Now showing items 1-2 of 2

    • Super-resolution of Sensinel-2 imagery using generative adversarial networks 

      Salgueiro Romero, Luis Fernando; Marcello, Javier; Vilaplana Besler, Verónica (Multidisciplinary Digital Publishing Institute (MDPI), 2020-07-28)
      Article
      Open Access
      Sentinel-2 satellites provide multi-spectral optical remote sensing images with four bands at 10 m of spatial resolution. These images, due to the open data distribution policy, are becoming an important resource for several ...
    • Weakly supervised semantic segmentation for remote sensing hyperspectral imaging 

      Moliner, Eloi; Salgueiro Romero, Luis Fernando; Vilaplana Besler, Verónica (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      Conference lecture
      Restricted access - publisher's policy
      This paper studies the problem of training a semantic segmentation neural network with weak annotations, in order to be applied in aerial vegetation images from Teide National Park. It proposes a Deep Seeded Region Growing ...