Search Results for author: Jens Bayer

Found 2 papers, 0 papers with code

A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection

no code implementations26 Aug 2021 Jens Bayer, David Münch, Michael Arens

The dataset used in this work is the Multispectral Object Detection Dataset, where each scene is available in the FIR, MIR and NIR as well as visual spectrum.

Autonomous Driving Image Classification +3

Image-based OoD-Detector Principles on Graph-based Input Data in Human Action Recognition

no code implementations3 Mar 2020 Jens Bayer, David Münch, Michael Arens

Therefore, it is necessary for such a learning-based system in a real world environment, to be aware of its own capabilities and limits and to be able to distinguish between confident and unconfident results of the inference, especially if the sample cannot be explained by the underlying distribution.

Action Recognition Metric Learning +1

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