image Manipulation Attack Resolving Solutions

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Legal, ethical and societal requirements

Legal, ethical and societal requirements for the MAD and DVFD tools and their deployment in the border 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

Societal acceptability report

Ethical and societal acceptability facets of the iMARS solutions

iMARS Dissemination & Communication plan

Document describing the strategy and operational plan to raise awareness about the iMARS project

Publicaciones

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

Autores: Guido Borghi, Annalisa Franco, Nicolò di Domenico, Matteo Ferrara, Davide Maltoni
Publicado en: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Página(s) 1-10
Editor: IEEE
DOI: 10.1109/ijcb62174.2024.10744469

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

Autores: Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Publicado en: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024, Página(s) 1-10
Editor: IEEE
DOI: 10.1109/fg59268.2024.10581986

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

Autores: Diego Pasmino, Carlos Aravena, Juan E. Tapia, Christoph Busch
Publicado en: 2023 11th International Workshop on Biometrics and Forensics (IWBF), 2024, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/iwbf57495.2023.10157771

Supporting Human Examiners in Facial Image Manipulation Detection

Autores: Maichol Dadi, Annalisa Franco, Davide Maltoni
Publicado en: roceedings International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE24), 2024
Editor: Unknown

Identity Documents Image Quality Assessment

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

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

Autores: Marcel Grimmer, Christoph Busch
Publicado en: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Página(s) 1-7
Editor: IEEE
DOI: 10.1109/ijcb62174.2024.10744444

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

Autores: Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Publicado en: Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024, Página(s) 801-808
Editor: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0012422500003654

Face Restoration for Morphed Images Retouching

Autores: Nicoló Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Publicado en: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/iwbf62628.2024.10593948

On the Impact of Face Image Quality on Morphing Attack Detection

Autores: Annalisa Franco, Matteo Ferrara, Chengcheng Liu, Christoph Busch, Davide Maltoni
Publicado en: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Página(s) 1-9
Editor: IEEE
DOI: 10.1109/ijcb62174.2024.10744506

Morphing Attack Potential

Autores: Matteo Ferrara; Annalisa Franco; Davide Maltoni; Christoph Busch
Publicado en: 2022 International Workshop on Biometrics and Forensics (IWBF), 2022
Editor: IEEE
DOI: 10.1109/iwbf55382.2022.9794509

Towards Federated Learning for Morphing Attack Detection

Autores: Marta Robledo-Moreno, Guido Borghi, Nicolò Di Domenico, Annalisa Franco, Kiran Raja, Davide Maltoni
Publicado en: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Página(s) 1-10
Editor: IEEE
DOI: 10.1109/ijcb62174.2024.10744518

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

Autores: Herve Chabanne, Vincent Despiegel, Linda Guiga
Publicado en: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 2023
Editor: IEEE
DOI: 10.1109/globecom48099.2022.10001064

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

Autores: Guoqiang Li, Raghavendra Ramachandra
Publicado en: 2022 25th International Conference on Information Fusion (FUSION), 2022, ISBN 978-1-6654-8941-6
Editor: IEEE
DOI: 10.23919/fusion49751.2022.9841318

Towards Generalized Morphing Attack Detection by Learning Residuals

Autores: Kiran Raja, Gourav Gupta, Sushma Venkatesh, Raghavendra Ramachandra, Christoph Busch
Publicado en: Image and Vision Computing, 2022
Editor: elsevier
DOI: 10.1016/j.imavis.2022.104535

Simulating Print/Scan Textures for Morphing Attack Detection

Autores: Juan Tapia, Christoph Busch, Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja
Publicado en: 2023 31st European Signal Processing Conference (EUSIPCO), 2023, Página(s) 610-614
Editor: IEEE
DOI: 10.23919/eusipco58844.2023.10289743

Evaluating Face Image Quality Score Fusion for Modern Deep Learning Models

Autores: Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Publicado en: 2022 International Conference of the Biometrics Special Interest Group (BIOSIG), 2022
Editor: IEEE
DOI: 10.1109/biosig55365.2022.9897032

Explainable Visualization for Morphing Attack Detection

Autores: H. Myhrvold, H. Zhang, J. Tapia, R. Raghavendra, C. Busch
Publicado en: No. 3 (2022): NISK Norsk informasjonssikkerhetskonferanse, 2022
Editor: NIK

Face Feature Visualisation of Single Morphing Attack Detection

Autores: Juan E. Tapia, Christoph Busch
Publicado en: 2023 11th International Workshop on Biometrics and Forensics (IWBF), 2023, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/iwbf57495.2023.10157534

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

Autores: Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja, Christoph Busch
Publicado en: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024, Página(s) 1510-1518
Editor: IEEE
DOI: 10.1109/cvprw63382.2024.00158

Morphing Attack Detection: A Fusion Approach

Autores: Siri Lorenz, Ulrich Scherhag, Christian Rathgeb, Christoph Busch
Publicado en: 2021 IEEE 24th International Conference on Information Fusion (FUSION), 2022, Página(s) 1-7
Editor: IEEE
DOI: 10.23919/fusion49465.2021.9627012

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

Autores: Wassim Kabbani, Christoph Busch, Kiran Raja
Publicado en: 2023 International Conference of the Biometrics Special Interest Group (BIOSIG), 2023, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/biosig58226.2023.10345985

On the Human Ability in Detecting Digitally Manipulated Face Images

Autores: Annalisa Franco, Frøy Løvåsdal, Davide Maltoni
Publicado en: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Página(s) 531-536
Editor: IEEE
DOI: 10.1109/metroxraine58569.2023.10405682

TetraLoss: Improving the Robustness of Face Recognition Against Morphing Attacks

Autores: Mathias Ibsen, L. J. Gonzalez-Soler, Christian Rathgeb, Christoph Busch
Publicado en: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024, Página(s) 1-10
Editor: IEEE
DOI: 10.1109/fg59268.2024.10581988

Improving Fully Automated Landmark-based Face Morphing

Autores: Ilias Batskos, Luuk Spreeuwers
Publicado en: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/iwbf62628.2024.10593985

Publication in Conference proceedings/Workshop

Autores: Haoyu Zhang, Raghavendra Raghavendra, Kiran Raja, Christoph Busch
Publicado en: NISK: Norsk informasjonssikkerhets-konferanse, 2023
Editor: NIKT

Detecting Morphing Attacks via Continual Incremental Training

Autores: Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni
Publicado en: 2023 IEEE International Joint Conference on Biometrics (IJCB), 2024, Página(s) 1-10
Editor: IEEE
DOI: 10.1109/ijcb57857.2023.10449306

Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration

Autores: Praveen Kumar Chandaliya, Kiran Raja, Raghavendra Ramachandra, Zahid Akhtar, Christoph Busch
Publicado en: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024, Página(s) 1-8
Editor: IEEE
DOI: 10.1109/fg59268.2024.10581909

Effect of Lossy Compression Algorithms on Face Image Quality and Recognition

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

Incremental Training of Face Morphing Detectors

Autores: Guido Borghi, Gabriele Graffieti, Annalisa Franco, Davide Maltoni
Publicado en: 26th International Conference on Pattern Recognition (ICPR), 2022, Página(s) 914-921
Editor: IEEE Computer Society
DOI: 10.1109/icpr56361.2022.9956395

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

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

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

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

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

Autores: Sebastian Gonzalez, Juan Tapia
Publicado en: 2022 30th European Signal Processing Conference (EUSIPCO), 2022
Editor: IEEE
DOI: 10.23919/eusipco55093.2022.9909529

Eye Sclera for Fair Face Image Quality Assessment

Autores: Wassim Kabbani, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Publicado en: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/iwbf62628.2024.10593910

Unified Face Image Quality Score Based on ISOIEC Quality Components

Autores: Praveen Kumar Chandaliya, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Publicado en: 2023 International Conference of the Biometrics Special Interest Group (BIOSIG), 2023, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/biosig58226.2023.10345988

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

Autores: Sankini Rancha Godage, Frøy Løvåsdal, Sushma Venkatesh, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Publicado en: IEEE Transactions on Technology and Society, Edición 4, 2024, Página(s) 125-145, ISSN 2637-6415
Editor: IEEE
DOI: 10.1109/tts.2022.3231450

Multimodality for Reliable Single Image Based Face Morphing Attack Detection

Autores: Ramachandra Raghavendra, Guoqiang Li
Publicado en: IEEE Access, Edición 10, 2024, Página(s) 82418-82433, ISSN 2169-3536
Editor: 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

Autores: Haoyu Zhang; Sushma Venkatesh; Raghavendra Ramachandra; Kiran B. Raja; Naser Damer; Christoph Busch
Publicado en: IEEE Transactions on Biometrics, Behavior, and Identity Science, Edición 2, 2021, ISSN 2637-6407
Editor: IEEE
DOI: 10.1109/tbiom.2021.3072349

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

Autores: Roman Kessler, Kiran Raja, Juan Tapia, Christoph Busch
Publicado en: PLOS ONE, Edición 19, 2024, Página(s) e0304610, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0304610

Detecting Double-Identity Fingerprint Attacks

Autores: Matteo Ferrara, Raffaele Cappelli and Davide Maltoni
Publicado en: Matteo Ferrara, Raffaele Cappelli and Davide Maltoni, 2023, ISSN 2637-6407
Editor: IEEE
DOI: 10.1109/tbiom.2023.3279859

Visualizing landmark-based face morphing traces on digital images

Autores: Ilias Batskos, Luuk Spreeuwers, Raymond Veldhuis
Publicado en: Front. Comput. Sci., 21 June 2023, 2023, ISSN 2095-2228
Editor: Springer Verlag
DOI: 10.3389/fcomp.2023.981933

Face Morphing Attack Generation and Detection: A Comprehensive Survey

Autores: Sushma Venkatesh, Raghavendra Ramachandra, Kiran Raja, Christoph Busch
Publicado en: IEEE Transactions on Technology and Society, Edición 2, 2021, Página(s) 128-145, ISSN 2637-6415
Editor: IEEE
DOI: 10.1109/tts.2021.3066254

Selfie Periocular Verification using an Efficient Super-Resolution Approach

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

Face Image Quality Assessment: A Literature Survey

Autores: Torsten Schlett, Christian Rathgeb, Olaf Henniger, Javier Galbally, Julian Fierrez, Christoph Busch
Publicado en: ACM Computing Surveys, 2022, ISSN 0360-0300
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3507901

Automated Artifact Retouching in Morphed Images With Attention Maps

Autores: G. Borghi, A. Franco, G. Graffieti, D. Maltoni
Publicado en: IEEE Access, 2021, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3117718

Face Image Quality Assessment in Electronic ID Documents

Autores: Annalisa Franco, Antonio Magnani, Davide Maltoni, Dario Maio, Leonardo Odorisio, Andrea De Maria
Publicado en: IEEE Access, Edición 10, 2024, Página(s) 77744-77758, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3191463

Face Morphing Attack Generation & Detection: A Comprehensive Survey

Autores: Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph
Publicado en: IEEE Transactions on Technology and Society, Edición 2, 2021, ISSN 2637-6415
Editor: IEEE
DOI: 10.13140/rg.2.2.11773.79849

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

Autores: Juan E. Tapia, C. Busch
Publicado en: IIEEE-Access, 2021, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3136485

Synthetic ID Card Image Generation for Improving Presentation Attack Detection

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

Considerations on the Evaluation of Biometric Quality Assessment Algorithms

Autores: Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Publicado en: IEEE Transactions on Biometrics, Behavior, and Identity Science, Edición 6, 2024, Página(s) 54-67, ISSN 2637-6407
Editor: IEEE
DOI: 10.1109/tbiom.2023.3336513

Improving Accomplice Detection in the Morphing Attack

Autores: Di Domenico, Nicolo; Borghi, Guido; Franco, Annalisa; Maltoni, Davide
Publicado en: Machine Intelligence Research, 2025, ISSN 2731-5398
Editor: Beijing
DOI: 10.1007/s11633-024-1533-1

A Double Siamese Framework for Differential Morphing Attack Detection.

Autores: Guido Borghi; Emanuele Pancisi; Matteo Ferrara; Davide Maltoni
Publicado en: Edición 10, Edición 1, 2021, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21103466

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

Autores: Guido Borghi, Nicolò Di Domenico, Annalisa Franco, Matteo Ferrara, Davide Maltoni
Publicado en: IEEE Access, Edición 11, 2023, Página(s) 120419-120437, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3328227

Legal Aspects of Image Morphing and Manipulation Detection Technology

Autores: Els Kindt, César Augusto Fontanillo López
Publicado en: Handbook of Biometric Anti-Spoofing, 2023, Página(s) 547–570, ISBN 978-981-19-5287-6
Editor: springer singapore
DOI: 10.1007/978-981-19-5288-3_20

Face Image Quality Estimation on Presentation Attack Detection

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

Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection

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

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

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

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

Autores: Katrin Laas-Mikko, Tarmo Kalvet, Robert Derevski, Marek Tiits
Publicado en: Handbook of Digital Face Manipulation and Detection, 2022, Página(s) 437-462, ISBN 978-3-030-87664-7
Editor: 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

Autores: Marek Tiits, Tarmo Kalvet, David McBee
Publicado en: 2024
Editor: arXiv

Dealing with Subject Similarity in Differential Morphing Attack Detection

Autores: Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Publicado en: 2024
Editor: arXiv

Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications

Autores: Juan E. Tapia, Maximilian Russo, Christoph Busch
Publicado en: 2024
Editor: arXiv

On the Feasibility of Creating Iris Periocular Morphed Images

Autores: Juan E. Tapia, Sebastian Gonzalez, Daniel Benalcazar, Christoph Busch
Publicado en: 2024
Editor: arXiv

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