selected publications

• academic article

  • SolarNet: A convolutional neural network-based framework for rooftop solar potential estimation from aerial imagery.  International journal of applied earth observation and geoinformation.  116:103098-103098. 2023
  • DEEP LEARNING FOR SEMANTIC 3D CITY MODEL EXTENSION: MODELING ROOF SUPERSTRUCTURES USING AERIAL IMAGES FOR SOLAR POTENTIAL ANALYSIS.  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.  X-4/W2-2022:161-168. 2022
  • RID—Roof Information Dataset for Computer Vision-Based Photovoltaic Potential Assessment.  Remote Sensing.  14:2299-2299. 2022
  • Towards Scalable Economic Photovoltaic Potential Analysis Using Aerial Images and Deep Learning.  Energies.  14:3800-3800. 2021