• Segmenting buildings:
  Learning deep structured active contours end-to-end
  Diego Marcos, Devis Tuia, Benjamin Kellenberger, Lisa Zhang, Min Bai, Renjie Liao, Raquel Urtasun in CVPR 2018
• Correcting building annotations:
  Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence
  John E. Vargas-Muñoz, Diego Marcos, Sylvain Lobry, Jefersson A. dos Santos, Alexandre X. Falcão, Devis Tuia in IGARSS 2018
• Land-use classification:
  Understanding urban landuse from above and ground perspectives: a deep learning, multimodal solution.
  Shivangi Srivastava, John Edgar Vargas Muñoz, Devis Tuia (in revision)

Slides