20 citations · 26 across the 6 of their papers we have counts for
6 papers
Concept for an Automatic Annotation of Automotive Radar Data Using AI-segmented Aerial Camera Images
Marcel Hoffmann, Sandro Braun, Oliver Sura +4
This paper presents an approach to automatically annotate automotive radar data with AI-segmented aerial camera images. For this, the images of an unmanned aerial vehicle (UAV) abo…
A Realistic Radar Ray Tracing Simulator for Hand Pose Imaging
Johanna Bräunig, Christian Schüßler, Vanessa Wirth +3
With the increasing popularity of human-computer interaction applications, there is also growing interest in generating sufficiently large and diverse data sets for automatic radar…
Super-Resolution Radar Imaging with Sparse Arrays Using a Deep Neural Network Trained with Enhanced Virtual Data
Christian Schuessler, Marcel Hoffmann, Martin Vossiek
This paper introduces a method based on a deep neural network (DNN) that is perfectly capable of processing radar data from extremely thinned radar apertures. The proposed DNN proc…
Implementation of Real-Time Automotive SAR Imaging
Marcel Hoffmann, Theresa Noegel, Christian Schüßler +4
This paper presents measures to reduce the computation time of automotive synthetic aperture radar (SAR) imaging to achieve real-time capability. For this, the image formation, whi…
Achieving Efficient and Realistic Full-Radar Simulations and Automatic Data Annotation by exploiting Ray Meta Data of a Radar Ray Tracing Simulator
Christian Schüßler, Marcel Hoffmann, Vanessa Wirth +4
In this work a novel radar simulation concept is introduced that allows to simulate realistic radar data for Range, Doppler, and for arbitrary antenna positions in an efficient way…
ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty
Vanessa Wirth, Anna-Maria Liphardt, Birte Coppers +8
Despite their potential, markerless hand tracking technologies are not yet applied in practice to the diagnosis or monitoring of the activity in inflammatory musculoskeletal diseas…