Liste der Publikationen
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2024
Venkata Srinath Mannam, Andrey Makrushin, and Jana Dittmann: On Feasibility of Transferring Watermarks from Training Data to GAN-Generated Fingerprint Images, Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4: VISAPP, pp. 435-445, 2024; doi:10.5220/0012418100003660; pdf
2023
Dominik Söllinger, Simon Kirchgasser, Andrey Makrushin, Jana Dittmann, Andreas Uhl: Protocol Based Similarity Evaluation of Publicly Available Synthetic and Real Fingerprint Datasets, Proceedings of the 2023 IEEE International Joint Conference on Biometrics (IJCB'23), pp. 1-8, Ljubljana, Slovenia, September 25–28, 2023; doi:10.1109/IJCB57857.2023.10448569;
Andrey Makrushin, Venkata Srinath Mannam, and Jana Dittmann: Privacy-Friendly Datasets of Synthetic Fingerprints for Evaluation of Biometric Algorithms, Applied Sciences, vol. 13, no. 18: 10000, 2023; doi: 10.3390/app131810000; pdf
Andrey Makrushin, Andreas Uhl, and Jana Dittmann: A Survey on Synthetic Biometrics: Fingerprint, Face, Iris and Vascular Patterns, IEEE Access, vol. 11, pp. 33887-33899, 2023; doi: 10.1109/ACCESS.2023.3250852; pdf
Andrey Makrushin, Venkata Srinath Mannam, and Jana Dittmann: Data-Driven Fingerprint Reconstruction from Minutiae Based on Real and Synthetic Training Data, Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4: VISAPP, pp. 229-237, 2023; doi:10.5220/0011660800003417; pdf
Andrey Makrushin, Jana Dittmann: Synthetische Daten in der Biometrie, Datenschutz und Datensicherheit - DuD, Vol. 47, pp. 22–26, 2023; doi.org/10.1007/s11623-022-1710-8; pdf
2022
Andrey Makrushin, Venkata Srinath Mannam, Meghana Rao B.N., and Jana Dittmann: Data-driven Reconstruction of Fingerprints from Minutiae Maps, Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing (MMSP'22), Online, September 26–28, 2022; doi: 10.1109/MMSP55362.2022.9949242; pdf
2021
Andrey Makrushin, Mark Trebeljahr, Stefan Seidlitz, and Jana Dittmann: On feasibility of GAN-based fingerprint morphing, Proceedings of the 23th IEEE International Workshop on Multimedia Signal Processing (MMSP'21), Tampere, Finland, October 6–8, 2021; doi:10.1109/MMSP53017.2021.9733526; pdf
Christian Kraetzer, Andrey Makrushin, Jana Dittmann, and Mario Hildebrandt: Potential advantages and limitations of using information fusion in media forensics - a discussion on the example of detecting face morphing attacks, EURASIP Journal on Information Security 2021, Article 9 (2021); doi:10.1186/s13635-021-00123-4; pdf
Andrey Makrushin, Christof Kauba, Simon Kirchgasser, Stefan Seidlitz, Christian Kraetzer, Andreas Uhl, and Jana Dittmann: General Requirements on Synthetic Fingerprint Images for Biometric Authentication and Forensic Investigations, Proceedings of the 9th ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec'21), pp. 93–104, 2021; doi:10.1145/3437880.3460410; pdf
Stefan Seidlitz, Kris Jürgens, Andrey Makrushin, Christian Kraetzer, and Jana Dittmann: Generation of Privacy-friendly Datasets of Latent Fingerprint Images using Generative Adversarial Networks, Proceedings of the 16th Int. Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021) - Volume 4: VISAPP, pp. 345-352, 2021; doi:10.5220/0010251603450352; pdf
2020
Andrey Makrushin, Dennis Siegel, Jana Dittmann: Simulation of Border Control in an Ongoing Web-based Experiment for Estimating Morphing Detection Performance of Humans, Proceedings of the 8th ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec'20), pp. 91–96, June 22–24, 2020; doi:10.1145/3369412.3395073; pdf
2019
Clemens Seibold, Anna Hilsmann, Andrey Makrushin, Christian Kraetzer, Tom Neubert, Jana Dittmann, and Peter Eisert: Visual Feature Space Analyses of Face Morphing Detectors, Proceedings of the IEEE International Workshop on Information Forensics and Security (WIFS'19), Delft, Netherlands, December 9-12, 2019; doi:10.1109/WIFS47025.2019.9034983
Andrey Makrushin, Christian Kraetzer, Gregor Mittag, Hermann Birkholz, Uwe Rabeler, Andreas Wolf, Clemens Seibold, Anna Hilsmann, Peter Eisert, Lukasz Wandzik, Raul Vicente Garcia, and Jana Dittmann: Distributed and GDPR/IPR Compliant Benchmarking of Facial Morphing Attack Detection Services, Proceedings of the International Conference on Biometrics for Borders: Morphing and Morphing Attack Detection Methods (ICBB'19), Warsaw, Poland, October 9-10, 2019;
Andrey Makrushin, Christian Kraetzer, Jana Dittmann, Clemens Seibold, Anna Hilsmann, and Peter Eisert: Dempster-Shafer Theory for Fusing Face Morphing Detectors, Proceedings of the 27th European Signal Processing Conference (EUSIPCO'19), A Coruna, Spain, September 2-6, 2019; doi:10.23919/EUSIPCO.2019.8902533; pdf
Andrey Makrushin, Tom Neubert and Jana Dittmann: Humans Vs. Algorithms: Assessment of Security Risks Posed by Facial Morphing to Identity Verification at Border Control, Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4: VISAPP, pp. 513-520, Prague, Czech Republic, February 25-27, 2019; doi:10.5220/0007378905130520; pdf
2018
Andrey Makrushin, Andreas Wolf: An Overview of Recent Advances in Assessing and Mitigating the Face Morphing Attack, Proceedings of the 26th European Signal Processing Conference (EUSIPCO'18), pp. 1022-1026, Rome, Italy, September 3-7, 2018; doi:10.23919/eusipco.2018.8553599; pdf
Andrey Makrushin, Christian Kraetzer, Tom Neubert and Jana Dittmann: Generalized Benford's Law for Blind Detection of Morphed Face Images, Proceedings of the 6th ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec'18), pp. 49-54, Innsbruck, Austria, June 20-22, 2018; doi:10.1145/3206004.3206018; pdf
Tom Neubert, Andrey Makrushin, Mario Hildebrandt, Christian Kraetzer and Jana Dittmann: Extended StirTrace Benchmarking of Biometric and Forensic Qualities of Morphed Face Images, IET Biometrics, Volume 7, Issue 4, pp. 325–332, 2018; doi:10.1049/iet-bmt.2017.0147; pdf
2017
Christian Kraetzer, Andrey Makrushin, Tom Neubert, Mario Hildebrandt, and Jana Dittmann: Modeling Attacks on Photo-ID Documents and Applying Media Forensics for the Detection of Facial Morphing, Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec '17), pp. 21-32, Philadelphia, Pennsylvania, USA, June 20-22, 2017; doi:10.1145/3082031.3083244; pdf
M. Hildebrandt, T. Neubert, A. Makrushin, J. Dittmann: Benchmarking Face Morphing Forgery Detection: Application of StirTrace for Impact Simulation of Different Processing Steps, Proc. 5th International Conference on Biometrics and Forensics (IWBF), Coventry, UK, 4-5 April 2017; doi:10.1109/IWBF.2017.7935087; pdf
Andrey Makrushin, Tom Neubert and Jana Dittmann: Automatic Generation and Detection of Visually Faultless Facial Morphs, Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 6: VISAPP, pp. 39-50, Porto, Portugal, February 27 - March 1, 2017; doi:10.5220/0006131100390050; pdf
2015
Andrey Makrushin, Kun Qian, Claus Vielhauer and Tobias Scheidat: Forensic analysis: on the capability of optical sensors to visualize latent fingerprints on rubber gloves, Proc. 3rd International Workshop on Biometrics and Forensics, Gjøvik, Norway, 3-4 March, 2015; doi:10.1109/IWBF.2015.7110229; pdf
Andrey Makrushin, Tobias Scheidat and Claus Vielhauer: Capturing latent fingerprints from metallic painted surfaces using UV-VIS spectroscope, Proc. SPIE 9409, Media Watermarking, Security, and Forensics, 94090B, 2015; doi:10.1117/12.2078876; pdf
2014
Andrey Makrushin: Visual recognition systems in a car passenger compartment with the focus on facial driver identification, Dissertation, Otto-von-Guericke Universität Magdeburg, 22. Januar 2014; doi:10.25673/4084; pdf
2013
Mario Hildebrandt, Andrey Makrushin, Kun Qian, Jana Dittmann: Visibility Assessment of Latent Fingerprints on Challenging Substrates in Spectroscopic Scans, Proc. Communications and Multimedia Security (CMS), LNCS 8099, pp. 200-203, 2013; doi:10.1007/978-3-642-40779-6_18; pdf
Andrey Makrushin, Tobias Kiertscher, Mario Hildebrandt, Jana Dittmann, Claus Vielhauer: Visibility enhancement and validation of segmented latent fingerprints in crime scene forensics, Proc. SPIE 8665, Media Watermarking, Security, and Forensics 2013, 866508 (March 22, 2013); doi:10.1117/12.2003661
2012
Andrey Makrushin, Tobias Kiertscher, Robert Fischer, Stefan Gruhn, Claus Vielhauer, and Jana Dittmann: Computer-Aided Contact-Less Localization of Latent Fingerprints in Low-Resolution CWL Scans, Proc. CMS 2012, LNCS 7394, pp. 89-98, 2012; doi:10.1007/978-3-642-32805-3_7; pdf
Andrey Makrushin, Tobias Scheidat, and Claus Vielhauer: Improving Reliability of Biometric Hash Generation through the Selection of Dynamic Handwriting Features, Y.Q. Shi (Ed.): Transactions on DHMS VIII, LNCS 7228, pp. 19-41, 2012; doi:10.1007/978-3-642-31971-6_2
Andrey Makrushin, Mario Hildebrandt, Robert Fischer, Tobias Kiertscher, Jana Dittmann and Claus Vielhauer: Advanced techniques for latent fingerprint detection and validation using a CWL device, Proc. SPIE 8436, 84360V (2012); doi:10.1117/12.922235
Mario Hildebrandt, Christian Arndt, Andrey Makrushin and Jana Dittmann: Computer-aided fiber analysis for crime scene forensics, Proc. SPIE 8296, 829608 (2012); doi:10.1117/12.909852
Enrico Herrmann, Andrey Makrushin, Jana Dittmann and Claus Vielhauer: Driver/passenger discrimination for the interaction with the dual-view touch screen integrated to the automobile centre console, Proc. SPIE 8295, 82950W (2012); doi:10.1117/12.907925
Andrey Makrushin, Mario Hildebrandt, Jana Dittmann, Eric Clausing, Robert Fischer and Claus Vielhauer: 3D imaging for ballistics analysis using chromatic white light sensor, Proc. SPIE 8290, 829016 (2012); doi:10.1117/12.908105; pdf
2011
Houmani, N.; Garcia-Salicetti, S.; Dorizzi, B.; Montalvao, J.; Canuto, J.C.; Andrade, M.V.; Qiao, Y.; Wang, X.; Scheidat, T.; Makrushin, A.; Muramatsu, D.; Putz-Leszczynska, J.; Kudelski, M.; Faundez-Zanuy, M.; Pascual-Gaspar, J.M.; Cardenoso-Payo, V.; Vivaracho-Pascual, C.; Argones Riia, E.; Alba-Castro, J.L.; Kholmatov, A.; Yanikoglu, B.: BioSecure Signature Evaluation Campaign (ESRA'2011): evaluating systems on quality-based categories of skilled forgeries, Proc. International Joint Conference on Biometrics (IJCB11), pp. 1-10, Washington DC, 11-13 Oct., 2011. doi:10.1109/IJCB.2011.6117487
Andrey Makrushin, Tobias Scheidat, Claus Vielhauer: Towards Robust BioHash Generation For Dynamic Handwriting Using Feature Selection, Proc. 17th International Conference on Digital Signal Processing (DSP11), Corfu, Greece, 6-8 July, 2011. doi:10.1109/ICDSP.2011.6004943
Andrey Makrushin, Tobias Scheidat, Claus Vielhauer: Handwriting Biometrics: Feature Selection Based Improvements in Authentication and Hash Generation Accuracy; In C. Vielhauer et al. (Eds.): BioID 2011, LNCS 6583, pp. 37-48, 2011. doi:10.1007/978-3-642-19530-3_4
Andrey Makrushin, Jana Dittmann, Claus Vielhauer and Marcus Leich: User discrimination in automotive systems, Proc. SPIE 7870, 78700J (2011); doi:10.1117/12.872453
2010
Andrey Makrushin, Claus Vielhauer, Jana Dittmann: The Impact of ARTMAP to Appearance-Based Face Verification; In Proc. of the 2010 ACM SIGMM Multimedia and Security Workshop, Rom, Italien, 09.-10.09.2010, eds. Scott Craver, Jana Dittmann, pp. 89-94, 2010. doi:10.1145/1854229.1854248; pdf
Andrey Makrushin, Jana Dittmann, Claus Vielhauer, Mirko Langnickel and Christian Kraetzer: The feasibility test of state-of-the-art face detection algorithms for vehicle occupant detection, Proc. SPIE 7532, 75320V (2010); doi:10.1117/12.838964
Enrico Herrmann, Andrey Makrushin, Jana Dittmann, Claus Vielhauer, Mirko Langnickel and Christian Kraetzer: Hand-movement-based in-vehicle driver/front-seat passenger discrimination for centre console controls, Proc. SPIE 7532, 75320U (2010); doi:10.1117/12.838918
2009
Andrey Makrushin, Mirko Langnickel, Maik Schott, Claus Vielhauer, Jana Dittmann and Katharina Seifert: Car-Seat Occupancy Detection using a Monocular 360º NIR Camera and Advanced Template Matching; In Proc. 16th International Conference on Digital Signal Processing (DSP09), Santorini, Greece, 2009. doi:10.1109/ICDSP.2009.5201199; pdf
2008
Andrey Makrushin, Jana Dittmann, Stefan Kiltz, Tobias Hoppe: Exemplarische Mensch-Maschine-Interaktionsszenarien und deren Komfort-, Safety- und Security-Implikationen am Beispiel von Gesicht und Sprache; In: Alkassar, Siekmann (Hrsg.): Sicherheit 2008; "Sicherheit - Schutz und Zuverlässigkeit"; Beiträge der 4. Jahrestagung des Fachbereichs Sicherheit der Gesellschaft für Informatik e.V. (GI), 2.-4. April, Saarbrücken, pp. 315-327, 2008; isbn:978-3-88579-222-2, issn:1617-5468; pdf
2007
Tobias Scheidat, Andrey Makrushin, Claus Vielhauer: Automatic Template Update Strategies for Biometrics; Technical Report, May 2007, Otto-von-Guericke University Magdeburg, 2007; pdf
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