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Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps
Katharina L. Kapper, Thomas Goelles, Stefan Muckenhuber, Andreas Trügler, Jakob Abermann, Bernhard Schlager, Christoph Gaisberger, Jonatan Grahn, Eirik Malnes, Andreas Prokop, Wolfgang Schöner
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pointcloudset - A Python package to analyze large datasets of point clouds recorded over time
Thomas Golles, Birgit Schlager, Stefan Muckenhuber
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The potential of automotive perception sensors for local snow avalanche monitoring
Stefan Muckenhuber, Thomas Goelles, Birgit Schlager, Katharina L. Kapper, Andreas Prokop, Wolfgang Schöner
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Local snow avalanche monitoring based on automotive lidar and radar sensors,” in International Symposium on Snow 2022.
Stefan Muckenhuber, Thomas Goelles, Birgit Schlager, K. L. Kapper, A. Prokop, W. Schöner
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Novel machine-learning-based approach for automated snow avalanche detection from SAR images for the Austrian Alps.
K. L. Kapper, Stefan Muckenhuber, Thomas Goelles, Andreas Trügler, Muhamed Kuris, Jakob Abermann, Erik Malnes, Jakob Grahn, Birgit Schlager, W. Schöner
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Automotive lidar, dgnss and inertia sensors for glaciological applications: first experience and future potential
Thomas Goelles, Birgit Schlager, Stefan Muckenhuber, Jakob Abermann, Christoph Gaisberger
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pointcloudset - Efficient analysis of large datasets of point clouds recorded over time
Thomas Goelles
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Effects of Sensor Cover Damages on Point Clouds of Automotive Lidar
Birgit Schlager, Thomas Goelles, Daniel Watzenig
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