Contact
Mailing address:
Fraunhofer HHI
Einsteinufer 37
10587 Berlin
Germany
Visitor address:
Room 04-16
Salzufer 15/16
10587 Berlin
Phone: +49-(0)30-31002-146
E-mail:
Publications
2022
- C. Seibold, J. Künzel, A. Hilsmann, P. Eisert
From Explanations to Segmentation: Using Explainable AI for Image Segmentation, Proc. 17th International Conference on Computer Vision Theory and Applications (VISAPP), Feb. 2022 [PDF] - A. Cambeiro Barreiro, C. Seibold, A. Hilsmann, P. Eisert
Automated Damage Inspection of Power Transmission Towers from UAV Images, Proc. 17th International Conference on Computer Vision Theory and Applications (VISAPP), Feb. 2022 [PDF]
2021
- C. Seibold, A. Hilsmann, P. Eisert,
Feature Focus: Towards Explainable and Transparent Deep Face Morphing Attack Detectors, MDPI Computers, Sep. 2021 doi: 10.3390/computers10090117 - C. Seibold, A. Hilsmann, P. Eisert,
Focused LRP: Explainable AI for Face Morphing Attack Detection, 2021 IEEE Winter Conference on Applications of Computer Vision Workshops (WACVW), Jan. 2021 doi: 10.1109/WACVW52041.2021.00014 [PDF]
2020
- C. Seibold, W. Samek, A. Hilsmann, P. Eisert,
Accurate and Robust Neural Networks for Face Morphing Attack Detection, Journal of Information Security and Applications 53, Aug. 2020 doi: 10.1016/j.jisa.2020.102526
2019
- C. Seibold, A. Hilsmann, A. Makrushin, C. Kraetzer, T. Neubert, J. Dittmann, P. Eisert,
Visual Feature Space Analyses of Face Morphing Detectors, International Workshop on Information Forensics and Security (WIFS), Delft, The Netherlands, Dec. 2019 doi: 10.1109/WIFS47025.2019.9034983 - A. Makrushin, C. Kraetzer, J. Dittmann, C. Seibold, A. Hilsmann, P. Eisert,
Dempster-Shafer Theory for Fusing Face Morphing Detectors, Proc. European Signal Processing Conference (EUSIPCO), A Coruña, Spain, Sep. 2019 doi: 10.23919/EUSIPCO.2019.8902533 - C. Seibold, A. Hilsmann, P. Eisert,
Style Your Face Morph and Improve Your Face Morphing Attack Detector, 18th International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, Sep. 2019 [Arxiv] [URL]
2018
- C. Seibold, A. Hilsmann, P. Eisert,
Reflection Analysis for Face Morphing Attack Detection, Proc. European Signal Processing Conference (EUSIPCO), Rome, Italy, Sep. 2018 doi: 10.23919/EUSIPCO.2018.8553116 [Arxiv]
2017
- C. Seibold, W. Samek, A. Hilsmann, P. Eisert,
Detection of Face Morphing Attacks by Deep Learning, Proceedings of 16th International Workshop on Digital Forensics and Watermarking (IWDW2017), Magdeburg, Germany, Aug. 2017 doi: 10.1007/978-3-319-64185-0_9 [PDF] - C. Seibold, A. Hilsmann, P. Eisert,
Model-based motion blur estimation for the improvement of motion tracking, Computer Vision and Image Understanding, Volume 160, July. 2017 doi: 10.1016/j.cviu.2017.03.005
Short CV
| 12/2015 - present | Research Associate in the Computer Vision & Graphics Group at Fraunhofer HHI |
| 11/2009 - 01/2015 | Student Research Assistant, Department of Computer Science, Humboldt University Berlin |
| 10/2008 - 11/2015 | Diploma in Computer Science at Humboldt University Berlin |