Now showing items 1-3 of 3

    • 3D CNNs on distance matrices for human action recognition 

      Hernández Ruiz, Alejandro José; Porzi, Lorenzo; Rota Bulò, Samuel; Moreno-Noguer, Francesc (2017)
      Conference report
      Open Access
      In this paper we are interested in recognizing human actions from sequences of 3D skeleton data. For this purpose we combine a 3D Convolutional Neural Network with body representations based on Euclidean Distance Matrices ...
    • Efficient recognition approaches for the interaction between humans and aerial robots 

      Hernández Ruiz, Alejandro José (Universitat Politècnica de Catalunya, 2016-04-20)
      Master thesis
      Open Access
      This project consists in a set of computer vision methods that serve as a baseline to perform HRI experiments. The methods are aimed to perform: visual marker detection, face detection and object recognition. Then we tested ...
    • Human motion prediction via spatio-temporal inpainting 

      Hernández Ruiz, Alejandro José; Gall, Juergen; Moreno-Noguer, Francesc (Institute of Electrical and Electronics Engineers (IEEE), 2019)
      Conference report
      Open Access
      We propose a Generative Adversarial Network (GAN) to forecast 3D human motion given a sequence of past 3D skeleton poses. While recent GANs have shown promising results, they can only forecast plausible motion over relatively ...