Vehicle Trajectory Prediction on Highways Using Bird Eye View Representations and Deep Learning

no code implementations • 4 Jul 2022 • Rubén Izquierdo, Álvaro Quintanar, David Fernández Llorca, Iván García Daza, Noelia Hernández, Ignacio Parra, Miguel Ángel Sotelo

The U-net model has been selected as the prediction kernel to generate future visual representations of the scene using an image-to-image regression approach.

Image-to-Image Regression Trajectory Prediction

WiFiNet: WiFi-based indoor localisation using CNNs

no code implementations • 14 Apr 2021 • Noelia Hernández, Ignacio Parra, Héctor Corrales, Rubén Izquierdo, Augusto Luis Ballardini, Carlota Salinas, Iván Garcia

Different technologies have been proposed to provide indoor localisation: magnetic field, bluetooth , WiFi, etc.

Transfer Learning