Browsing by Author "Tura Vecino, Biel"

Now showing items 1-4 of 4

    • 3D Face recognition with stereo automotive cameras 

      Tura Vecino, Biel (Universitat Politècnica de Catalunya, 2019-06)
      Bachelor thesis
      Restricted access - confidentiality agreement
      The automotive sector is experiencing a rapid change that will influence the way in which we will use cars. One of the main concerns of this new wave of automotive research regards the security of future vehicles, being ...

    • Efficient keyword spotting by capturing long-range interactions with temporal lambda networks 

      Tura Vecino, Biel; Escuder Folch, Santiago; Diego, Ferran; Segura Perales, Carlos; Luque Serrano, Jordi (2021)
      Conference lecture
      Open Access
      Models based on attention mechanisms have shown unprecedented speech recognition performance. However, they are computationally expensive and unnecessarily complex for keyword spotting, a task targeted to small-footprint ...

    • Learning graph-based event representations for unconstrained video segmentation 

      Tura Vecino, Biel (Universitat Politècnica de Catalunya, 2021-05)
      Master thesis
      Restricted access - confidentiality agreement
      Covenantee:   Institut de Robòtica i Informàtica Industrial
      Recent research has shown that, in particular domains, unsupervised learning algorithms are achieving on par, or even better performance than fully supervised algorithms, avoiding the need of human labelled data. The ...

    • Leveraging triplet loss for unsupervised action segmentation 

      Bueno Benito, Elena Belén; Tura Vecino, Biel; Dimiccoli, Mariella (Institute of Electrical and Electronics Engineers (IEEE), 2023)
      Conference report
      Open Access
      In this paper, we propose a novel fully unsupervised framework that learns action representations suitable for the action segmentation task from the single input video itself, without requiring any training data. Our method ...