Author

M. Rosenberger

2 papers indexed here

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Open access Oct 2026

Generative data augmentation for industrial object classification on edge tensor processing units

An experimental study shows that a cross-class accuracy of 0.842 in mineral construction and demolition waste classification was achieved with generative data augmentation, with significant improvement compared to a CNN trained only with original data, confirming the feasibility of edge TPUs and the effectiveness of ge...

Zheng Liu, Chen Zhang, M. Rosenberger et al. · PHOTOMET EDUMET · 0 citations

Oct 2026

Mathematical correction model for image aberrations in 3D multispectral image data acquisition

This work presents a correction model for a multispectral method for 2.5D shape measurement, based on the Shape from Focus principle. Using a monocular imaging system of a filter wheel camera, depth information is derived from the respective focus position. Both lateral (2D) and axial (z-axis) measurement accuracy must...

M. Rosenberger, M. Eilhauer, G. Notni et al. · PHOTOMET EDUMET · 0 citations