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Project Description

This is "The Multimedia Signal Processing and Security Lab", short WaveLab, website. We are a research group at the Artificial Intelligence and Human Interfaces (AIHI) Department of the University of Salzburg led by Andreas Uhl. Our research is focused on Visual Data Processing and associated security questions. Most of our work is currently concentrated on Biometrics, Media Forensics and Media Security, Medical Image and Video Analysis, and application oriented fundamental research in digital humanities, individualised aquaculture and sustainable wood industry.
   

Biometric Sensor Forensics (BioSensors)

 

Project Description:

BioSensors (FWF project P26630) is a project on using media forensics to enhance biometric systems security. Image and video forensics have emerged to complement classical cryptographic techniques and active media security techniques, in application cases where these passive technologies can offer advantages to the more established methodologies. This projects aims to apply image forensic techniques in the context of fingerprint and iris biometric systems, by taking care of (1) the specific nature of biometric sensors and (2) the specific nature of biometric sample data. In particular, questions of biometric sensor authentication, biometric sample data integrity verification, and biometric sensor ageing will be covered. We will contribute to biometric system accuracy, reliability, and security with the results of this project.

 
 

Members:

  
 

Timeframe:

  • Mar 2014 - Feb 2017
  
 

Publications:

  1. [Lugstein21a  ] PRNU-based Deepfake Detection Florian Lugstein, Simon Baier, Gregor Bachinger, Andreas Uhl In Proceedings of the 2021 ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec '21), pp. 7-12, New York, NY, USA, Association for Computing Machinery, 2021
  2. [Debiasi19c   ] Detection of Face Morphing Attacks based on PRNU Analysis Ulrich Scherhag, Luca Debiasi, Christian Rathgeb, Christoph Busch, Andreas Uhl IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM) 1:4, pp. 302-317, 2019
  3. [Debiasi19a    ] Blind Source Camera Clustering of Criminal Case Data L. Debiasi, E. Leitet, K. Norell, T. Tachos, A. Uhl In Proceedings of the 7th International Workshop on Biometrics and Forensics (IWBF'19), pp. 1-6, Cancun, Mexico, May 2 - May 3, 2019
  4. [Debiasi18c    ] PRNU Variance Analysis for Morphed Face Image Detection Luca Debiasi, Christian Rathgeb, Ulrich Scherhag, Andreas Uhl, Christoph Busch In Proceedings of the IEEE 9th International Conference on Biometrics: Theory, Applications, and Systems (BTAS2018), pp. 1-8, Los Angeles, California, USA, October 22 - October 25, 2018
  5. [Kirchgasser18a   ] Fingerprint Template Ageing Revisited - It's the Quality, Stupid ! Simon Kirchgasser, Katy Castillo-Rosado, David Estevez-Breso, Emilio Rodriguez-Hernandez, Jose Hernandez-Palancar, Andreas Uhl In Proceedings of the IEEE 9th International Conference on Biometrics: Theory, Applications, and Systems (BTAS2018), pp. 1-8, Los Angeles, California, USA, October 22 - October 25, 2018
  6. [Ribeiro18a   ] Iris Super-Resolution using CNNs: is Photo-Realism Important to Iris Recognition? Eduardo Ribeiro, Andreas Uhl, Fernando Alonso-Fernandez IET Biometrics 1:8, pp. 69-78, 2018
  7. [Soellinger18a   ] Non-reference image quality assessment and natural scene statistics to counter biometric sensor spoofing Dominik Söllinger, Pauline Trung, Andreas Uhl IET Biometrics 7:4, pp. 314-324, 2018
  8. [Kauba18b   ] Robustness of Finger-Vein Recognition Christof Kauba, Andreas Uhl In Martin Drahanský, editor, Hand-Based Biometrics: Methods and technology, pp. 193-216, London, UK, IET, 2018
  9. [Debiasi18a    ] PRNU-based Detection of Morphed Face Images L. Debiasi, U. Scherhag, C. Rathgeb, A. Uhl, C. Busch In Proceedings of the 6th International Workshop on Biometrics and Forensics (IWBF'18), pp. 1-7, Sassari, Italy, June 7 - June 8, 2018
  10. [Kauba17a    ] Identifying the Origin of Iris Images Based on Fusion of Local Image Descriptors and PRNU Based Techniques Christof Kauba, Luca Debiasi, Andreas Uhl In Proceedings of the IAPR/IEEE International Joint Conference on Biometrics (IJCB'17), pp. 294-301, Denver, Colorado, USA, October 1 - October 4, 2017
  11. [Debiasi17a   ] PRNU Enhancement Effects on Biometric Source Sensor Attribution Luca Debiasi, Andreas Uhl IET Biometrics 4:6, pp. 256-265, 2017
  12. [Debiasi17b   ] Identifying Iris Sensors from Iris Images Luca Debiasi, Christof Kauba, Andreas Uhl In Christian Rathgeb, Christoph Busch, editors, Iris and Periocular Biometric Recognition, pp. 359-382, London, UK, IET, 2017
  13. [Bhogal17a  ] Non-reference image quality assessment for biometric presentation attack detection (Best Reviewed Papers Session) Amrit Pal Singh Bhogal, Dominik Söllinger, Pauline Trung, Andreas Uhl In Proceedings of the 5th International Workshop on Biometrics and Forensics (IWBF'17), pp. 1-6, Coventry, United Kindom, April 4 - 5, 2017
  14. [Bhogal17b  ] Non-reference image quality assessment for fingervein presentation attack detection Amrit Pal Singh Bhogal, Dominik Söllinger, Pauline Trung, Jutta Hämmerle-Uhl, Andreas Uhl In Proceedings of 20th Scandinavian Conference on Image Analysis (SCIA'17), pp. 184-196, Springer Lecture Notes on Computer Science, 10269, 2017
  15. [Ribeiro17a  ] Exploring Deep Learning Image Super-Resolution for Iris Recognition Eduardo Ribeiro, Andreas Uhl, Fernando Alonso-Fernandez, Reuben A. Farrugia In Proc. of the 25th European Signal Processing Conference (EUSIPCO 2017), Kos Island, Greece, August 28 - September 2, 20172017
  16. [Ribeiro17b  ] Exploring Texture Transfer Learning via Convolutional Neural Networks for Iris Super Resolution Eduardo Ribeiro, Andreas Uhl In Arslan Brömme, Christoph Busch, Christian Rathgeb, Andreas Uhl, editors, Proceedings of the 2017 International Conference of the Biometrics Special Interest Group (BIOSIG'17), Darmstadt, Germany 2017, LNI, GI / IEEE, 2017
  17. [Kirchgasser17c   ] Fingerprint Template Ageing vs. Template Changes Revisited Simon Kirchgasser, Andreas Uhl In Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG'17), pp. 1-12, Darmstadt, Germany, September 20 - 22, 2017
  18. [Bergmueller17a  ] Recompression effects in iris recognition Thomas Bergmüller, Eleftherios Christopoulos, Kevin Fehrenbach, Martin Schnöll, Andreas Uhl Image and Vision Computing (Special Section on the Best of Biometrics 2015) 58, pp. 142-157, 2017
  19. [Kauba16f   ] Fingerprint Recognition under the Influence of Sensor Ageing Christof Kauba, Andreas Uhl IET Biometrics 4:6, pp. 245-255, 2016
  20. [Aslan16a  ] Design and Exploration of Mid-air Authentication Gestures I. Aslan, A. Uhl, A. Meschtscherjakov, M. Tscheligi ACM Transactions on Interactive Intelligent Systems 6:23, pp. 1-22, 2016
  21. [Kauba16c   ] PRNU-Based Image Alignment for Defective Pixel Detection Christof Kauba, Andreas Uhl In Proceedings of the IEEE Eighth International Conference on Biometrics: Theory, Applications, and Systems (BTAS2016), pp. 1-6, Niagara Falls, Buffalo, New York, USA, September 6 - September 9, 2016
  22. [Piciucco16a  ] Cancelable Biometrics for Finger Vein Recognition Emanuela Piciucco, Emanuele Maiorana, Christof Kauba, Andreas Uhl, Patrizio Campisi In Proceedings of the 1st Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE 2016), pp. 1-6, Aalborg, Denmark, July 6 - July 8, 2016
  23. [Kauba16a   ] Fingerprint Recognition under the Influence of Sensor Ageing Christof Kauba, Andreas Uhl In Proceedings of the 4th International Workshop on Biometrics and Forensics (IWBF'16), pp. 1-6, Limassol, Cyprus, March 3 - March 4, 2016
  24. [Hofbauer16a   ] Experimental Analysis Regarding the Influence of Iris Segmentation on the Recognition Rate Heinz Hofbauer, Fernando Alonso-Fernandez, Josef Bigun, Andreas Uhl IET Biometrics 5:3, pp. 200-211, 2016
  25. [Rathgeb16a   ] Design Decisions for an Iris Recognition SDK Christian Rathgeb, Andreas Uhl, Peter Wild, Heinz Hofbauer In Kevin Bowyer, Mark J. Burge, editors, Handbook of Iris Recognition, Advances in Computer Vision and Pattern Recognition, Springer, 2016
  26. [Debiasi16a    ] Comparison of PRNU Enhancement Techniques to generate PRNU Fingerprints for Biometric Source Sensor Attribution L. Debiasi, A. Uhl In Proceedings of the 4th International Workshop on Biometrics and Forensics (IWBF'16), pp. 1-6, Limassol, Cyprus, March 3 - March 4, 2016
  27. [Hofbauer16b    ] Calculating a boundary for the Significance from the Equal-Error Rate Heinz Hofbauer, Andreas Uhl In Proceedings of the 9th IAPR/IEEE International Conference on Biometrics (ICB'16), pp. 1-4, 2016
  28. [Rathgeb16b   ] TripleA: Accelerated Accuracy-preserving Alignment for Iris-Codes Christian Rathgeb, Heinz Hofbauer, Andreas Uhl, Christoph Busch In Proceedings of the 9th IAPR/IEEE International Conference on Biometrics (ICB'16), pp. 1-8, 2016
  29. [Ablinger16a ] Compression Standards in Fingervein Recognition Victoria Ablinger, Cornelia Zenz, Jutta Hämmerle-Uhl, Andreas Uhl In Proceedings of the 9th IAPR/IEEE International Conference on Biometrics (ICB'16), pp. 1-7, 2016
  30. [Hofbauer16d     ] Isolating Iris Template Ageing in a Semi-controlled Environment Heinz Hofbauer, Inmaculada Tomeo-Reyes, Andreas Uhl In Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG'16), pp. 8, Darmstadt, Germany, September 21 - 23, 2016
  31. [Kocher16a ] Empirical Evaluation of LBP-Extension Features for Finger Vein Spoofing Detection Daniel Kocher, Stefan Schwarz, Andreas Uhl In Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG'16), pp. 8, Darmstadt, Germany, September 21 - 23, 2016
  32. [Kocher16b ] LBP Extensions used in Finger Vein Spoofing Detection Daniel Kocher, Stefan Schwarz, Andreas Uhl Department of Computer Sciences, University of Salzburg, Austriahttp://www.cosy.sbg.ac.at/tr, Technical Report 2016-04, 2016
  33. [Wild17a   ] Robust Iris Image Segmentation Peter Wild, Heinz Hofbauer, James Ferryman, Andreas Uhl In Christian Rathgeb, Christoph Busch, editors, Iris and Periocular Biometrics, pp. 57-83, London, UK, IET, 2016
  34. [Bergmueller15a  ] Recompression effects in iris segmentation Thomas Bergmüller, Eleftherios Christopoulos, Martin Schnöll, Andreas Uhl In Proceedings of the 8th IAPR/IEEE International Conference on Biometrics (ICB'15), pp. 1-8, Phuket, Thailand, May 19 - May 22, 2015
  35. [Kauba15a   ] Sensor Ageing Impact on Finger-Vein Recognition Christof Kauba, Andreas Uhl In Proceedings of the 8th IAPR/IEEE International Conference on Biometrics (ICB'15), pp. 1-8, Phuket, Thailand, May 19 - May 22, 2015
  36. [Debiasi15c  ] A Forensic Analysis of the CASIA-Iris V4 Database Luca Debiasi Master thesis, Department of Computer Sciences, University of Salzburg, Austria, July 2015
  37. [Kauba15c  ] Impact of Sensor Ageing on Finger-Image based Biometric Recognition Systems Christof Kauba Master thesis, Department of Computer Sciences, University of Salzburg, Austria, January 2015
  38. [Kauba15d  ] Fingerprint Recognition under the Influence of Sensor Ageing Christof Kauba, Andreas Uhl Department of Computer Sciences, University of Salzburg, Austriahttp://www.cosy.sbg.ac.at/tr, Technical Report 2015-10, 2015
  39. [Elmer15a  ] Exploring Compression Impact on Face Detection Using Haar-like Features Peter Elmer, Artur Lupp, Stefan Sprenger, Rene Thaler, Andreas Uhl In Proceedings of the 19th Scandinavian Conference on Image Analysis (SCIA'15), pp. 53-64, Springer LNCS, 9127, 2015
  40. [Wild15b   ] Impact of (segmentation) quality on long vs. short-timespan assessments in iris recognition performance Peter Wild, James Ferryman, Andreas Uhl IET Biometrics 4:4, pp. 227-235, IET, 2015
  41. [Kauba15b   ] Robustness Evaluation of Hand Vein Recognition Systems Christof Kauba, Andreas Uhl In Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG'15), pp. 1-8, Darmstadt, Germany, September 9 - 11, 2015
  42. [Debiasi15b    ] Blind Biometric Source Sensor Recognition Using Advanced PRNU Fingerprints L. Debiasi, A. Uhl In Proceedings of the 2015 European Signal Processing Conference (EUSIPCO'15), pp. 779-783, Nice, France, 2015
  43. [Debiasi15a    ] Techniques for a Forensic Analysis of the CASIA-Iris V4 Database L. Debiasi, A. Uhl In Proceedings of the 3rd International Workshop on Biometrics and Forensics (IWBF'15), pp. 1-8, Gjovik, Norway, 2015
  44. [Haemmerle14b ] Recognition impact of JPEG2000 Part 2 wavelet packet subband structures in IREX K3 iris Image Compression J. Hämmerle-Uhl, E. Tillian, A. Uhl International Jounal of Information and Electronics Engineering (Proceedings of ICSIA'14) 5:1, pp. 51-54, 2015
  45. [Haemmerle15a ] Size-reduction strategies for iris codes J. Hämmerle-Uhl, G. Penn, G. Pötzelsberger, A. Uhl International Jounal of Computer, Control, Quantum and Information Engineering (Proceedings of International Conference on Image Processing, Analysis and Computer Vision ICIPAVC'15) 9:1, pp. 290-293, 2015
  46. [Haemmerle14c ] General Purpose Bivariate Quality-Metrics for Fingerprint-Image Assessment Revisited J. Hämmerle-Uhl, M. Pober, A. Uhl In Proceedings of the IEEE International Conference on Image Processing (ICIP'14)Paris, France, October 27-30, 2014
  47. [Aslan14a ] Mid-air Authentication Gestures: An Exploration of Authentication Based on Palm and Finger Motions (Nominee for Outstanding Paper Award) I. Aslan, A. Uhl, A. Meschtscherjakov, M. Tscheligi In Proceedings of the 16th International Conference on Multimodal Interaction, pp. 311-318, 2014
  48. [Debiasi14a    ] Generation of iris sensor PRNU fingerprints from uncorrelated data L. Debiasi, Z. Sun, A. Uhl In Proceedings of the 2nd International Workshop on Biometrics and Forensics (IWBF'14), pp. 1-6, Valletta, Malta, 2014
  49. [Debiasi14b    ] Impact of sensor ageing on iris recognition T. Bergmüller, L. Debiasi, Z. Sun, A. Uhl In Proceedings of the IAPR/IEEE International Joint Conference on Biometrics (IJCB'14), pp. 1-8, Clearwater, Florida, USA, 2014
 
Multimedia Signal Processing
and Security Lab
Saturday, 23-Nov-2024 09:13:22 CET