• Scanpath and saliency prediction on 360 degree images 

      Assens Reina, Marc; Giró Nieto, Xavier; McGuinness, Kevin; O'Connor, Noel (2018-06-23)
      Article
      Accés obert
      We introduce deep neural networks for scanpath and saliency prediction trained on 360-degree images. The scanpath prediction model called SaltiNet is based on a temporal-aware novel representation of saliency information ...
    • The temporal dimension of visual attention models 

      Assens Reina, Marc (Universitat Politècnica de Catalunya, 2017)
      Treball Final de Grau
      Accés obert
      This thesis explores methodologies for scanpath prediction on images using deep learning frameworks. As a preliminary step, we analyze the characteristics of the data provided by different datasets. We then explore the use ...