Hernández Ruiz, Alejandro José; Porzi, Lorenzo; Rota Bulò, Samuel; Moreno-Noguer, Francesc (2017)
Open AccessIn 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 ...
Hernández Ruiz, Alejandro José (Universitat Politècnica de Catalunya, 2016-04-20)
Open AccessThis 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 ...
Hernández Ruiz, Alejandro José; Gall, Juergen; Moreno-Noguer, Francesc (Institute of Electrical and Electronics Engineers (IEEE), 2019)
Open AccessWe 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 ...