Sea_Ice_Concentration_Estimation_Using_CNNs

This is a research project about Sea Ice SAR Imagery.

The defination of sea ice concentration

The percentage of sea ice coverage in a given sea area is defined as sea ice concentration, or ice concentration(IC), ranging from 0% to 100%. Therefore, this is regression problem

The ground truth

Image analysis charts from Canadian ice service

Input data

SAR Images in HH polarization and HV polarization and Incidence angle data

Output data:

predicted sea ice concentration for pixels in SAR images

The documentation explanatoin(thesis) about this study can be found in the following links