Photogrammetry and Remote Sensing (Prof. Schindler)

Acronym	IGP PRS
Homepage	http://www.prs.igp.ethz.ch/
Country	Switzerland
ZIP, City
Address
Phone
Type	Academy
Top-level organization	ETH Zurich
Parent organization	Institute of Geodesy and Photogrammetry
Current organization	Photogrammetry and Remote Sensing (Prof. Schindler)
Memberships	Max Planck ETH Center for Learning Systems

Open Opportunities

Sensor-invariant Satellite Embedding Learning

ETH Zurich
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