Transformer Networks for Trajectory Forecasting

• Published in: 2020 25th International Conference on Pattern Recognition (ICPR) pp. 10335 - 10342
• Main Authors: Giuliari, Francesco, Hasan, Irtiza, Cristani, Marco, Galasso, Fabio
• Format: Conference Proceeding
• Language: English
• Published: IEEE 10.01.2021
• Subjects: Bit error rate; Data models; Image color analysis; Natural language processing; Predictive models; Switches; Trajectory

Most recent successes on forecasting the people motion are based on LSTM models and all most recent progress has been achieved by modelling the social interaction among people and the people interaction with the scene. We question the use of the LSTM models and propose the novel use of Transformer N...