Now showing items 1-3 of 3

    • Active deep learning for medical imaging segmentation 

      Górriz Blanch, Marc (Universitat Politècnica de Catalunya, 2017)
      Bachelor thesis
      Open Access
      Covenantee:   Institut national polytechnique de Toulouse
      This thesis proposes a novel active learning framework capable to train effectively a convolutional neural network for semantic segmentation of medical imaging, with a limited amount of training labeled data. Our approach ...
    • Co-filtering human interaction and object segmentation 

      Cabezas Castellvi, Ferran Albert (Universitat Politècnica de Catalunya, 2015-02-17)
      Bachelor thesis
      Open Access
      Covenantee:   Institut national polytechnique de Toulouse
      [ANGLÈS] For so many years the problem of object segmentation have been present in image processing field. Click'n'Cut, an already existing web tool for interactive object segmentation, helps us to obtain segmentations of ...
    • Semi-supervised learning for semantic segmentation 

      López Serrano, Jordi (Universitat Politècnica de Catalunya, 2021-01)
      Bachelor thesis
      Open Access
      In the 21st century, technological challenges are becoming more and more ambitious and diverse. In this thesis, we will use one relatively new technique whose whole potential is yet to be discovered, Machine Learning (ML), ...