Doctoral Colloquium of the DGPF Working Group 'Geoinformatics – Methods'

challenges in a more efficient way. This paper demonstrates a workflow for the analysis of Sentinel-2 data collected by the European Commission's Copernicus Programme for the purpose of detecting changes [...] application of two Fully Convolutional Neural Networks, the U-net [1] and the Residual U-net (ResUNet) [2]. Since the datasets and the software are freely available this opens new possibilities. Applying this [...] 2015. Lecture Notes in Computer Science(), vol 9351. Springer, Cham. 10.1007/978-3-319-24574-4_28 [2] Diakogiannis, Foivos & Waldner, Francois & Caccetta, Peter & Wu, Chen. (2020). ResUNet-a: A deep learning …