Christian Riess

Orcid: 0000-0002-5556-5338

Affiliations:
  • University of Erlangen-Nuremberg, Germany


According to our database1, Christian Riess authored at least 104 papers between 2007 and 2024.

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Bibliography

2024
Forensic analysis of AI-compression traces in spatial and frequency domain.
Pattern Recognit. Lett., 2024

Can We Identify Unknown Audio Recording Environments in Forensic Scenarios?
CoRR, 2024

Did You Note My Palette? Unveiling Synthetic Images Through Color Statistics.
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2024

Dreams and Drama of Applied Image Forensics.
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2024

2023
Benchmarking Probabilistic Deep Learning Methods for License Plate Recognition.
IEEE Trans. Intell. Transp. Syst., September, 2023

Zuverlässigkeit von KI in der Multimedia-Forensik.
Datenschutz und Datensicherheit (dud), April, 2023

On the Security of the One-and-a-Half-Class Classifier for SPAM Feature-Based Image Forensics.
IEEE Trans. Inf. Forensics Secur., 2023

Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

Frequency-Domain Analysis of Traces for the Detection of AI-based Compression.
Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

Point to the Hidden: Exposing Speech Audio Splicing via Signal Pointer Nets.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

LORD: Leveraging Open-Set Recognition with Unknown Data.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images.
IEEE Trans. Inf. Forensics Secur., 2022

3D Rendering Framework for Data Augmentation in Optical Character Recognition.
CoRR, 2022

Synthesizing Annotated Image and Video Data Using a Rendering-Based Pipeline for Improved License Plate Recognition.
CoRR, 2022

Towards Unconstrained Audio Splicing Detection and Localization with Neural Networks.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Exploring the Open World Using Incremental Extreme Value Machines.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Forensic License Plate Recognition with Compression-Informed Transformers.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Compliance Challenges in Forensic Image Analysis Under the Artificial Intelligence Act.
Proceedings of the 30th European Signal Processing Conference, 2022

Reliability Scoring for the Recognition of Degraded License Plates<sup>*</sup>.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021
Reliable Camera Model Identification Using Sparse Gaussian Processes.
IEEE Signal Process. Lett., 2021

Segmentation of photovoltaic module cells in uncalibrated electroluminescence images.
Mach. Vis. Appl., 2021

Comparison of methods for sensitivity correction in Talbot-Lau computed tomography.
Int. J. Comput. Assist. Radiol. Surg., 2021

Reliable Camera Model Identification Through Uncertainty Estimation.
Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021

Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Deep Learning Architectural Designs for Super-Resolution Of Noisy Images.
Proceedings of the IEEE International Conference on Acoustics, 2021

Merging-ISP: Multi-exposure High Dynamic Range Image Signal Processing.
Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021

Sequence-Based Recognition of License Plates with Severe Out-of-Distribution Degradations.
Proceedings of the Computer Analysis of Images and Patterns, 2021

Learning the Inverse Weighted Radon Transform.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020
Gradient-Based Illumination Description for Image Forgery Detection.
IEEE Trans. Inf. Forensics Secur., 2020

Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems.
IEEE Trans. Computational Imaging, 2020

Truncation Correction for X-ray Phase-Contrast Region-of-Interest Tomography.
IEEE Trans. Computational Imaging, 2020

Long-Term Observation on Browser Fingerprinting: Users' Trackability and Perspective.
Proc. Priv. Enhancing Technol., 2020

Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Towards Open-Set Forensic Source Grouping on JPEG Header Information.
Digit. Investig., 2020

Reconstruction of Voxels with Position- and Angle-Dependent Weightings.
CoRR, 2020

Reliable JPEG Forensics via Model Uncertainty.
Proceedings of the 12th IEEE International Workshop on Information Forensics and Security, 2020

Learning to Decipher License Plates in Severely Degraded Images.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

The Forchheim Image Database for Camera Identification in the Wild.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

SR<sup>2</sup>: Super-Resolution With Structure-Aware Reconstruction.
Proceedings of the IEEE International Conference on Image Processing, 2020

Toward Reliable Models For Authenticating Multimedia Content: Detecting Resampling Artifacts With Bayesian Neural Networks.
Proceedings of the IEEE International Conference on Image Processing, 2020

Depth Map Fingerprinting and Splicing Detection.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Bildanalyse.
Proceedings of the Handbuch der Künstlichen Intelligenz, 6. Auflage, 2020

2019
Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Privacy implications of room climate data.
J. Comput. Secur., 2019

Forensic source identification using JPEG image headers: The case of smartphones.
Digit. Investig., 2019

Simulation study on X-ray phase contrast imaging with dual-phase gratings.
Int. J. Comput. Assist. Radiol. Surg., 2019

Exploiting Visual Artifacts to Expose Deepfakes and Face Manipulations.
Proceedings of the IEEE Winter Applications of Computer Vision Workshops, 2019

Image Forensics from Chroma Subsampling of High-Quality JPEG Images.
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2019

FaceForensics++: Learning to Detect Manipulated Facial Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Towards Learned Color Representations for Image Splicing Detection.
Proceedings of the IEEE International Conference on Acoustics, 2019

On the Characteristics of Helical 3D X-Ray Dark-Field Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Abstract: Phase-Sensitive Region-of-Interest Computed Tomography.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018
X-ray Phase Contrast: Research on a Future Imaging Modality.
Proceedings of the Medical Imaging Systems - An Introductory Guide, 2018

Geometric primitive refinement for structured light cameras.
Mach. Vis. Appl., 2018

GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data.
IEEE Geosci. Remote. Sens. Lett., 2018

ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection.
CoRR, 2018

A 3-D Projection Model for X-ray Dark-field Imaging.
CoRR, 2018

A Gentle Introduction to Deep Learning in Medical Image Processing.
CoRR, 2018

Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data.
CoRR, 2018

Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images.
CoRR, 2018

Segmentation of Photovoltaic Module Cells in Electroluminescence Images.
CoRR, 2018

FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces.
CoRR, 2018

Towards Forensic Exploitation of 3-D Lighting Environments in Practice.
Proceedings of the Sicherheit 2018, 2018

Phase-Sensitive Region-of-Interest Computed Tomography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Joint Probabilistic Model for Speckle Variance, Amplitude Decorrelation and Interframe Variance (IFV) Optical Coherence Tomography Angiography.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

Phasenkontrast Röntgen mit 2 Phasengittern und medizinisch relevanten Detektoren.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017
Handling multiple materials for exposure of digital forgeries using 2-D lighting environments.
Multim. Tools Appl., 2017

Accurate laser scanner to camera calibration with application to range sensor evaluation.
IPSJ Trans. Comput. Vis. Appl., 2017

Image Registration for the Alignment of Digitized Historical Documents.
CoRR, 2017

Sketch Layer Separation in Multi-Spectral Historical Document Images.
CoRR, 2017

Benchmarking Super-Resolution Algorithms on Real Data.
CoRR, 2017

Illumination Analysis in Physics-Based Image Forensics: A Joint Discussion of Illumination Direction and Color.
Proceedings of the Digital Communication. Towards a Smart and Secure Future Internet, 2017

Towards quantification of kidney stones using X-ray dark-field tomography.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Towards cartilage diagnosis in X-ray phase-contrast interferometry.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Residual-based forensic comparison of video sequences.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Privacy Implications of Room Climate Data.
Proceedings of the Computer Security - ESORICS 2017, 2017

GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification.
Proceedings of the Computer Analysis of Images and Patterns, 2017

2016
A Comparative Error Analysis of Current Time-of-Flight Sensors.
IEEE Trans. Computational Imaging, 2016

Kinect-Based Correction of Overexposure Artifacts in Knee Imaging with C-Arm CT Systems.
Int. J. Biomed. Imaging, 2016

OCPAD - Occluded checkerboard pattern detector.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Dynamic pixel binning allows spatial and angular resolution tradeoffs to improve image quality in X-ray C-arm CT.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Thinking beyond the block: block matching for copy-move forgery detection revisited.
Proceedings of the Media Watermarking, 2015

Reflectance Normalization in Illumination-Based Image Manipulation Detection.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

3D Tensor Reconstruction in X-Ray Dark-Field Tomography.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2014
Multi-Illuminant Estimation With Conditional Random Fields.
IEEE Trans. Image Process., 2014


Respiratory Motion Estimation Using a 3D Diaphragm Model.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2013
Physics-based and statistical features for image forensics = Physikalische und statistische Merkmale in der Bildforensik.
PhD thesis, 2013

Exposing Digital Image Forgeries by Illumination Color Classification.
IEEE Trans. Inf. Forensics Secur., 2013

Representation Learning for Cloud Classification.
Proceedings of the Pattern Recognition - 35th German Conference, 2013

Sparse Depth Sampling for Interventional 2-D/3-D Overlay: Theoretical Error Analysis and Enhanced Motion Estimation.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
An Evaluation of Popular Copy-Move Forgery Detection Approaches.
IEEE Trans. Inf. Forensics Secur., 2012

Automated Image Forgery Detection through Classification of JPEG Ghosts.
Proceedings of the Pattern Recognition, 2012

The Spectral Relation between the Cube-Connected Cycles and the Shuffle-Exchange Network.
Proceedings of the ARCS 2012 Workshops, 28. Februar - 2. März 2012, München, Germany, 2012

2011
Illuminant color estimation for real-world mixed-illuminant scenes.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Color constancy and non-uniform illumination: Can existing algorithms work?
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
On rotation invariance in copy-move forgery detection.
Proceedings of the 2010 IEEE International Workshop on Information Forensics and Security, 2010

A Study on Features for the Detection of Copy-Move Forgeries.
Proceedings of the Sicherheit 2010: Sicherheit, 2010

Scene Illumination as an Indicator of Image Manipulation.
Proceedings of the Information Hiding - 12th International Conference, 2010

2009
Physics-based illuminant color estimation as an image semantics clue.
Proceedings of the International Conference on Image Processing, 2009

A common framework for ambient illumination in the dichromatic reflectance model.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2007
Periodic Load Balancing on the <i>N</i> -Cycle: Analytical and Experimental Evaluation.
Proceedings of the Euro-Par 2007, 2007


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