CVPR 2024 Biometrics Workshop

3D Kinematics Estimation from Video with a Biomechanical Model and Synthetic Training Data

Zhi-Yi Lin,

Bofan Lyu,

Judith Cueto Fernandez,

Eline Van Der Kruk,

Ajay Seth,

Xucong Zhang

[pdf] [arXiv]

[bibtex]

@InProceedings{Lin_2024_CVPR, author = {Lin, Zhi-Yi and Lyu, Bofan and Fernandez, Judith Cueto and Van Der Kruk, Eline and Seth, Ajay and Zhang, Xucong}, title = {3D Kinematics Estimation from Video with a Biomechanical Model and Synthetic Training Data}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1441-1450} }

Can the Accuracy Bias by Facial Hairstyle be Reduced Through Balancing the Training Data?

Kagan Ozturk,

Haiyu Wu,

Kevin W. Bowyer

[pdf] [arXiv]

[bibtex]

@InProceedings{Ozturk_2024_CVPR, author = {Ozturk, Kagan and Wu, Haiyu and Bowyer, Kevin W.}, title = {Can the Accuracy Bias by Facial Hairstyle be Reduced Through Balancing the Training Data?}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1519-1528} }

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

Haoyu Zhang,

Raghavendra Ramachandra,

Kiran Raja,

Christoph Busch

[pdf] [supp]

[bibtex]

@InProceedings{Zhang_2024_CVPR, author = {Zhang, Haoyu and Ramachandra, Raghavendra and Raja, Kiran and Busch, Christoph}, title = {Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1510-1518} }

GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes

Jan Niklas Kolf,

Naser Damer,

Fadi Boutros

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kolf_2024_CVPR, author = {Kolf, Jan Niklas and Damer, Naser and Boutros, Fadi}, title = {GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1490-1499} }

TattTRN: Template Reconstruction Network for Tattoo Retrieval

Lazaro Janier Gonzalez-Soler,

Maciej Salwowski,

Christian Rathgeb,

Daniel Fischer

[pdf] [arXiv]

[bibtex]

@InProceedings{Gonzalez-Soler_2024_CVPR, author = {Gonzalez-Soler, Lazaro Janier and Salwowski, Maciej and Rathgeb, Christian and Fischer, Daniel}, title = {TattTRN: Template Reconstruction Network for Tattoo Retrieval}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1529-1538} }

Adversarial Identity Injection for Semantic Face Image Synthesis

Giuseppe Tarollo,

Tomaso Fontanini,

Claudio Ferrari,

Guido Borghi,

Andrea Prati

[pdf] [arXiv]

[bibtex]

@InProceedings{Tarollo_2024_CVPR, author = {Tarollo, Giuseppe and Fontanini, Tomaso and Ferrari, Claudio and Borghi, Guido and Prati, Andrea}, title = {Adversarial Identity Injection for Semantic Face Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1471-1480} }

Outsmarting Biometric Imposters: Enhancing Iris-Recognition System Security through Physical Adversarial Example Generation and PAD Fine-Tuning

Yuka Ogino,

Kazuya Kakizaki,

Takahiro Toizumi,

Atsushi Ito

[pdf] [supp]

[bibtex]

@InProceedings{Ogino_2024_CVPR, author = {Ogino, Yuka and Kakizaki, Kazuya and Toizumi, Takahiro and Ito, Atsushi}, title = {Outsmarting Biometric Imposters: Enhancing Iris-Recognition System Security through Physical Adversarial Example Generation and PAD Fine-Tuning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1451-1461} }

Confidence-Aware RGB-D Face Recognition via Virtual Depth Synthesis

Zijian Chen,

Mei Wang,

Weihong Deng,

Hongzhi Shi,

Dongchao Wen,

Yingjie Zhang,

Xingchen Cui,

Jian Zhao

[pdf]

[bibtex]

@InProceedings{Chen_2024_CVPR, author = {Chen, Zijian and Wang, Mei and Deng, Weihong and Shi, Hongzhi and Wen, Dongchao and Zhang, Yingjie and Cui, Xingchen and Zhao, Jian}, title = {Confidence-Aware RGB-D Face Recognition via Virtual Depth Synthesis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1481-1489} }

One Embedding to Predict Them All: Visible and Thermal Universal Face Representations for Soft Biometric Estimation via Vision Transformers

Nelida Mirabet-Herranz,

Chiara Galdi,

Jean-Luc Dugelay

[pdf]

[bibtex]

@InProceedings{Mirabet-Herranz_2024_CVPR, author = {Mirabet-Herranz, Nelida and Galdi, Chiara and Dugelay, Jean-Luc}, title = {One Embedding to Predict Them All: Visible and Thermal Universal Face Representations for Soft Biometric Estimation via Vision Transformers}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1500-1509} }

FIQA-FAS: Face Image Quality Assessment Based Face Anti-Spoofing

Ya-Chi Liang,

Min-Xuan Qiu,

Shang-Hong Lai

[pdf]

[bibtex]

@InProceedings{Liang_2024_CVPR, author = {Liang, Ya-Chi and Qiu, Min-Xuan and Lai, Shang-Hong}, title = {FIQA-FAS: Face Image Quality Assessment Based Face Anti-Spoofing}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1462-1470} }