Search Results for author: Fabian Lurz

Found 3 papers, 0 papers with code

Resonate-and-Fire Spiking Neurons for Target Detection and Hand Gesture Recognition: A Hybrid Approach

no code implementations22 May 2024 Ahmed Shaaban, Zeineb Chaabouni, Maximilian Strobel, Wolfgang Furtner, Robert Weigel, Fabian Lurz

Following detection, a simple Goertzel algorithm is employed to extract five key features, eliminating the need for a second fast Fourier transform.

Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation

no code implementations30 May 2022 Michael Stephan, Thomas Stadelmayer, Avik Santra, Georg Fischer, Robert Weigel, Fabian Lurz

This paper presents a parametric variational autoencoder-based human target detection and localization framework working directly with the raw analog-to-digital converter data from the frequency modulated continous wave radar.

Domain Adaptation Image Reconstruction

Light-weight Gesture Sensing Using FMCW Radar Time Series Data

no code implementations22 Nov 2021 Thomas Stadelmayer, Avik Santra, Robert Weigel, Fabian Lurz

The paper proposes a novel feature extraction approach for FMCW radar systems in the field of short-range gesture sensing.

Time Series Time Series Analysis

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