Multi-modal trajectory prediction of surrounding vehicles with maneuver based lstms

N Deo, MM Trivedi - 2018 IEEE intelligent vehicles symposium …, 2018 - ieeexplore.ieee.org
… maneuver specific predictions for … vehicle maneuver and trajectory prediction for the case
of freeway traffic. It uses as input the track histories of the vehicle and its surrounding vehicles, …

Parametric trajectory prediction of surrounding vehicles

CM Kang, SJ Jeon, SH Lee… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
… In this paper, a parametric trajectory prediction scheme is … vehicle rapidly move into the ego
vehicle’s driving path. Reflecting a trajectory of the object vehicle using parametric trajectory

[PDF][PDF] Trajectory prediction of surrounding vehicles using LSTM network

H Woo, M Sugimoto, J Wu, Y Tamura… - … Intelligent Vehicles …, 2018 - robot.tu-tokyo.ac.jp
… to predict trajectories of surrounding vehicles using a long short-term memory (LSTM) network.
Trajectory prediction of surrounding vehicles … Although many prediction methods using a …

Attention based vehicle trajectory prediction

K Messaoud, I Yahiaoui… - … Intelligent Vehicles, 2020 - ieeexplore.ieee.org
vehicles need to continuously analyse the driving scene, understand the behavior of other
road users and predict their future trajectories … problem of vehicle trajectory prediction over an …

Vehicle trajectory prediction works, but not everywhere

M Bahari, S Saadatnejad, A Rahimi… - Proceedings of the …, 2022 - openaccess.thecvf.com
… automatically investigates the robustness of vehicle trajectory prediction to the scene. We …
of it such that the prediction models fail in. Having an off-road prediction is a clear indication …

Intention-aware long horizon trajectory prediction of surrounding vehicles using dual LSTM networks

L Xin, P Wang, CY Chan, J Chen… - 2018 21st …, 2018 - ieeexplore.ieee.org
trajectories of surrounding vehicles to be predicted only depend on information observed
from the ego vehicle … information of vehicles around a target surrounding vehicle to the ego …

Recup net: Recursive prediction network for surrounding vehicle trajectory prediction with future trajectory feedback

S Kim, D Kum, J won Choi - 2020 IEEE 23rd international …, 2020 - ieeexplore.ieee.org
… but also consider future predictions when handling interactions with other vehicles. In this …
prediction model that takes the initial future prediction results as inputs of second prediction

Interactive trajectory prediction using a driving risk map-integrated deep learning method for surrounding vehicles on highways

X Liu, Y Wang, K Jiang, Z Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… Fig.2 illustrates the overall architecture of our approach to trajectory prediction for surrounding
vehicles. The system consists of three main modules: CVAE-based candidate trajectory

Surrounding vehicles motion prediction for risk assessment and motion planning of autonomous vehicle in highway scenarios

L Zhang, W Xiao, Z Zhang, D Meng - IEEE Access, 2020 - ieeexplore.ieee.org
… In this work, we propose a vehicle trajectory prediction method by fusing the CTRA motion
model and the simplified maneuver recognition-based motion model with IMMs, as illustrated …

Threat prediction algorithm based on local path candidates and surrounding vehicle trajectory predictions for automated driving vehicles

JH Kim, DS Kum - 2015 IEEE Intelligent Vehicles Symposium …, 2015 - ieeexplore.ieee.org
… of the vehicle is … these predicted trajectories are not reliable for time horizon farther than
one second. To overcome this problem, we introduce the trajectory prediction of a surrounding