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07/19/2023
U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation
Deep neural networks have shown exceptional performance in various tasks...
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06/26/2023
Segmentation of Industrial Burner Flames: A Comparative Study from Traditional Image Processing to Machine and Deep Learning
In many industrial processes, such as power generation, chemical product...
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05/23/2023
Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient
Windscreen optical quality is an important aspect of any advanced driver...
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04/27/2023
Combining HoloLens with Instant-NeRFs: Advanced Real-Time 3D Mobile Mapping
This work represents a large step into modern ways of fast 3D reconstruc...
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03/17/2023
DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation
Deep neural networks lack interpretability and tend to be overconfident,...
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05/14/2022
Corrosion Detection for Industrial Objects: From Multi-Sensor System to 5D Feature Space
Corrosion is a form of damage that often appears on the surface of metal...
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07/05/2018
Subpixel-Precise Tracking of Rigid Objects in Real-time
We present a novel object tracking scheme that can track rigid objects i...
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04/23/2018