VISTA- Vision Supported Truck docking Assistant

Overview

Project duration

01.01.2020 - 30.05.2022

Funded by

Interreg V (Germany-Netherland)

internal cooperation

very close cooperation with Prof. Dr. Rolf Becker

project website

Short description

As part of the VISTA project, an innovative assistance system is being developed to support drivers in the truck loading dock process. In field studies and also using a VR simulator developed in-house, multi-modal data from the drivers are recorded, combined using cross-modal learning and are finally used to model the typical behavior of an experienced truck driver using recurrent neural networks (LSTM, Echo State Networks).

Our part

VR Simulation

Partners

Description

As part of the VISTA project, an innovative assistance system is being developed to support drivers in the truck loading dock process. In field studies and also using a VR simulator developed in-house, multi-modal data from the drivers are recorded, combined using cross-modal learning and are finally used to model the typical behavior of an experienced truck driver using recurrent neural networks (LSTM, Echo State Networks).

Impressions & Documents