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Christian Riess

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affiliation: University of Erlangen-Nuremberg, Germany

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Books and Theses

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2013
[b1]
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Christian Riess:
Physics-based and statistical features for image forensics = Physikalische und statistische Merkmale in der Bildforensik. University of Erlangen-Nuremberg, 2013, pp. 1-218

Journal Articles

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2024
[j30]
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Lea Uhlenbrock, Giulia Canova, Denise Moussa, Monika Simmler, Christian Riess:
Synthetische Bilddaten vor Gericht. Datenschutz und Datensicherheit (dud) 48(10): 660-666 (2024)
[j29]
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Anatol Maier, Christian Riess:
Reliable Out-of-Distribution Recognition of Synthetic Images. J. Imaging 10(5): 110 (2024)
[j28]
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Sandra Bergmann, Denise Moussa, Fabian Brand, André Kaup, Christian Riess:
Forensic analysis of AI-compression traces in spatial and frequency domain. Pattern Recognit. Lett. 180: 41-47 (2024)
2023
[j27]
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Anatol Maier, Christian Riess:
Zuverlässigkeit von KI in der Multimedia-Forensik. Datenschutz und Datensicherheit (dud) 47(4): 215-219 (2023)
[j26]
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Mohammad Joshaghani, AmirAbbas Davari, Faezeh Nejati Hatamian, Andreas K. Maier, Christian Riess:
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
[j25]
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Benedikt Lorch, Franziska Schirrmacher, Anatol Maier, Christian Riess:
On the Security of the One-and-a-Half-Class Classifier for SPAM Feature-Based Image Forensics. IEEE Trans. Inf. Forensics Secur. 18: 2466-2479 (2023)
[j24]
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Franziska Schirrmacher, Benedikt Lorch, Anatol Maier, Christian Riess:
Benchmarking Probabilistic Deep Learning Methods for License Plate Recognition. IEEE Trans. Intell. Transp. Syst. 24(9): 9203-9216 (2023)
2022
[j23]
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Benjamin Christopher Hadwiger, Christian Riess:
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images. IEEE Trans. Inf. Forensics Secur. 17: 2614-2627 (2022)
2021
[j22]
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Lina Felsner, Philipp Roser, Andreas Maier, Christian Riess:
Comparison of methods for sensitivity correction in Talbot-Lau computed tomography. Int. J. Comput. Assist. Radiol. Surg. 16(12): 2099-2106 (2021)
[j21]
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Sergiu Deitsch, Claudia Buerhop-Lutz, Evgenii Sovetkin, Ansgar Steland, Andreas Maier, Florian Gallwitz, Christian Riess:
Segmentation of photovoltaic module cells in uncalibrated electroluminescence images. Mach. Vis. Appl. 32(4): 84 (2021)
[j20]
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Benedikt Lorch, Franziska Schirrmacher, Anatol Maier, Christian Riess:
Reliable Camera Model Identification Using Sparse Gaussian Processes. IEEE Signal Process. Lett. 28: 912-916 (2021)
2020
[j19]
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Patrick Mullan, Christian Riess, Felix C. Freiling:
Towards Open-Set Forensic Source Grouping on JPEG Header Information. Digit. Investig. 32 Supplement: 300916 (2020)
[j18]
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Thomas Köhler, Michel Bätz, Farzad Naderi, André Kaup, Andreas Maier, Christian Riess:
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data. IEEE Trans. Pattern Anal. Mach. Intell. 42(11): 2944-2959 (2020)
[j17]
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Gaston Pugliese, Christian Riess, Freya Gassmann, Zinaida Benenson:
Long-Term Observation on Browser Fingerprinting: Users' Trackability and Perspective. Proc. Priv. Enhancing Technol. 2020(2): 558-577 (2020)
[j16]
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Franziska Schirrmacher, Christian Riess, Thomas Köhler:
Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems. IEEE Trans. Computational Imaging 6: 503-517 (2020)
[j15]
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Lina Felsner, Sebastian Kaeppler, Andreas K. Maier, Christian Riess:
Truncation Correction for X-ray Phase-Contrast Region-of-Interest Tomography. IEEE Trans. Computational Imaging 6: 625-639 (2020)
[j14]
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Falko Matern, Christian Riess, Marc Stamminger:
Gradient-Based Illumination Description for Image Forgery Detection. IEEE Trans. Inf. Forensics Secur. 15: 1303-1317 (2020)
2019
[j13]
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Johannes Bopp, Veronika Ludwig, Maria Seifert, Georg Pelzer, Andreas K. Maier, Gisela Anton, Christian Riess:
Simulation study on X-ray phase contrast imaging with dual-phase gratings. Int. J. Comput. Assist. Radiol. Surg. 14(1): 3-10 (2019)
[j12]
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Patrick Mullan, Christian Riess, Felix C. Freiling:
Forensic source identification using JPEG image headers: The case of smartphones. Digit. Investig. 28 Supplement: S68-S76 (2019)
[j11]
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Frederik Armknecht, Zinaida Benenson, Philipp Morgner, Christian Müller, Christian Riess:
Privacy implications of room climate data. J. Comput. Secur. 27(1): 113-136 (2019)
[j10]
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AmirAbbas Davari, Hasan Can Ozkan, Andreas K. Maier, Christian Riess:
Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2107-2120 (2019)
2018
[j9]
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AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess:
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. IEEE Geosci. Remote. Sens. Lett. 15(6): 942-946 (2018)
[j8]
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Peter Fürsattel, Simon Placht, Andreas K. Maier, Christian Riess:
Geometric primitive refinement for structured light cameras. Mach. Vis. Appl. 29(2): 313-327 (2018)
2017
[j7]
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Peter Fürsattel, Claus Plank, Andreas K. Maier, Christian Riess:
Accurate laser scanner to camera calibration with application to range sensor evaluation. IPSJ Trans. Comput. Vis. Appl. 9: 21 (2017)
[j6]
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Christian Riess, Mathias Unberath, Farzad Naderi, Sven Pfaller, Marc Stamminger, Elli Angelopoulou:
Handling multiple materials for exposure of digital forgeries using 2-D lighting environments. Multim. Tools Appl. 76(4): 4747-4764 (2017)
2016
[j5]
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Johannes Rausch, Andreas K. Maier, Rebecca Fahrig, Jang Hwan Choi, Waldo Hinshaw, Frank Schebesch, Sven Haase, Jakob Wasza, Joachim Hornegger, Christian Riess:
Kinect-Based Correction of Overexposure Artifacts in Knee Imaging with C-Arm CT Systems. Int. J. Biomed. Imaging 2016: 2502486:1-2502486:15 (2016)
[j4]
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Peter Fürsattel, Simon Placht, Michael Balda, Christian Schaller, Hannes G. Hofmann, Andreas K. Maier, Christian Riess:
A Comparative Error Analysis of Current Time-of-Flight Sensors. IEEE Trans. Computational Imaging 2(1): 27-41 (2016)
2014
[j3]
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Shida Beigpour, Christian Riess, Joost van de Weijer, Elli Angelopoulou:
Multi-Illuminant Estimation With Conditional Random Fields. IEEE Trans. Image Process. 23(1): 83-96 (2014)
2013
[j2]
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Tiago Jose de Carvalho, Christian Riess, Elli Angelopoulou, Hélio Pedrini, Anderson de Rezende Rocha:
Exposing Digital Image Forgeries by Illumination Color Classification. IEEE Trans. Inf. Forensics Secur. 8(7): 1182-1194 (2013)
2012
[j1]
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Vincent Christlein, Christian Riess, Johannes Jordan, Corinna Riess, Elli Angelopoulou:
An Evaluation of Popular Copy-Move Forgery Detection Approaches. IEEE Trans. Inf. Forensics Secur. 7(6): 1841-1854 (2012)

Conference and Workshop Papers

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2024
[c60]
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Christian Riess:
Dreams and Drama of Applied Image Forensics. IH&MMSec 2024: 3-4
[c59]
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Lea Uhlenbrock, Davide Cozzolino, Denise Moussa, Luisa Verdoliva, Christian Riess:
Did You Note My Palette? Unveiling Synthetic Images Through Color Statistics. IH&MMSec 2024: 47-52
[c58]
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Dalia Rodríguez-Salas, Christian Riess, Celia Martín Vicario, Oliver Taubmann, Hendrik Ditt, Stefan Schwab, Arnd Dörfler:
Analysing Variables for 90-Day Functional-Outcome Prediction of Endovascular Thrombectomy. MIUA (2) 2024: 202-215
2023
[c57]
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Tobias Koch, Christian Riess, Thomas Köhler:
LORD: Leveraging Open-Set Recognition with Unknown Data. ICCV (Workshops) 2023: 4388-4398
[c56]
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Denise Moussa, Germans Hirsch, Sebastian Wankerl, Christian Riess:
Point to the Hidden: Exposing Speech Audio Splicing via Signal Pointer Nets. INTERSPEECH 2023: 5057-5061
[c55]
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Sandra Bergmann, Denise Moussa, Fabian Brand, André Kaup, Christian Riess:
Frequency-Domain Analysis of Traces for the Detection of AI-based Compression. IWBF 2023: 1-6
2022
[c54]
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Anatol Maier, Denise Moussa, Andreas Spruck, Jürgen Seiler, Christian Riess:
Reliability Scoring for the Recognition of Degraded License Plates^*. AVSS 2022: 1-8
[c53]
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Benedikt Lorch, Nicole Scheler, Christian Riess:
Compliance Challenges in Forensic Image Analysis Under the Artificial Intelligence Act. EUSIPCO 2022: 613-617
[c52]
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Denise Moussa, Anatol Maier, Andreas Spruck, Jürgen Seiler, Christian Riess:
Forensic License Plate Recognition with Compression-Informed Transformers. ICIP 2022: 406-410
[c51]
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Denise Moussa, Germans Hirsch, Christian Riess:
Towards Unconstrained Audio Splicing Detection and Localization with Neural Networks. ICPR Workshops (2) 2022: 264-280
[c50]
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Tobias Koch, Felix Liebezeit, Christian Riess, Vincent Christlein, Thomas Köhler:
Exploring the Open World Using Incremental Extreme Value Machines. ICPR 2022: 2792-2799
2021
[c49]
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Philipp Roser, Lina Felsner, Andreas Maier, Christian Riess:
Learning the Inverse Weighted Radon Transform. Bildverarbeitung für die Medizin 2021: 49-54
[c48]
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Denise Moussa, Anatol Maier, Franziska Schirrmacher, Christian Riess:
Sequence-Based Recognition of License Plates with Severe Out-of-Distribution Degradations. CAIP (2) 2021: 175-185
[c47]
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Prashant Chaudhari, Franziska Schirrmacher, Andreas Maier, Christian Riess, Thomas Köhler:
Merging-ISP: Multi-exposure High Dynamic Range Image Signal Processing. GCPR 2021: 328-342
[c46]
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Angel Villar-Corrales, Franziska Schirrmacher, Christian Riess:
Deep Learning Architectural Designs for Super-Resolution Of Noisy Images. ICASSP 2021: 1635-1639
[c45]
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  - conf/igarss/Dietrich-Sussner21
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Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Vincent Christlein, Andreas K. Maier, Christian Riess:
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm. IGARSS 2021: 4548-4551
[c44]
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  - conf/iwbf/PanMLR21
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Jiarong Pan, Anatol Maier, Benedikt Lorch, Christian Riess:
Reliable Camera Model Identification Through Uncertainty Estimation. IWBF 2021: 1-6
2020
[c43]
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Falko Matern, Christian Riess, Marc Stamminger:
Depth Map Fingerprinting and Splicing Detection. ICASSP 2020: 2782-2786
[c42]
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Franziska Schirrmacher, Benedikt Lorch, Bernhard Stimpel, Thomas Köhler, Christian Riess:
SR²: Super-Resolution With Structure-Aware Reconstruction. ICIP 2020: 533-537
[c41]
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Anatol Maier, Benedikt Lorch, Christian Riess:
Toward Reliable Models For Authenticating Multimedia Content: Detecting Resampling Artifacts With Bayesian Neural Networks. ICIP 2020: 1251-1255
[c40]
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Benjamin Hadwiger, Christian Riess:
The Forchheim Image Database for Camera Identification in the Wild. ICPR Workshops (6) 2020: 500-515
[c39]
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Paula Kaiser, Franziska Schirrmacher, Benedikt Lorch, Christian Riess:
Learning to Decipher License Plates in Severely Degraded Images. ICPR Workshops (6) 2020: 544-559
[c38]
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Benedikt Lorch, Anatol Maier, Christian Riess:
Reliable JPEG Forensics via Model Uncertainty. WIFS 2020: 1-6
2019
[c37]
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Lina Felsner, Martin Berger, Sebastian Kaeppler, Johannes Bopp, Veronika Ludwig, Thomas Weber, Georg Pelzer, Thilo Michel, Andreas K. Maier, Gisela Anton, Christian Riess:
Abstract: Phase-Sensitive Region-of-Interest Computed Tomography. Bildverarbeitung für die Medizin 2019: 164
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Lina Felsner, Shiyang Hu, Veronika Ludwig, Gisela Anton, Andreas K. Maier, Christian Riess:
On the Characteristics of Helical 3D X-Ray Dark-Field Imaging. Bildverarbeitung für die Medizin 2019: 264-269
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Benjamin Hadwiger, Daniele Baracchi, Alessandro Piva, Christian Riess:
Towards Learned Color Representations for Image Splicing Detection. ICASSP 2019: 8281-8285
[c34]
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Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner:
FaceForensics++: Learning to Detect Manipulated Facial Images. ICCV 2019: 1-11
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Benedikt Lorch, Christian Riess:
Image Forensics from Chroma Subsampling of High-Quality JPEG Images. IH&MMSec 2019: 101-106
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Falko Matern, Christian Riess, Marc Stamminger:
Exploiting Visual Artifacts to Expose Deepfakes and Face Manipulations. WACV Workshops 2019: 83-92
2018
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Stefan B. Ploner, Christian Riess, Julia Schottenhamml, Eric M. Moult, Nadia K. Waheed, James G. Fujimoto, Andreas K. Maier:
A Joint Probabilistic Model for Speckle Variance, Amplitude Decorrelation and Interframe Variance (IFV) Optical Coherence Tomography Angiography. Bildverarbeitung für die Medizin 2018: 98-102
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Johannes Bopp, Michael Gallersdörfer, Veronika Ludwig, Maria Seifert, Andreas K. Maier, Gisela Anton, Christian Riess:
Phasenkontrast Röntgen mit 2 Phasengittern und medizinisch relevanten Detektoren. Bildverarbeitung für die Medizin 2018: 170-175
[c29]
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AmirAbbas Davari, Nikolaos Sakaltras, Armin Häberle, Sulaiman Vesal, Vincent Christlein, Andreas K. Maier, Christian Riess:
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings. ICIP 2018: 3683-3687
[c28]
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AmirAbbas Davari, Hasan Can Ozkan, Andreas K. Maier, Christian Riess:
Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification. IGARSS 2018: 6159-6162
[c27]
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Lina Felsner, Martin Berger, Sebastian Kaeppler, Johannes Bopp, Veronika Ludwig, Thomas Weber, Georg Pelzer, Thilo Michel, Andreas K. Maier, Gisela Anton, Christian Riess:
Phase-Sensitive Region-of-Interest Computed Tomography. MICCAI (1) 2018: 137-144
[c26]
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Julian Seuffert, Marc Stamminger, Christian Riess:
Towards Forensic Exploitation of 3-D Lighting Environments in Practice. Sicherheit 2018: 159-169
2017
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AmirAbbas Davari, Vincent Christlein, Sulaiman Vesal, Andreas K. Maier, Christian Riess:
GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification. CAIP (2) 2017: 296-306
[c24]
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Philipp Morgner, Christian Müller, Matthias Ring, Björn M. Eskofier, Christian Riess, Frederik Armknecht, Zinaida Benenson:
Privacy Implications of Room Climate Data. ESORICS (2) 2017: 324-343
[c23]
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Patrick Mullan, Davide Cozzolino, Luisa Verdoliva, Christian Riess:
Residual-based forensic comparison of video sequences. ICIP 2017: 1507-1511
[c22]
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Johannes Bopp, Peter Bartl, Ludwig Ritschl, Marcus Radicke, Andreas K. Maier, Gisela Anton, Christian Riess:
Towards cartilage diagnosis in X-ray phase-contrast interferometry. ISBI 2017: 573-577
[c21]
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Shiyang Hu, F. Yang, Michele Griffa, Rolf Kaufmann, Gisela Anton, Andreas K. Maier, Christian Riess:
Towards quantification of kidney stones using X-ray dark-field tomography. ISBI 2017: 1112-1115
[c20]
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Christian Riess:
Illumination Analysis in Physics-Based Image Forensics: A Joint Discussion of Illumination Direction and Color. TIWDC 2017: 95-108
2016
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Alexander Steg, Marc Reichenbach, Christopher Soell, Lan Shi, Andreas K. Maier, Christian Riess:
Dynamic pixel binning allows spatial and angular resolution tradeoffs to improve image quality in X-ray C-arm CT. ISBI 2016: 577-580
[c18]
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Peter Fürsattel, Sergiu Dotenco, Simon Placht, Michael Balda, Andreas K. Maier, Christian Riess:
OCPAD - Occluded checkerboard pattern detector. WACV 2016: 1-9
2015
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Shiyang Hu, Christian Riess, Joachim Hornegger, Peter Fischer, Florian Bayer, Thomas Weber, Gisela Anton, Andreas K. Maier:
3D Tensor Reconstruction in X-Ray Dark-Field Tomography. Bildverarbeitung für die Medizin 2015: 492-497
[c16]
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Christian Riess, Sven Pfaller, Elli Angelopoulou:
Reflectance Normalization in Illumination-Based Image Manipulation Detection. ICIAP Workshops 2015: 3-10
[c15]
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Matthias Kirchner, Pascal Schöttle, Christian Riess:
Thinking beyond the block: block matching for copy-move forgery detection revisited. Media Watermarking, Security, and Forensics 2015: 940903
2014
[c14]
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Marco Bögel, Christian Riess, Andreas K. Maier, Joachim Hornegger, Rebecca Fahrig:
Respiratory Motion Estimation Using a 3D Diaphragm Model. Bildverarbeitung für die Medizin 2014: 240-245
[c13]
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Sebastian Kaeppler, Florian Bayer, Thomas Weber, Andreas K. Maier, Gisela Anton, Joachim Hornegger, Matthias W. Beckmann, Peter A. Fasching, Arndt Hartmann, Felix Heindl, Thilo Michel, Gueluemser Oezguel, Georg Pelzer, Claudia Rauh, Jens Rieger, Rüdiger Schulz-Wendtland, Michael Uder, David Wachter, Evelyn Wenkel, Christian Riess:
Signal Decomposition for X-ray Dark-Field Imaging. MICCAI (1) 2014: 170-177
2013
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Jian Wang, Christian Riess, Anja Borsdorf, Benno Heigl, Joachim Hornegger:
Sparse Depth Sampling for Interventional 2-D/3-D Overlay: Theoretical Error Analysis and Enhanced Motion Estimation. CAIP (1) 2013: 86-93
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David Bernecker, Christian Riess, Vincent Christlein, Elli Angelopoulou, Joachim Hornegger:
Representation Learning for Cloud Classification. GCPR 2013: 395-404
2012
[c10]
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Christian Riess, Volker Strehl, Rolf Wanka:
The Spectral Relation between the Cube-Connected Cycles and the Shuffle-Exchange Network. ARCS Workshops 2012: 505-516
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Fabian Zach, Christian Riess, Elli Angelopoulou:
Automated Image Forgery Detection through Classification of JPEG Ghosts. DAGM/OAGM Symposium 2012: 185-194
2011
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Michael Bleier, Christian Riess, Shida Beigpour, Eva Eibenberger, Elli Angelopoulou, Tobias Tröger, André Kaup:
Color constancy and non-uniform illumination: Can existing algorithms work? ICCV Workshops 2011: 774-781
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Christian Riess, Eva Eibenberger, Elli Angelopoulou:
Illuminant color estimation for real-world mixed-illuminant scenes. ICCV Workshops 2011: 782-789
2010
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Christian Riess, Elli Angelopoulou:
Scene Illumination as an Indicator of Image Manipulation. Information Hiding 2010: 66-80
[c5]
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Vincent Christlein, Christian Riess, Elli Angelopoulou:
A Study on Features for the Detection of Copy-Move Forgeries. Sicherheit 2010: 105-116
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Vincent Christlein, Christian Riess, Elli Angelopoulou:
On rotation invariance in copy-move forgery detection. WIFS 2010: 1-6
2009
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Christian Riess, Johannes Jordan, Elli Angelopoulou:
A common framework for ambient illumination in the dichromatic reflectance model. ICCV Workshops 2009: 1939-1946
[c2]
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Christian Riess, Elli Angelopoulou:
Physics-based illuminant color estimation as an image semantics clue. ICIP 2009: 689-692
2007
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Christian Riess, Rolf Wanka:
Periodic Load Balancing on the N -Cycle: Analytical and Experimental Evaluation. Euro-Par 2007: 805-814

Parts in Books or Collections

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2020
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Andreas Maier, Vincent Christlein, Katharina Breininger, Tobias Würfl, Mathias Unberath, Christian Riess:
Bildanalyse. Handbuch der Künstlichen Intelligenz 2020: 673-712
2018
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Johannes Bopp, Lina Felsner, Shiyang Hu, Sebastian Kaeppler, Christian Riess:
X-ray Phase Contrast: Research on a Future Imaging Modality. Medical Imaging Systems 2018: 191-205

Editorship

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2020
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Christian Riess, Franziska Schirrmacher, Irene Amerini, Paolo Bestagini, Tomás Pevný:
IH&MMSec '20: ACM Workshop on Information Hiding and Multimedia Security, Denver, CO, USA, June 22-24, 2020. ACM 2020, ISBN 978-1-4503-7050-9 [contents]

Informal and Other Publications

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2024
[i34]
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Denise Moussa, Germans Hirsch, Christian Riess:
Can We Identify Unknown Audio Recording Environments in Forensic Scenarios? CoRR abs/2405.02119 (2024)
[i33]
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Sandra Bergmann, Denise Moussa, Christian Riess:
Trustworthy Compression? Impact of AI-based Codecs on Biometrics for Law Enforcement. CoRR abs/2408.10823 (2024)
2023
[i32]
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Franziska Schirrmacher, Benedikt Lorch, Anatol Maier, Christian Riess:
Benchmarking Probabilistic Deep Learning Methods for License Plate Recognition. CoRR abs/2302.01427 (2023)
[i31]
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Denise Moussa, Germans Hirsch, Sebastian Wankerl, Christian Riess:
Point to the Hidden: Exposing Speech Audio Splicing via Signal Pointer Nets. CoRR abs/2307.05641 (2023)
[i30]
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Tobias Koch, Christian Riess, Thomas Köhler:
LORD: Leveraging Open-Set Recognition with Unknown Data. CoRR abs/2308.12584 (2023)
2022
[i29]
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Benedikt Lorch, Nicole Scheler, Christian Riess:
Compliance Challenges in Forensic Image Analysis Under the Artificial Intelligence Act. CoRR abs/2203.00469 (2022)
[i28]
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Mohammad Joshaghani, AmirAbbas Davari, Faezeh Nejati Hatamian, Andreas K. Maier, Christian Riess:
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification. CoRR abs/2205.09250 (2022)
[i27]
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Tobias Koch, Felix Liebezeit, Christian Riess, Vincent Christlein, Thomas Köhler:
Exploring the Open World Using Incremental Extreme Value Machines. CoRR abs/2205.14892 (2022)
[i26]
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Benjamin Hadwiger, Christian Riess:
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images. CoRR abs/2206.10737 (2022)
[i25]
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Denise Moussa, Germans Hirsch, Christian Riess:
Towards Unconstrained Audio Splicing Detection and Localization with Neural Networks. CoRR abs/2207.14682 (2022)
[i24]
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  - journals/corr/abs-2207-14686
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Denise Moussa, Anatol Maier, Andreas Spruck, Jürgen Seiler, Christian Riess:
Forensic License Plate Recognition with Compression-Informed Transformers. CoRR abs/2207.14686 (2022)
[i23]
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Andreas Spruck, Maximiliane Gruber, Anatol Maier, Denise Moussa, Jürgen Seiler, Christian Riess, André Kaup:
Synthesizing Annotated Image and Video Data Using a Rendering-Based Pipeline for Improved License Plate Recognition. CoRR abs/2209.14448 (2022)
[i22]
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  - journals/corr/abs-2209-14970
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Andreas Spruck, Maximiliane Hawesch, Anatol Maier, Christian Riess, Jürgen Seiler, André Kaup:
3D Rendering Framework for Data Augmentation in Optical Character Recognition. CoRR abs/2209.14970 (2022)
2021
[i21]
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Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Vincent Christlein, Andreas Maier, Christian Riess:
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm. CoRR abs/2101.03252 (2021)
[i20]
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Angel Villar-Corrales, Franziska Schirrmacher, Christian Riess:
Deep learning architectural designs for super-resolution of noisy images. CoRR abs/2102.05105 (2021)
2020
[i19]
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  - journals/corr/abs-2007-14132
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Anatol Maier, Benedikt Lorch, Christian Riess:
Toward Reliable Models for Authenticating Multimedia Content: Detecting Resampling Artifacts With Bayesian Neural Networks. CoRR abs/2007.14132 (2020)
[i18]
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Lina Felsner, Tobias Würfl, Christopher Syben, Philipp Roser, Alexander Preuhs, Andreas Maier, Christian Riess:
Reconstruction of Voxels with Position- and Angle-Dependent Weightings. CoRR abs/2010.14205 (2020)
[i17]
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  - journals/corr/abs-2011-02241
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Benjamin Hadwiger, Christian Riess:
The Forchheim Image Database for Camera Identification in the Wild. CoRR abs/2011.02241 (2020)
2019
[i16]
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  - journals/corr/abs-1901-08971
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Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner:
FaceForensics++: Learning to Detect Manipulated Facial Images. CoRR abs/1901.08971 (2019)
[i15]
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  - journals/corr/abs-1911-04762
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Prashant Chaudhari, Franziska Schirrmacher, Andreas K. Maier, Christian Riess, Thomas Köhler:
Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing. CoRR abs/1911.04762 (2019)
2018
[i14]
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AmirAbbas Davari, Nikolaos Sakaltras, Armin Häberle, Sulaiman Vesal, Vincent Christlein, Andreas K. Maier, Christian Riess:
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings. CoRR abs/1801.09472 (2018)
[i13]
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  - journals/corr/abs-1803-09179
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Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner:
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces. CoRR abs/1803.09179 (2018)
[i12]
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Franziska Schirrmacher, Thomas Köhler, Christian Riess:
Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems. CoRR abs/1804.02152 (2018)
[i11]
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  - journals/corr/abs-1806-06530
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Sergiu Deitsch, Claudia Buerhop-Lutz, Andreas K. Maier, Florian Gallwitz, Christian Riess:
Segmentation of Photovoltaic Module Cells in Electroluminescence Images. CoRR abs/1806.06530 (2018)
[i10]
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  - journals/corr/abs-1807-02894
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Sergiu Deitsch, Vincent Christlein, Stephan Berger, Claudia Buerhop-Lutz, Andreas K. Maier, Florian Gallwitz, Christian Riess:
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images. CoRR abs/1807.02894 (2018)
[i9]
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  - journals/corr/abs-1809-06420
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Thomas Köhler, Michel Bätz, Farzad Naderi, André Kaup, Andreas K. Maier, Christian Riess:
Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data. CoRR abs/1809.06420 (2018)
[i8]
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Andreas K. Maier, Christopher Syben, Tobias Lasser, Christian Riess:
A Gentle Introduction to Deep Learning in Medical Image Processing. CoRR abs/1810.05401 (2018)
[i7]
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Shiyang Hu, Lina Felsner, Andreas K. Maier, Veronika Ludwig, Gisela Anton, Christian Riess:
A 3-D Projection Model for X-ray Dark-field Imaging. CoRR abs/1811.04457 (2018)
[i6]
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Davide Cozzolino, Justus Thies, Andreas Rössler, Christian Riess, Matthias Nießner, Luisa Verdoliva:
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection. CoRR abs/1812.02510 (2018)
2017
[i5]
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Thomas Köhler, Michel Bätz, Farzad Naderi, André Kaup, Andreas K. Maier, Christian Riess:
Benchmarking Super-Resolution Algorithms on Real Data. CoRR abs/1709.04881 (2017)
[i4]
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  - journals/corr/abs-1712-03596
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AmirAbbas Davari, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess:
Sketch Layer Separation in Multi-Spectral Historical Document Images. CoRR abs/1712.03596 (2017)
[i3]
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AmirAbbas Davari, Tobias Lindenberger, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess:
Image Registration for the Alignment of Digitized Historical Documents. CoRR abs/1712.04482 (2017)
[i2]
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  - journals/corr/abs-1712-04778
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AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess:
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. CoRR abs/1712.04778 (2017)
2012
[i1]
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  - journals/corr/abs-1208-3665
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Vincent Christlein, Christian Riess, Johannes Jordan, Corinna Riess, Elli Angelopoulou:
An Evaluation of Popular Copy-Move Forgery Detection Approaches. CoRR abs/1208.3665 (2012)

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