Search Results for author: Klaus Friedrichs

Found 2 papers, 1 papers with code

Background-Foreground Segmentation for Interior Sensing in Automotive Industry

no code implementations20 Sep 2021 Claudia Drygala, Matthias Rottmann, Hanno Gottschalk, Klaus Friedrichs, Thomas Kurbiel

In this work, we compare different statistical methods from the field of image segmentation to approach the problem of background-foreground segmentation in camera based interior sensing.

Foreground Segmentation Image Segmentation +2

Fast and Reliable Architecture Selection for Convolutional Neural Networks

1 code implementation6 May 2019 Lukas Hahn, Lutz Roese-Koerner, Klaus Friedrichs, Anton Kummert

The performance of a Convolutional Neural Network (CNN) depends on its hyperparameters, like the number of layers, kernel sizes, or the learning rate for example.

Bayesian Optimisation BIG-bench Machine Learning +1

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