Remote Sensing

 

During my time as research associate​​ in the Remote Sensing Image Analysis Group (RSiM)​​ at TU-Berlin, I worked on methods for Change Detection and Change Classification on a global scale.

 

 

Binary Change Detection

 

  • Binary change detection with U-Net based network​​ models and Siamese network models

  • Urban Change Detection based on Sentinel-2 satellite images

 

 

Semantic Change Detection

 

  • Semantic Change Detection using Deep Learning models

  • Development of methods and models for domain adaptation in Change​​ Detecting​​ 

  • Creation of a multiclass Change Detection dataset