Photogrammetry and Remote Sensing (Prof. Schindler)
Design a deep learning approach which integrates the measurements from different types of satellite data (MODIS, VIIRS, Sentinel-1 SAR, Sentinel-2, see Fig. 1) by learning a sensor-invariant embedding (see Fig. 2), targeting two applications: lake ice monitoring and glacial lakes mapping.
- Artificial Intelligence and Signal and Image Processing, Earth Sciences, Satellite Communications
- CLS Student Project (MPG ETH CLS), ETH for Development (ETH4D) (ETHZ), IDEA League Student Grant (IDL), Master Thesis