Publications

@article{Carvalho2019mtlgrsl,
title={Multitask Learning of Height and Semantics From Aerial Images},
author={Marcela Carvalho and Bertrand {Le Saux} and Pauline Trouv\'{e}-Peloux and Andr\'{e}s Almansa and Fr\'{e}d\'{e}ric Champagnat},
journal={IEEE Geoscience and Remote Sensing Letters},
year={2019},
publisher={IEEE}
}
          

@article{techreport2019colearning,
title={Technical Report: Co-learning of geometry and semantics for online 3D mapping},
author={Carvalho, Marcela and Ferrera, Maxime and Boulch, Alexandre and Moras, Julien, Bertrand {Le Saux} and Trouv{\'e}-Peloux, Pauline},
journal={arXiv preprint arXiv:1911.01082},
year={2019}
}
        

@article{Carvalho2018eccv3drw,
title={Deep Depth from Defocus: how can defocus blur improve {3D} estimation using dense neural networks?},
author={Marcela Carvalho and Bertrand {Le Saux} and Pauline Trouv\'{e}-Peloux and Andr\'{e}s Almansa and Fr\'{e}d\'{e}ric Champagnat},
journal={3DRW ECCV Workshop},
year={2018},
publisher={IEEE}
}
          

@article{Carvalho2018icip,
  title={On regression losses for deep depth estimation},
  author={Marcela Carvalho and Bertrand {Le Saux} and Pauline Trouv\'{e}-Peloux and Andr\'{e}s Almansa and Fr\'{e}d\'{e}ric Champagnat},
  journal={ICIP},
  year={2018},
  publisher={IEEE}
}
          

@article{Carvalho2018rfiap,
  title={Estimation de profondeur mono-image par réseaux de neurones et flou de défocalisation,
  author={Marcela Carvalho and Bertrand {Le Saux} and Pauline Trouv\'{e}-Peloux and Andr\'{e}s Almansa and Fr\'{e}d\'{e}ric Champagnat},
  journal={RFIAP},
  year={2018}
}
          

@article{Carvalho2017gretsi,
  title={Estimation de profondeur monoculaire avec un reseau adversaire,
  author={Marcela Carvalho and Bertrand {Le Saux} and Pauline Trouv\'{e}-Peloux and Andr\'{e}s Almansa and Fr\'{e}d\'{e}ric Champagnat},
  journal={GRETSI},
  year={2017}
}