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Face Morphing

Bibliography
(Click here if you are interested in any of the publications below)

M. Ferrara and A. Franco, "Morph Creation and Vulnerability of Face Recognition Systems to Morphing", in Handbook of Digital Face Manipulation and Detection, Springer, 2022. Abstract

M. Ferrara, A. Franco and D. Maltoni, "On the Effects of Image Alterations on Face Recognition Accuracy", in Thirimachos Bourlai, Face Recognition Across the Electromagnetic Spectrum, Springer, 2016. Abstract

G. Borghi, N. Di Domenico, A. Franco, M. Ferrara and D. Maltoni, "Revelio: a Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors", IEEE Access, vol.11, pp.120419-120437, October 2023. Abstract

M. Ferrara, A. Franco and D. Maltoni, "Face morphing detection in the presence of printing/scanning and heterogeneous image sources", IET Biometrics Special Issue on presentation attacks on biometric systems, vol.10, no.3, pp.290-303, May 2021. Abstract

G. Borghi, E. Pancisi, M. Ferrara and D. Maltoni, "A Double Siamese Framework for Differential Morphing Attack Detection", Sensors, vol.21, no.10, May 2021. Abstract

K. Raja, M. Ferrara, A. Franco, L. Spreeuwers, I. Batskos, F. De Wit, M. Gomez-Barrero, U. Scherhag, D. Fischer, S. Venkatesh, J. M. Singh, G. Li, L. Bergeron, S. Isadskiy, R. Raghavendra, C. Rathgeb, D. Frings, U. Seidel, F. Knopjes, R.J. Veldhuis, D. Maltoni and C. Busch, "Morphing Attack Detection - Database, Evaluation Platform and Benchmarking", IEEE Transactions on Information Forensics and Security, vol.16, pp.4336-4351, November 2020. Abstract

M. Ferrara, A. Franco and D. Maltoni, "Face Demorphing", IEEE Transactions on Information Forensics and Security, vol.13, no.4, pp.1008-1017, April 2018. Abstract

N. Di Domenico, G. Borghi, A. Franco, M. Ferrara and D. Maltoni, "A Framework to Improve the Comparability and Reproducibility of Morphing Attack Detectors", in proceedings International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), pp.525-530, October 2023. Abstract

A. Franco, F. Løvåsdal and D. Maltoni, "On the human ability in detecting digitally manipulated face images", in proceedings International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), pp.531-536, October 2023. Abstract

N. Di Domenico, G. Borghi, A. Franco and D. Maltoni, "Combining identity features and artifact analysis for Differential Morphing Attack Detection", in proceedings 22nd International Conference on Image Analysis and Processing (ICIAP23), Udine, pp.100-111, September 2023. Abstract

L. Pellegrini, G. Borghi, A. Franco and D. Maltoni, "Detecting Morphing Attacks via Continual Incremental Training", in proceedings International Joint Conference on Biometrics (IJCB), pp.1-10, September 2023. Abstract

G. Borghi, G. Graffieti, A. Franco and D. Maltoni, "Incremental Training of Face Morphing Detectors", in proceedings 26th International Conference on Pattern Recognition (ICPR22), Montréal, Québec, pp.914-921, August 2022. Abstract

M. Ferrara, A. Franco, D. Maltoni and C. Busch, "Morphing Attack Potential", in proceedings IEEE International Workshop on Biometrics and Forensics (IWBF), Salzburg, Austria, April 2022. Abstract

C. Busch, S. Caillebotte, U. Seidel, F. Knopjes, D. Maltoni, M. Ferrara, R.J. Veldhuis, L. Spreeuwers, K. Raja, R. Raghavendra, M. Gomez-Barrero and C. Rathgeb, "Face Morphing Attacks: What needs to be done", in proceedings International Conference on Biometrics for Borders (ICBB), October 2019. Abstract

M. Ferrara, A. Franco and D. Maltoni, "Decoupling texture blending and shape warping in face morphing", in proceedings International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, September 2019. Abstract

M. Ferrara, A. Franco and D. Maltoni, "Face Demorphing in the Presence of Facial Appearance Variations", in proceedings European Signal Processing Conference (EUSIPCO), Rome, Italy, pp.2365-2369, September 2018. Abstract

U. Scherhag, A. Nautsch, C. Rathgeb, M. Gomez-Barrero, M. T. Veldhuis, L. Spreeuwers, M. Schils, D. Maltoni, P. Grother, S. Marcel, R. Breithauptk, R. Raghavendra and C. Busch, "Biometric Systems under Morphing Attacks: Assessment of Morphing Techniques and Vulnerability Reporting", in proceedings International Conference of the Biometrics Special Interest Group (BIOSIG), pp.1-7, September 2017.

M. Ferrara, A. Franco and D. Maltoni, "The Magic Passport", in proceedings International Joint Conference on Biometrics (IJCB), Clearwater, Florida, USA, pp.1-7, October 2014. Abstract

N. Di Domenico, G. Borghi, A. Franco and D. Maltoni, "ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset", to appear on proceedings 18th International Conference on Automatic Face and Gesture Recognition (FG24), Istanbul, Turkey, May 2024. Abstract

N. Di Domenico, G. Borghi, A. Franco and D. Maltoni, "Face Restoration for Morphed Images Retouching", to appear on proceedings 12th International Workshop on Biometrics and Forensics 24 (IWBF), Enschede, Netherlands, April 2024. Abstract

M. Ferrara, A. Franco and D. Maltoni, "Face morphing detection in the presence of printing/scanning and heterogeneous image sources", Technical Report, ArXiv 1901.08811, January 2019. Abstract


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