Books and book chapters



Journal publications

2024

Naunheim, Stephan, Mueller, Florian, Nadig, Vanessa, Kuhl, Yannick, Breuer, Johannes, Zhang, Nan, Cho, Sanghee, Kapusta, Maciej, Mintzer, Robert, Judenhofer, Martin and Schulz, Volkmar
Holistic Evaluation of a Machine Learning-based Timing Calibration for PET Detectors under Varying Data Sparsity
In: Physics in Medicine & Biology

2024

Wien, Mathias and Jung, Joel
Remote expert viewing, laboratory tests or objective metrics: Which one(s) to trust?
In: EURASIP Journal on Image and Video Processing

2024

Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, Daniel Brückner and Johannes Stegmaier
Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets
In: PLOS Computational Biology 20 (2)

Conference publications

2024

Wien, Mathias and Jung, Joel
Performance of point cloud- and image-based quality metrics on geometry-only point clouds and textured point clouds
In: European Workshop on Visual Information Processing (EUVIP) 2024

 
2024

Nicolas Neumann, Priyanka Das, Tim Claßen, Mathias Wien
Balancing Complexity of Template Matching-based Reference Picture Padding for Video Coding
In: Picture Coding Symposium (PCS)

 
2024

Nicolas Horst, Mathias Wien
Complexity Reduction of Template Matching-based Reference Picture Padding in Video Coding
In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

2024

Yuli Wu, Julian Wittmann, Peter Walter and Johannes Stegmaier
Optimizing Retinal Prosthetic Stimuli with Conditional Invertible Neural Networks
In: arXiv preprint arXiv:2403.04884

2024

Chendi Zhu, Lujun Li, Yuli Wu and Zhengxing Sun
SasWOT: Real-Time Semantic Segmentation Architecture Search WithOut Training
In: Proceedings of the AAAI Conference on Artificial Intelligence

2024

Reza Azad, Moein Heidary, Kadir Yilmaz, Michael Hüttemann, Sanaz Karimijafarbigloo, Yuli Wu, Anke Schmeink and Dorit Merhof
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
In: arXiv preprint arXiv:2312.05391

2024

Yuli Wu, Weidong He, Dennis Eschweiler, Ningxin Dou, Zixin Fan, Shengli Mi, Peter Walter and Johannes Stegmaier
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation
In: IEEE 21st International Symposium on Biomedical Imaging (ISBI)