Now showing items 1-6 of 6

  • 3D scene reconstruction and understanding from single shot pictures 

    García González, Alfredo (Universitat Politècnica de Catalunya, 2012-09)
    Master thesis
    Open Access
    Augmented reality mixes computer generated graphics with real imaging using computer vision techniques. However, nowadays, augmented reality is still a very young field of research, and its applications usually involve ...
  • Improving sparsity in online kernel models 

    Orihuela Salvatierra, Helena (Universitat Politècnica de Catalunya, 2013-09-14)
    Master thesis
    Open Access
    In this thesis, background theory about the online kernel-based algorithms and their use for online learning is presented. The analysis of the state-ofthe- art methods highlights an important drawback in many kernel ...
  • Machine learning approximation techniques using dual trees 

    Ergashbaev, Denis (Universitat Politècnica de Catalunya, 2015-04-30)
    Master thesis
    Open Access
    This master thesis explores a dual-tree framework as applied to a particular class of machine learning problems that are collectively referred to as generalized n-body problems. It builds a new algorithm on top of it and ...
  • Optimizing support vector machines (SVMs) with optimized geometric ensembles (OFE) 

    Guitart Atienza, Anna (Universitat Politècnica de Catalunya, 2015-04-30)
    Master thesis
    Open Access
    Delivery of my master thesis with the new title: Optimizing Support Vector Machines with Characteristic Boundary Points.
  • Sparse methods for Online Support Vector Machine 

    Riera Molina, Carles Roger (Universitat Politècnica de Catalunya, 2014-11-28)
    Master thesis
    Open Access
    Aquest treball proposa un nou classificador online basat en Kernel SVM que minimitza el nombre de vectors de suport gràcies una restricció adicional imposada mitllançant métodes de continuació. Conseqüentment, es pot fer ...
  • Synthetic data generation for Deep Learning in Small Datasets 

    Keivan Ekbatani, Hadi (Universitat Politècnica de Catalunya, 2016-04-13)
    Master thesis
    Restricted access - confidentiality agreement