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Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation
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.
Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition
Gesture recognition is one of the most intuitive ways of interaction and has gathered particular attention for human computer interaction.
Light-weight Gesture Sensing Using FMCW Radar Time Series Data
The paper proposes a novel feature extraction approach for FMCW radar systems in the field of short-range gesture sensing.
Concept for a CMOS Image Sensor Suited for Analog Image Pre-Processing
As an example, an image restoration algorithm for reducing image noise is applied as image pre-processing in the analog domain.
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