Search Results - "Grahn, Jakob"

Snow Avalanche Segmentation in SAR Images With Fully Convolutional Neural Networks by Bianchi, Filippo Maria, Grahn, Jakob, Eckerstorfer, Markus, Malnes, Eirik, Vickers, Hannah

“…Knowledge about frequency and location of snow avalanche activity is essential for forecasting and mapping of snow avalanche hazard. Traditional field…”
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Automated snow avalanche monitoring for Austria: State of the art and roadmap for future work by Kapper, Kathrin Lisa, Goelles , Thomas, Muckenhuber , Stefan, Trügler , Andreas, Abermann , Jakob, Schlager , Birgit, Gaisberger , Christoph, Eckerstorfer , Markus, Grahn , Jakob, Malnes , Eirik, Prokop , Alexander, Schöner , Wolfgang

“…Avalanches pose a significant threat to the population and infrastructure of mountainous regions. The mapping and documentation of avalanches in Austria is…”
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Recognition of Polar Lows in Sentinel-1 SAR Images With Deep Learning by Grahn, Jakob, Bianchi, Filippo Maria

“…In this article, we explore the possibility of detecting polar lows in C-band synthetic aperture radar (SAR) images by means of deep learning. Specifically, we…”
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Near-Real Time Automatic Snow Avalanche Activity Monitoring System Using Sentinel-1 SAR Data in Norway by Eckerstorfer, Markus, Vickers, Hannah, Malnes, Eirik, Grahn, Jakob

“…Knowledge of the spatio-temporal occurrence of avalanche activity is critical for avalanche forecasting. We present a near-real time automatic avalanche…”
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Performance of manual and automatic detection of dry snow avalanches in Sentinel-1 SAR images by Eckerstorfer, Markus, Oterhals, Hilde D., Müller, Karsten, Malnes, Eirik, Grahn, Jakob, Langeland, Stian, Velsand, Paul

“…Radar satellite-borne snow avalanche detection has rapidly grown into an important method for monitoring of avalanche activity over large spatial and long…”
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Recognition of polar lows in Sentinel-1 SAR images with deep learning by Grahn, Jakob, Bianchi, Filippo Maria

“…In this paper, we explore the possibility of detecting polar lows in C-band SAR images by means of deep learning. Specifically, we introduce a novel dataset…”
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Norway's Operational Avalanche Activity Monitoring System Using Sentinel-1 by Muller, Karsten, Eckerstorfer, Markus, Grahn, Jakob, Malnes, Eirik, Engeset, Rune, Humstad, Tore, Widforss, Aron

“…Knowledge of the spatial and temporal occurrence of avalanche activity is critical for avalanche forecasting and hazard mapping. We present an automatic…”
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Snow avalanche segmentation in SAR images with Fully Convolutional Neural Networks by Bianchi, Filippo Maria, Grahn, Jakob, Eckerstorfer, Markus, Malnes, Eirik, Vickers, Hannah

“…Knowledge about frequency and location of snow avalanche activity is essential for forecasting and mapping of snow avalanche hazard. Traditional field…”
Get full text