Combining OBIA, CNN, and UAV photogrammetry for automated avalanche deposit detection and characterization

Author:

Dewali Sanjay Kumar,Jain KamalORCID,Varshney DevanshiORCID,Dhamija Sudhir,Pundir Eaineesh

Publisher

Elsevier BV

Subject

Space and Planetary Science,Aerospace Engineering,General Earth and Planetary Sciences,Atmospheric Science,Geophysics,Astronomy and Astrophysics

Reference56 articles.

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3. Modeling mass-dependent flow regime transitions to predict the stopping and depositional behavior of snow avalanches;Bartelt;J. Geophys. Res.,2012

4. Multiresolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information;Benz;ISPRS J. Photogramm. Remote Sens.,2004

5. Snow Avalanche segmentation in SAR images with fully convolutional neural networks;Bianchi;IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens.,2021

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