Trajectory distributions: A new description of movement for trajectory prediction

Trajectory distributions: A new description of movement for trajectory prediction

Abstract Trajectory prediction is a fundamental and challenging task for numerous applications, such as autonomous driving and intelligent robots. Current works typically treat pedestrian trajectories as a series of 2D point coordinates. However, in real scenarios, the trajectory often exhibits rand...

Full description

Bibliographic Details
Main Authors: Pei Lv, Hui Wei, Tianxin Gu, Yuzhen Zhang, Xiaoheng Jiang, Bing Zhou, Mingliang Xu
Format: Article
Language:English
Published: SpringerOpen 2021-12-01
Series:Computational Visual Media
Subjects:
trajectory prediction
convolutional LSTM
trajectory distributions
social probability method
Online Access:https://doi.org/10.1007/s41095-021-0236-6

Similar Items

Similar Items