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