image Manipulation Attack Resolving Solutions

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Technology assessment - ethical, legal and societal aspects

(M48) KUL: Summary of the societal, ethical and legal aspects as technology assessment of the new iMARS tools and their deployment in border control context

Training activities report

Report synthetising the outcome of the e-learning and the Physical Field test and the activities carried out in T13.4

Guidelines and Best Practices

Recommendations for the detection and handling of manipulation attacks, as required by sect. 2.4 of the EUROSUR Handbook and interoperability of large-scale biometric EU wide systems

Final Conference

Presentation of iMARS final results

Publications

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

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

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

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

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

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

Supporting Human Examiners in Facial Image Manipulation Detection

Auteurs: Maichol Dadi, Annalisa Franco, Davide Maltoni
Publié dans: roceedings International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE24), 2024
Éditeur: Unknown

Identity Documents Image Quality Assessment

Auteurs: Daniel Schulz, Jose Maureira, Juan Tapia, Christoph Busch
Publié dans: 2022 30th European Signal Processing Conference (EUSIPCO), 2022, ISBN 978-1-6654-6799-5
Éditeur: IEEE
DOI: 10.23919/eusipco55093.2022.9909773

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

Auteurs: Marcel Grimmer, Christoph Busch
Publié dans: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Page(s) 1-7
Éditeur: IEEE
DOI: 10.1109/ijcb62174.2024.10744444

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

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

Face Restoration for Morphed Images Retouching

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

On the Impact of Face Image Quality on Morphing Attack Detection

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

Morphing Attack Potential

Auteurs: Matteo Ferrara; Annalisa Franco; Davide Maltoni; Christoph Busch
Publié dans: 2022 International Workshop on Biometrics and Forensics (IWBF), 2022
Éditeur: IEEE
DOI: 10.1109/iwbf55382.2022.9794509

Towards Federated Learning for Morphing Attack Detection

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

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

Auteurs: Herve Chabanne, Vincent Despiegel, Linda Guiga
Publié dans: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 2023
Éditeur: IEEE
DOI: 10.1109/globecom48099.2022.10001064

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

Auteurs: Guoqiang Li, Raghavendra Ramachandra
Publié dans: 2022 25th International Conference on Information Fusion (FUSION), 2022, ISBN 978-1-6654-8941-6
Éditeur: IEEE
DOI: 10.23919/fusion49751.2022.9841318

Towards Generalized Morphing Attack Detection by Learning Residuals

Auteurs: Kiran Raja, Gourav Gupta, Sushma Venkatesh, Raghavendra Ramachandra, Christoph Busch
Publié dans: Image and Vision Computing, 2022
Éditeur: elsevier
DOI: 10.1016/j.imavis.2022.104535

Simulating Print/Scan Textures for Morphing Attack Detection

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

Evaluating Face Image Quality Score Fusion for Modern Deep Learning Models

Auteurs: Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Publié dans: 2022 International Conference of the Biometrics Special Interest Group (BIOSIG), 2022
Éditeur: IEEE
DOI: 10.1109/biosig55365.2022.9897032

Explainable Visualization for Morphing Attack Detection

Auteurs: H. Myhrvold, H. Zhang, J. Tapia, R. Raghavendra, C. Busch
Publié dans: No. 3 (2022): NISK Norsk informasjonssikkerhetskonferanse, 2022
Éditeur: NIK

Face Feature Visualisation of Single Morphing Attack Detection

Auteurs: Juan E. Tapia, Christoph Busch
Publié dans: 2023 11th International Workshop on Biometrics and Forensics (IWBF), 2023, Page(s) 1-6
Éditeur: IEEE
DOI: 10.1109/iwbf57495.2023.10157534

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

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

Morphing Attack Detection: A Fusion Approach

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

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

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

On the Human Ability in Detecting Digitally Manipulated Face Images

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

TetraLoss: Improving the Robustness of Face Recognition Against Morphing Attacks

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

Improving Fully Automated Landmark-based Face Morphing

Auteurs: Ilias Batskos, Luuk Spreeuwers
Publié dans: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, Page(s) 1-6
Éditeur: IEEE
DOI: 10.1109/iwbf62628.2024.10593985

Publication in Conference proceedings/Workshop

Auteurs: Haoyu Zhang, Raghavendra Raghavendra, Kiran Raja, Christoph Busch
Publié dans: NISK: Norsk informasjonssikkerhets-konferanse, 2023
Éditeur: NIKT

Detecting Morphing Attacks via Continual Incremental Training

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

Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration

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

Effect of Lossy Compression Algorithms on Face Image Quality and Recognition

Auteurs: Torsten Schlett, Sebastian Schachner, Christian Rathgeb, Juan Tapia, Christoph Busch
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10095832

Incremental Training of Face Morphing Detectors

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

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

Auteurs: Laurine Dargaud, Mathias Ibsen, Juan Tapia, Christoph Busch
Publié dans: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 2023, ISBN 979-8-3503-2057-2
Éditeur: IEEE

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

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

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

Auteurs: Sebastian Gonzalez, Juan Tapia
Publié dans: 2022 30th European Signal Processing Conference (EUSIPCO), 2022
Éditeur: IEEE
DOI: 10.23919/eusipco55093.2022.9909529

Eye Sclera for Fair Face Image Quality Assessment

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

Unified Face Image Quality Score Based on ISOIEC Quality Components

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

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

Auteurs: Sankini Rancha Godage, Frøy Løvåsdal, Sushma Venkatesh, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Publié dans: IEEE Transactions on Technology and Society, Numéro 4, 2024, Page(s) 125-145, ISSN 2637-6415
Éditeur: IEEE
DOI: 10.1109/tts.2022.3231450

Multimodality for Reliable Single Image Based Face Morphing Attack Detection

Auteurs: Ramachandra Raghavendra, Guoqiang Li
Publié dans: IEEE Access, Numéro 10, 2024, Page(s) 82418-82433, ISSN 2169-3536
Éditeur: 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

Auteurs: Haoyu Zhang; Sushma Venkatesh; Raghavendra Ramachandra; Kiran B. Raja; Naser Damer; Christoph Busch
Publié dans: IEEE Transactions on Biometrics, Behavior, and Identity Science, Numéro 2, 2021, ISSN 2637-6407
Éditeur: IEEE
DOI: 10.1109/tbiom.2021.3072349

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

Auteurs: Roman Kessler, Kiran Raja, Juan Tapia, Christoph Busch
Publié dans: PLOS ONE, Numéro 19, 2024, Page(s) e0304610, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0304610

Detecting Double-Identity Fingerprint Attacks

Auteurs: Matteo Ferrara, Raffaele Cappelli and Davide Maltoni
Publié dans: Matteo Ferrara, Raffaele Cappelli and Davide Maltoni, 2023, ISSN 2637-6407
Éditeur: IEEE
DOI: 10.1109/tbiom.2023.3279859

Visualizing landmark-based face morphing traces on digital images

Auteurs: Ilias Batskos, Luuk Spreeuwers, Raymond Veldhuis
Publié dans: Front. Comput. Sci., 21 June 2023, 2023, ISSN 2095-2228
Éditeur: Springer Verlag
DOI: 10.3389/fcomp.2023.981933

Face Morphing Attack Generation and Detection: A Comprehensive Survey

Auteurs: Sushma Venkatesh, Raghavendra Ramachandra, Kiran Raja, Christoph Busch
Publié dans: IEEE Transactions on Technology and Society, Numéro 2, 2021, Page(s) 128-145, ISSN 2637-6415
Éditeur: IEEE
DOI: 10.1109/tts.2021.3066254

Selfie Periocular Verification using an Efficient Super-Resolution Approach

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

Face Image Quality Assessment: A Literature Survey

Auteurs: Torsten Schlett, Christian Rathgeb, Olaf Henniger, Javier Galbally, Julian Fierrez, Christoph Busch
Publié dans: ACM Computing Surveys, 2022, ISSN 0360-0300
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3507901

Automated Artifact Retouching in Morphed Images With Attention Maps

Auteurs: G. Borghi, A. Franco, G. Graffieti, D. Maltoni
Publié dans: IEEE Access, 2021, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3117718

Face Image Quality Assessment in Electronic ID Documents

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

Face Morphing Attack Generation & Detection: A Comprehensive Survey

Auteurs: Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph
Publié dans: IEEE Transactions on Technology and Society, Numéro 2, 2021, ISSN 2637-6415
Éditeur: IEEE
DOI: 10.13140/rg.2.2.11773.79849

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

Auteurs: Juan E. Tapia, C. Busch
Publié dans: IIEEE-Access, 2021, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3136485

Synthetic ID Card Image Generation for Improving Presentation Attack Detection

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

Considerations on the Evaluation of Biometric Quality Assessment Algorithms

Auteurs: Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Publié dans: IEEE Transactions on Biometrics, Behavior, and Identity Science, Numéro 6, 2024, Page(s) 54-67, ISSN 2637-6407
Éditeur: IEEE
DOI: 10.1109/tbiom.2023.3336513

Improving Accomplice Detection in the Morphing Attack

Auteurs: Di Domenico, Nicolo; Borghi, Guido; Franco, Annalisa; Maltoni, Davide
Publié dans: Machine Intelligence Research, 2025, ISSN 2731-5398
Éditeur: Beijing
DOI: 10.1007/s11633-024-1533-1

A Double Siamese Framework for Differential Morphing Attack Detection.

Auteurs: Guido Borghi; Emanuele Pancisi; Matteo Ferrara; Davide Maltoni
Publié dans: Numéro 10, Numéro 1, 2021, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21103466

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

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

Legal Aspects of Image Morphing and Manipulation Detection Technology

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

Face Image Quality Estimation on Presentation Attack Detection

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

Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection

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

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

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

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

Auteurs: Katrin Laas-Mikko, Tarmo Kalvet, Robert Derevski, Marek Tiits
Publié dans: Handbook of Digital Face Manipulation and Detection, 2022, Page(s) 437-462, ISBN 978-3-030-87664-7
Éditeur: 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

Auteurs: Marek Tiits, Tarmo Kalvet, David McBee
Publié dans: 2024
Éditeur: arXiv

Dealing with Subject Similarity in Differential Morphing Attack Detection

Auteurs: Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Publié dans: 2024
Éditeur: arXiv

Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications

Auteurs: Juan E. Tapia, Maximilian Russo, Christoph Busch
Publié dans: 2024
Éditeur: arXiv

On the Feasibility of Creating Iris Periocular Morphed Images

Auteurs: Juan E. Tapia, Sebastian Gonzalez, Daniel Benalcazar, Christoph Busch
Publié dans: 2024
Éditeur: arXiv

Recherche de données OpenAIRE...

Livrables

Publications

Partager cette page

Télécharger