no code implementations • 20 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.
no code implementations • 2 Oct 2020 • Thomas Kurbiel, Akash Sachdeva, Kun Zhao, Markus Buehren
Most of the current state-of-the-art Deep Learning approaches are trained on trajectory data to achieve this task.
1 code implementation • 12 May 2020 • Thomas Kurbiel, Shahrzad Khaleghian
This redundancy is the main reason why CNNs need to be very deep in order to achieve the desired accuracy.
no code implementations • 6 Aug 2017 • Thomas Kurbiel, Shahrzad Khaleghian
However the problem was not really overcome in a fundamental way, since it is inherent to neural networks with activation functions based on dot products.