: IEEE
DOI: 10.1109/tts.2022.3231450

Multimodality for Reliable Single Image Based Face Morphing Attack Detection

Author(s): Ramachandra Raghavendra, Guoqiang Li
Published in: IEEE Access, Issue 10, 2024, Page(s) 82418-82433, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3196773

MIPGAN—Generating Strong and High Quality Morphing Attacks Using Identity Prior Driven GAN

Author(s): Haoyu Zhang; Sushma Venkatesh; Raghavendra Ramachandra; Kiran B. Raja; Naser Damer; Christoph Busch
Published in: IEEE Transactions on Biometrics, Behavior, and Identity Science, Issue 2, 2021, ISSN 2637-6407
Publisher: IEEE
DOI: 10.1109/tbiom.2021.3072349

Towards minimizing efforts for Morphing Attacks—Deep embeddings for morphing pair selection and improved Morphing Attack Detection

Author(s): Roman Kessler, Kiran Raja, Juan Tapia, Christoph Busch
Published in: PLOS ONE, Issue 19, 2024, Page(s) e0304610, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0304610

Detecting Double-Identity Fingerprint Attacks

Author(s): Matteo Ferrara, Raffaele Cappelli and Davide Maltoni
Published in: Matteo Ferrara, Raffaele Cappelli and Davide Maltoni, 2023, ISSN 2637-6407
Publisher: IEEE
DOI: 10.1109/tbiom.2023.3279859

Visualizing landmark-based face morphing traces on digital images

Author(s): Ilias Batskos, Luuk Spreeuwers, Raymond Veldhuis
Published in: Front. Comput. Sci., 21 June 2023, 2023, ISSN 2095-2228
Publisher: Springer Verlag
DOI: 10.3389/fcomp.2023.981933

Face Morphing Attack Generation and Detection: A Comprehensive Survey

Author(s): Sushma Venkatesh, Raghavendra Ramachandra, Kiran Raja, Christoph Busch
Published in: IEEE Transactions on Technology and Society, Issue 2, 2021, Page(s) 128-145, ISSN 2637-6415
Publisher: IEEE
DOI: 10.1109/tts.2021.3066254

Selfie Periocular Verification using an Efficient Super-Resolution Approach

Author(s): Juan Tapia, Andres Valenzuela, Rodrigo Lara, Marta Gomez-Barrero, and Christoph Busch
Published in: IEEE Access, vol. 10,, 2022, Page(s) pp. 67573-67589,, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3184301

Face Image Quality Assessment: A Literature Survey

Author(s): Torsten Schlett, Christian Rathgeb, Olaf Henniger, Javier Galbally, Julian Fierrez, Christoph Busch
Published in: ACM Computing Surveys, 2022, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3507901

Automated Artifact Retouching in Morphed Images With Attention Maps

Author(s): G. Borghi, A. Franco, G. Graffieti, D. Maltoni
Published in: IEEE Access, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3117718

Face Image Quality Assessment in Electronic ID Documents

Author(s): Annalisa Franco, Antonio Magnani, Davide Maltoni, Dario Maio, Leonardo Odorisio, Andrea De Maria
Published in: IEEE Access, Issue 10, 2024, Page(s) 77744-77758, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3191463

Face Morphing Attack Generation & Detection: A Comprehensive Survey

Author(s): Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph
Published in: IEEE Transactions on Technology and Society, Issue 2, 2021, ISSN 2637-6415
Publisher: IEEE
DOI: 10.13140/rg.2.2.11773.79849

Single Morphing Attack Detection using Feature Selection and Visualisation based on Mutual Information

Author(s): Juan E. Tapia, C. Busch
Published in: IIEEE-Access, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3136485

Synthetic ID Card Image Generation for Improving Presentation Attack Detection

Author(s): Benalcazar Daniel, Tapia Juan, Gonzalez Sebastian, Busch Christoph
Published in: IEEE Transactions on Information Forensics and Security, vol. 18,, 2023, Page(s) pp. 1814-1824, ISSN 1556-6013
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2023.3255585

Considerations on the Evaluation of Biometric Quality Assessment Algorithms

Author(s): Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Published in: IEEE Transactions on Biometrics, Behavior, and Identity Science, Issue 6, 2024, Page(s) 54-67, ISSN 2637-6407
Publisher: IEEE
DOI: 10.1109/tbiom.2023.3336513

Improving Accomplice Detection in the Morphing Attack

Author(s): Di Domenico, Nicolo; Borghi, Guido; Franco, Annalisa; Maltoni, Davide
Published in: Machine Intelligence Research, 2025, ISSN 2731-5398
Publisher: Beijing
DOI: 10.1007/s11633-024-1533-1

A Double Siamese Framework for Differential Morphing Attack Detection.

Author(s): Guido Borghi; Emanuele Pancisi; Matteo Ferrara; Davide Maltoni
Published in: Issue 10, Issue 1, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21103466

Revelio: A Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors

Author(s): Guido Borghi, Nicolò Di Domenico, Annalisa Franco, Matteo Ferrara, Davide Maltoni
Published in: IEEE Access, Issue 11, 2023, Page(s) 120419-120437, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3328227

Legal Aspects of Image Morphing and Manipulation Detection Technology

Author(s): Els Kindt, César Augusto Fontanillo López
Published in: Handbook of Biometric Anti-Spoofing, 2023, Page(s) 547–570, ISBN 978-981-19-5287-6
Publisher: springer singapore
DOI: 10.1007/978-981-19-5288-3_20

Face Image Quality Estimation on Presentation Attack Detection

Author(s): Carlos Aravena, Diego Pasmiño, Juan Tapia, Christoph Busch
Published in: Lecture Notes in Computer Science, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023, Page(s) 358-373
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-49018-7_26

Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection

Author(s): Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Published in: Lecture Notes in Computer Science, Image Analysis and Processing – ICIAP 2023, 2024, Page(s) 100-111
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-43148-7_9

Impact of Synthetic Images on Morphing Attack Detection Using a Siamese Network

Author(s): Juan Tapia, Christoph Busch
Published in: Lecture Notes in Computer Science, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2024, Page(s) 343-357
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-49018-7_25

Promises, Social, and Ethical Challenges with Biometrics in Remote Identity Onboarding

Author(s): Katrin Laas-Mikko, Tarmo Kalvet, Robert Derevski, Marek Tiits
Published in: Handbook of Digital Face Manipulation and Detection, 2022, Page(s) 437-462, ISBN 978-3-030-87664-7
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-87664-7_20

Identity theft and societal acceptability of electronic identity in Europe and in the United States

Author(s): Marek Tiits, Tarmo Kalvet, David McBee
Published in: 2024
Publisher: arXiv

Dealing with Subject Similarity in Differential Morphing Attack Detection

Author(s): Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Published in: 2024
Publisher: arXiv

Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications

Author(s): Juan E. Tapia, Maximilian Russo, Christoph Busch
Published in: 2024
Publisher: arXiv

On the Feasibility of Creating Iris Periocular Morphed Images

Author(s): Juan E. Tapia, Sebastian Gonzalez, Daniel Benalcazar, Christoph Busch
Published in: 2024
Publisher: arXiv

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