17 Publications
2023 | Conference Paper | LibreCat-ID: 53358
Terhörst, Philipp, Malte Ihlefeld, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “QMagFace: Simple and Accurate Quality-Aware Face Recognition.” In 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, 2023. https://doi.org/10.1109/wacv56688.2023.00348.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53357
Biagi, Clara, Louis Rethfeld, Arjan Kuijper, and Philipp Terhörst. “Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment.” In 2023 IEEE International Joint Conference on Biometrics (IJCB). IEEE, 2023. https://doi.org/10.1109/ijcb57857.2023.10448905.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53356
Terhörst, Philipp, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “Pixel-Level Face Image Quality Assessment for Explainable Face Recognition.” IEEE Transactions on Biometrics, Behavior, and Identity Science 5, no. 2 (2023): 288–97. https://doi.org/10.1109/tbiom.2023.3263186.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53355
Neto, Pedro C., Ana F. Sequeira, Jaime S. Cardoso, and Philipp Terhörst. “PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric Face Recognition.” In 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE, 2023. https://doi.org/10.1109/cvprw59228.2023.00109.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53354
Huber, Marco, Philipp Terhörst, Florian Kirchbuchner, Arjan Kuijper, and Naser Damer. “Uncertainty-Aware Comparison Scores for Face Recognition.” In 2023 11th International Workshop on Biometrics and Forensics (IWBF). IEEE, 2023. https://doi.org/10.1109/iwbf57495.2023.10157282.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 38126
Terhörst, Philipp, Malte Ihlefeld, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “QMagFace: Simple and Accurate Quality-Aware Face Recognition.” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 3484–94, 2023.
LibreCat
2022 | Journal Article | LibreCat-ID: 38128
Terhörst, Philipp, Florian Bierbaum, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations.” International IEEE Joint Conference on Biometrics, IJCB 2022, Abu Dhabi, United Arab Emirates, October 10-13, 2022, 2022, 1–8.
LibreCat
2022 | Conference Paper | LibreCat-ID: 38127
Huber, Marco, Philipp Terhörst, Florian Kirchbuchner, Naser Damer, and Arjan Kuijper. “On Evaluating Pixel-Level Face Image Quality Assessment.” In 2022 30th European Signal Processing Conference (EUSIPCO), 1052–56, 2022.
LibreCat
2022 | Journal Article | LibreCat-ID: 34716
Terhörst, Philipp, Jan Niklas Kolf, Marco Huber, Florian Kirchbuchner, Naser Damer, Aythami Morales Moreno, Julian Fierrez, and Arjan Kuijper. “A Comprehensive Study on Face Recognition Biases Beyond Demographics.” IEEE Transactions on Technology and Society 3, no. 1 (2022): 16–30. https://doi.org/10.1109/TTS.2021.3111823.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 34710
Huber, Marco, Philipp Terhörst, Anh Thi Luu, Florian Kirchbuchner, and Naser Damer. “Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-Aware Face Recognition.” In 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, 938–944. IEEE, 2022. https://doi.org/10.1109/ICPR56361.2022.9956452.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34709
Roig, Dailé Osorio, Christian Rathgeb, Pawel Drozdowski, Philipp Terhörst, Vitomir Struc, and Christoph Busch. “An Attack on Facial Soft-Biometric Privacy Enhancement.” IEEE Trans. Biom. Behav. Identity Sci. 4, no. 2 (2022): 263–275. https://doi.org/10.1109/TBIOM.2022.3172724.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34617
Huber, Marco, Philipp Terhörst, Florian Kirchbuchner, Naser Damer, and Arjan Kuijper. “Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition.” 33nd British Machine Vision Conference 2022, 2022. https://doi.org/10.48550/ARXIV.2210.10354.
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 34715
Terhörst, Philipp, André Boller, Naser Damer, Florian Kirchbuchner, and Arjan Kuijper. “MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment Based on Minutia Detection Confidence.” In International IEEE Joint Conference on Biometrics, IJCB 2021, Shenzhen, China, August 4-7, 2021, 1–8. IEEE, 2021. https://doi.org/10.1109/IJCB52358.2021.9484404.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 34714
Meden, Blaz, Peter Rot, Philipp Terhörst, Naser Damer, Arjan Kuijper, Walter J. Scheirer, Arun Ross, Peter Peer, and Vitomir Struc. “Privacy-Enhancing Face Biometrics: A Comprehensive Survey.” IEEE Trans. Inf. Forensics Secur. 16 (2021): 4147–4183. https://doi.org/10.1109/TIFS.2021.3096024.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 34713
Terhörst, Philipp, Daniel Fährmann, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, and Arjan Kuijper. “MAAD-Face: A Massively Annotated Attribute Dataset for Face Images.” IEEE Trans. Inf. Forensics Secur. 16 (2021): 3942–3957. https://doi.org/10.1109/TIFS.2021.3096120.
LibreCat
| DOI
2021 | Dissertation | LibreCat-ID: 34711
Terhörst, Philipp. Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems. Technical University of Darmstadt, Germany, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 34712
Terhörst, Philipp, Daniel Fährmann, Naser Damer, Florian Kirchbuchner, and Arjan Kuijper. “On Soft-Biometric Information Stored in Biometric Face Embeddings.” IEEE Trans. Biom. Behav. Identity Sci. 3, no. 4 (2021): 519–534. https://doi.org/10.1109/TBIOM.2021.3093920.
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17 Publications
2023 | Conference Paper | LibreCat-ID: 53358
Terhörst, Philipp, Malte Ihlefeld, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “QMagFace: Simple and Accurate Quality-Aware Face Recognition.” In 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, 2023. https://doi.org/10.1109/wacv56688.2023.00348.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53357
Biagi, Clara, Louis Rethfeld, Arjan Kuijper, and Philipp Terhörst. “Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment.” In 2023 IEEE International Joint Conference on Biometrics (IJCB). IEEE, 2023. https://doi.org/10.1109/ijcb57857.2023.10448905.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53356
Terhörst, Philipp, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “Pixel-Level Face Image Quality Assessment for Explainable Face Recognition.” IEEE Transactions on Biometrics, Behavior, and Identity Science 5, no. 2 (2023): 288–97. https://doi.org/10.1109/tbiom.2023.3263186.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53355
Neto, Pedro C., Ana F. Sequeira, Jaime S. Cardoso, and Philipp Terhörst. “PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric Face Recognition.” In 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE, 2023. https://doi.org/10.1109/cvprw59228.2023.00109.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53354
Huber, Marco, Philipp Terhörst, Florian Kirchbuchner, Arjan Kuijper, and Naser Damer. “Uncertainty-Aware Comparison Scores for Face Recognition.” In 2023 11th International Workshop on Biometrics and Forensics (IWBF). IEEE, 2023. https://doi.org/10.1109/iwbf57495.2023.10157282.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 38126
Terhörst, Philipp, Malte Ihlefeld, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “QMagFace: Simple and Accurate Quality-Aware Face Recognition.” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 3484–94, 2023.
LibreCat
2022 | Journal Article | LibreCat-ID: 38128
Terhörst, Philipp, Florian Bierbaum, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations.” International IEEE Joint Conference on Biometrics, IJCB 2022, Abu Dhabi, United Arab Emirates, October 10-13, 2022, 2022, 1–8.
LibreCat
2022 | Conference Paper | LibreCat-ID: 38127
Huber, Marco, Philipp Terhörst, Florian Kirchbuchner, Naser Damer, and Arjan Kuijper. “On Evaluating Pixel-Level Face Image Quality Assessment.” In 2022 30th European Signal Processing Conference (EUSIPCO), 1052–56, 2022.
LibreCat
2022 | Journal Article | LibreCat-ID: 34716
Terhörst, Philipp, Jan Niklas Kolf, Marco Huber, Florian Kirchbuchner, Naser Damer, Aythami Morales Moreno, Julian Fierrez, and Arjan Kuijper. “A Comprehensive Study on Face Recognition Biases Beyond Demographics.” IEEE Transactions on Technology and Society 3, no. 1 (2022): 16–30. https://doi.org/10.1109/TTS.2021.3111823.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 34710
Huber, Marco, Philipp Terhörst, Anh Thi Luu, Florian Kirchbuchner, and Naser Damer. “Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-Aware Face Recognition.” In 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, 938–944. IEEE, 2022. https://doi.org/10.1109/ICPR56361.2022.9956452.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34709
Roig, Dailé Osorio, Christian Rathgeb, Pawel Drozdowski, Philipp Terhörst, Vitomir Struc, and Christoph Busch. “An Attack on Facial Soft-Biometric Privacy Enhancement.” IEEE Trans. Biom. Behav. Identity Sci. 4, no. 2 (2022): 263–275. https://doi.org/10.1109/TBIOM.2022.3172724.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34617
Huber, Marco, Philipp Terhörst, Florian Kirchbuchner, Naser Damer, and Arjan Kuijper. “Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition.” 33nd British Machine Vision Conference 2022, 2022. https://doi.org/10.48550/ARXIV.2210.10354.
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 34715
Terhörst, Philipp, André Boller, Naser Damer, Florian Kirchbuchner, and Arjan Kuijper. “MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment Based on Minutia Detection Confidence.” In International IEEE Joint Conference on Biometrics, IJCB 2021, Shenzhen, China, August 4-7, 2021, 1–8. IEEE, 2021. https://doi.org/10.1109/IJCB52358.2021.9484404.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 34714
Meden, Blaz, Peter Rot, Philipp Terhörst, Naser Damer, Arjan Kuijper, Walter J. Scheirer, Arun Ross, Peter Peer, and Vitomir Struc. “Privacy-Enhancing Face Biometrics: A Comprehensive Survey.” IEEE Trans. Inf. Forensics Secur. 16 (2021): 4147–4183. https://doi.org/10.1109/TIFS.2021.3096024.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 34713
Terhörst, Philipp, Daniel Fährmann, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, and Arjan Kuijper. “MAAD-Face: A Massively Annotated Attribute Dataset for Face Images.” IEEE Trans. Inf. Forensics Secur. 16 (2021): 3942–3957. https://doi.org/10.1109/TIFS.2021.3096120.
LibreCat
| DOI
2021 | Dissertation | LibreCat-ID: 34711
Terhörst, Philipp. Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems. Technical University of Darmstadt, Germany, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 34712
Terhörst, Philipp, Daniel Fährmann, Naser Damer, Florian Kirchbuchner, and Arjan Kuijper. “On Soft-Biometric Information Stored in Biometric Face Embeddings.” IEEE Trans. Biom. Behav. Identity Sci. 3, no. 4 (2021): 519–534. https://doi.org/10.1109/TBIOM.2021.3093920.
LibreCat
| DOI