WACV 2023 Open Access Repository

Explainable & Interpretable Artificial Intelligence for Biometrics

Human Saliency-Driven Patch-Based Matching for Interpretable Post-Mortem Iris Recognition: Aidan Boyd,

Daniel Moreira,

Andrey Kuehlkamp,

Kevin Bowyer,

Adam Czajka; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Boyd_2023_WACV, author = {Boyd, Aidan and Moreira, Daniel and Kuehlkamp, Andrey and Bowyer, Kevin and Czajka, Adam}, title = {Human Saliency-Driven Patch-Based Matching for Interpretable Post-Mortem Iris Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {701-710} }
Explainable Model-Agnostic Similarity and Confidence in Face Verification: Martin Knoche,

Torben Teepe,

Stefan Hörmann,

Gerhard Rigoll; [pdf]
[bibtex]
@InProceedings{Knoche_2023_WACV, author = {Knoche, Martin and Teepe, Torben and H\"ormann, Stefan and Rigoll, Gerhard}, title = {Explainable Model-Agnostic Similarity and Confidence in Face Verification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {711-718} }
Finger-NestNet: Interpretable Fingerphoto Verification on Smartphone Using Deep Nested Residual Network: Raghavendra Ramachandra,

Hailin Li; [pdf]
[bibtex]
@InProceedings{Ramachandra_2023_WACV, author = {Ramachandra, Raghavendra and Li, Hailin}, title = {Finger-NestNet: Interpretable Fingerphoto Verification on Smartphone Using Deep Nested Residual Network}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {693-700} }
Learning Pairwise Interaction for Generalizable DeepFake Detection: Ying Xu,

Kiran Raja,

Luisa Verdoliva,

Marius Pedersen; [pdf] [supp]
[bibtex]
@InProceedings{Xu_2023_WACV, author = {Xu, Ying and Raja, Kiran and Verdoliva, Luisa and Pedersen, Marius}, title = {Learning Pairwise Interaction for Generalizable DeepFake Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {672-682} }
A Principal Component Analysis-Based Approach for Single Morphing Attack Detection: Laurine Dargaud,

Mathias Ibsen,

Juan Tapia,

Christoph Busch; [pdf]
[bibtex]
@InProceedings{Dargaud_2023_WACV, author = {Dargaud, Laurine and Ibsen, Mathias and Tapia, Juan and Busch, Christoph}, title = {A Principal Component Analysis-Based Approach for Single Morphing Attack Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {683-692} }