11:00 - 12:00
Th-STS10
Deep Learning
Chair:
Peter Stoltze (Statistics Denmark, Denmark)
11:00 - 11:15
Th-STS10-01
ADELE: Overview of a deep learning application for land use and land cover change detection and classification in Switzerland
Presenter: Michael Leuenberger, (Email) 1, 2, Gillian Milani, (Email) 3, Claudio Facchinetti, (Email) 3
1 Statistical Methods Unit, Federal Statistical Office, Switzerland, 2 Institute of Statistics, University of Neuchâtel, Switzerland, 3 Geoinformation Unit, Federal Statistical Office, Switzerland
11:15 - 11:30
Th-STS10-02
The path to integrate Deep Learning into Official Statistics: A review of uncertainty estimation techniques for deep learning
Presenter: Krzysztof Cybulski, (Email) 2, Marco Puts, (Email) 1, Tim De Jong, (Email) 1
1 Statistics Netherlands, 2 Maastricht University
11:30 - 11:45
Th-STS10-03
Deep Learning Segmentation for Improved Land Cover Maps and Estimates
Presenter: Diego Zardetto, (Email), Fabrizio De Fausti, (Email), Erika Cerasti, (Email), Angela Pappagallo, (Email), Francesco Pugliese, (Email)
Italian National Institute of Statistics (Istat)