Now showing items 1-4 of 4

    • Aprenentatge de la llengua de signes catalana amb Kinect 

      Górriz, Marc (Universitat Politècnica de Catalunya, 2012)
      Master thesis (pre-Bologna period)
      Open Access
      S’ha desenvolupat una aplicació per a facilitar l’aprenentatge de l’abecedari de la Llengua de signes catalana mitjançant una sèrie d’activitats de lletrejar paraules. El projecte fa ús del dispositiu Kinect per tal de ...
    • Assessing knee OA severity with CNN attention-based end-to-end architectures 

      Górriz, Marc; Antony, Joseph; McGuinness, Kevin; Giró Nieto, Xavier; O'Connor, Noel (2019)
      Conference lecture
      Open Access
      This work proposes a novel end-to-end convolutional neural network (CNN) architecture to automatically quantify the severity of knee osteoarthritis (OA) using X-Ray images, which incorporates trainable attention modules ...
    • Cost-effective active learning for melanoma segmentation 

      Górriz, Marc; Giró Nieto, Xavier; Carlier, Axel; Faure, Emmanuel (2017)
      Conference lecture
      Open Access
      We propose 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 contribution is a ...
    • Leishmaniasis parasite segmentation and classification using deep learning 

      Górriz, Marc; Aparicio, Albert; Raventós, Berta; Vilaplana Besler, Verónica; Sayrol Clols, Elisa; López Codina, Daniel (Springer, 2018)
      Conference lecture
      Restricted access - publisher's policy
      Leishmaniasis is considered a neglected disease that causes thousands of deaths annually in some tropical and subtropical countries. There are various techniques to diagnose leishmaniasis of which manual microscopy is ...