Avalanche Detection in Sar Images Using Deep Learning

Detection of avalanches is critical for keeping avalanche inventories and management of emergency situations. In this paper we propose a deep-learning based avalanche detection method for SAR images. We utilize an existing method for proposing candidate regions, based on change detection in SAR images from multiple passes over the same area. Then a convolutional neural network is used to classify whether the candidate regions contain an...