Journal Articles

1. [Joechl23a  ] Content Bias in Deep Learning Image Age Approximation: A new Approach Towards better Explainability Robert Jöchl, Andreas Uhl Pattern Recognition Letters 182, pp. 90-96, 2024

Conference Papers

1. [Joechl24a  ] PLUS Temporal Image Forensics Dataset Robert Joechl, Andreas Uhl In 2024 IEEE International Workshop on Information Forensics and Security (WIFS), pp. 1-6, Rome, Italy, December 2 - December 5, 2024, [accepted]
2. [Joechl22b    ] Deep Learning Image Age Approximation - What is more Relevant: Image Content or Age Information? Robert Joechl, Andreas Uhl In 21th International Workshop on Digital-forensics and Watermarking (IWDW2022), pp. 114-128, Guilin, China, Springer LNCS, 13825, November 19 - November 21, 2022
3. [Soellinger22a  ] Can point-cloud based neural networks learn fingerprint variability? Dominik Söllinger, Robert Jöchl, Simon Kirchgasser, Andreas Uhl In Proceedings of the IEEE 21th International Conference of the Biometrics Special Interest Group (BIOSIG 2022), pp. 1-8, Darmstadt, Germany, September 14 - September 16, 2022
4. [Joechl21c   ] Effects of Image Compression on Image Age Approximation Robert Joechl, Andreas Uhl In 20th International Workshop on Digital-forensics and Watermarking (IWDW2021), pp. 102-116, Beijing, China, Springer LNCS, 13180, Springer International Publishing, November 20 - November 22, 2021
5. [Joechl21b   ] Apart from In-Field Sensor Defects, are there Additional Age Traces Hidden in a Digital Image? Robert Joechl, Andreas Uhl In 2021 IEEE International Workshop on Information Forensics and Security (WIFS), pp. 1-6, Montpellier, France, December 7 - December 10, 2021
6. [Joechl21a     ] Identification Of In-Field Sensor Defects In The Context Of Image Age Approximation Robert Joechl, Andreas Uhl In 2021 IEEE International Conference on Image Processing (ICIP), pp. 3043-3047, Anchorage, AK, USA, September 19 - September 22, 2021
7. [Kauba21c ] Assessment of Sensor Ageing-Impact in Air Travelled Fingerprint Capturing Devices Christof Kauba, Simon Kirchgasser, Robert Jöchl, Andreas Uhl In Proceedings of the IEEE 20th International Conference of the Biometrics Special Interest Group (BIOSIG 2021), pp. 1-8, Darmstadt, Germany, September 15 - September 17, 2021
8. [Joechl20a   ] A Machine Learning Approach to Approximate the Age of a Digital Image Robert Joechl, Andreas Uhl In Digital Forensics and Watermarking: 19th International Workshop, IWDW 2020, Melbourne, VIC, Australia, November 25--27, 2020, Revised Selected Papers, pp. 181-195, Springer LNCS, 12617, Springer International Publishing, 2021

Miscellaneous

1. [Joechl22a   ] Device (In)Dependence of Deep Learning-based Image Age Approximation Robert Joechl, Andreas Uhl 2024, Note: This work was accepted and presented in: 2022 ICPR-Workshop on Artificial Intelligence for Multimedia Forensics and Disinformation Detection. Montreal, Quebec, Canada. However, due to a technical issue on the publishing companies’ side, the work does not appear in the workshop proceedings