Synthetic Realities and Data in Biometric Analysis and Security


Ignoring the Decoy: Exposing and Tackling Forensic Distractions in Image Forgery Localization using Masked Convolutions
Xander Staelens,
Peter Lambert,
Glenn Van Wallendael,
Hannes Mareen
[pdf]
[bibtex]
@InProceedings{Staelens_2026_WACV, author = {Staelens, Xander and Lambert, Peter and Van Wallendael, Glenn and Mareen, Hannes}, title = {Ignoring the Decoy: Exposing and Tackling Forensic Distractions in Image Forgery Localization using Masked Convolutions}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {924-932} }

Towards Inclusive Biometrics: Synthetic Generation of Vitiligo Faces and Their Impact on Face Image Quality
André Dörsch,
Andrea Laguna Liang,
Christian Rathgeb,
Christoph Busch
[pdf]
[bibtex]
@InProceedings{Dorsch_2026_WACV, author = {D\"orsch, Andr\'e and Liang, Andrea Laguna and Rathgeb, Christian and Busch, Christoph}, title = {Towards Inclusive Biometrics: Synthetic Generation of Vitiligo Faces and Their Impact on Face Image Quality}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {915-923} }

SynCAF: Synthetic Counterfactual Activations for Fairness in Facial Cognition Signals
Kushbu Agrawal,
Nalin Rajput,
Raghavendra Ramachandra,
Sumarga Kumar Sah Tyagi,
Deepak Kumar Jain,
Rahee Walambe,
Ketan Kotecha
[pdf]
[bibtex]
@InProceedings{Agrawal_2026_WACV, author = {Agrawal, Kushbu and Rajput, Nalin and Ramachandra, Raghavendra and Tyagi, Sumarga Kumar Sah and Jain, Deepak Kumar and Walambe, Rahee and Kotecha, Ketan}, title = {SynCAF: Synthetic Counterfactual Activations for Fairness in Facial Cognition Signals}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {966-974} }

Orthogonal Projection Steering for Bias Mitigation and ICAO Compliance in Diffusion Transformers
Raghavendra Mudgalgundurao,
Aryan Khurana,
Patrick Schuch,
Raghavendra Ramachandra,
Kiran Raja
[pdf]
[bibtex]
@InProceedings{Mudgalgundurao_2026_WACV, author = {Mudgalgundurao, Raghavendra and Khurana, Aryan and Schuch, Patrick and Ramachandra, Raghavendra and Raja, Kiran}, title = {Orthogonal Projection Steering for Bias Mitigation and ICAO Compliance in Diffusion Transformers}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {956-965} }

Mitigating Longitudinal Performance Degradation in Child Face Recognition Using Synthetic Data
Afzal Hossain,
Stephanie Schuckers
[pdf] [arXiv]
[bibtex]
@InProceedings{Hossain_2026_WACV, author = {Hossain, Afzal and Schuckers, Stephanie}, title = {Mitigating Longitudinal Performance Degradation in Child Face Recognition Using Synthetic Data}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {975-983} }

Faces of Deception - a multi-level analysis of lip-sync-based fake ads involving politicians and their impact on content semantics and recognition systems
Ewelina Bartuzi - Trokielewicz,
Katarzyna Roszczewska,
Alicja Martinek
[pdf]
[bibtex]
@InProceedings{Trokielewicz_2026_WACV, author = {Trokielewicz, Ewelina Bartuzi - and Roszczewska, Katarzyna and Martinek, Alicja}, title = {Faces of Deception - a multi-level analysis of lip-sync-based fake ads involving politicians and their impact on content semantics and recognition systems}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {946-955} }

GenEAva: Generating Cartoon Avatars with Fine-Grained Facial Expressions from Realistic Diffusion-based Faces
Hao Yu,
Rupayan Mallick,
Margrit Betke,
Sarah Adel Bargal
[pdf] [arXiv]
[bibtex]
@InProceedings{Yu_2026_WACV, author = {Yu, Hao and Mallick, Rupayan and Betke, Margrit and Bargal, Sarah Adel}, title = {GenEAva: Generating Cartoon Avatars with Fine-Grained Facial Expressions from Realistic Diffusion-based Faces}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {904-914} }

The SAFE Image Authenticity Challenge: Detecting and Localizing Partial and Fully Synthetic Manipulations
Tai Nguyen,
Jill Crisman,
Jesse Hostetler,
Laura Cassani,
Michael Davinroy,
Peter Bautista,
Matthew Stamm
[pdf]
[bibtex]
@InProceedings{Nguyen_2026_WACV, author = {Nguyen, Tai and Crisman, Jill and Hostetler, Jesse and Cassani, Laura and Davinroy, Michael and Bautista, Peter and Stamm, Matthew}, title = {The SAFE Image Authenticity Challenge: Detecting and Localizing Partial and Fully Synthetic Manipulations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {933-945} }