60 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universität TrierDE9 papers
- University of LuxembourgLU4 papers
- Centre Hospitalier de LuxembourgLU2 papers
- Luxembourg Centre for Systems BiomedicineLU2 papers
- University of KaiserslauternDE2 papers
- Arbed (Luxembourg)LU1 paper
- Europlasma (Belgium)BE1 paper
- Foundation for Research and Technology HellasGR1 paper
- Fraunhofer Institute for Industrial MathematicsDE1 paper
- Laboratoire de Mathématiques Jean LerayFR1 paper
- Luxembourg Institute of Science and TechnologyLU1 paper
- Polytechnique MontréalCA1 paper
7 papers · 1 filter
Unsupervised Learning for Industrial Defect Detection: A Case Study on Shearographic Data
Jessica Plassmann, Nicolas Schuler, Georg von Freymann +1
Shearography is a non-destructive testing method for detecting subsurface defects, offering high sensitivity and full-field inspection capabilities. However, its industrial adoptio…
From the Laboratory to Real-World Application: Evaluating Zero-Shot Scene Interpretation on Edge Devices for Mobile Robotics
Nicolas Schuler, Lea Dewald, Nick Baldig +1
Video Understanding, Scene Interpretation and Commonsense Reasoning are highly challenging tasks enabling the interpretation of visual information, allowing agents to perceive, int…
Keeping it Local, Tiny and Real: Automated Report Generation on Edge Computing Devices for Mechatronic-Based Cognitive Systems
Nicolas Schuler, Lea Dewald, Jürgen Graf
Recent advancements in Deep Learning enable hardware-based cognitive systems, that is, mechatronic systems in general and robotics in particular with integrated Artificial Intellig…
Creation and Evaluation of a Food Product Image Dataset for Product Property Extraction
Christoph Brosch, Alexander Bouwens, Sebastian Bast +2
The enormous progress in the field of artificial intelligence (AI) enables retail companies to automate their processes and thus to save costs. Thereby, many AI-based automation ap…
Multi-Scale Anisotropic Fourth-Order Diffusion Improves Ridge and Valley Localization
Shekoufeh Gorgi Zadeh, Stephan Didas, Maximilian W. M. Wintergerst +1
Ridge and valley enhancing filters are widely used in applications such as vessel detection in medical image computing. When images are degraded by noise or include vessels at diff…
Shape-aware Surface Reconstruction from Sparse 3D Point-Clouds
Florian Bernard, Luis Salamanca, Johan Thunberg +7
The reconstruction of an object's shape or surface from a set of 3D points plays an important role in medical image analysis, e.g. in anatomy reconstruction from tomographic measur…
A Solution for Multi-Alignment by Transformation Synchronisation
Florian Bernard, Johan Thunberg, Peter Gemmar +3
The alignment of a set of objects by means of transformations plays an important role in computer vision. Whilst the case for only two objects can be solved globally, when multiple…