Particle-based pedestrian path prediction using LSTM-MDL models

Particle-based pedestrian path prediction using LSTM-MDL models

16 April 2018

Wolfgang Hubner

Papers citing "Particle-based pedestrian path prediction using LSTM-MDL models"

9 / 9 papers shown

Title
View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums Conghao Wong Beihao Xia Ziming Hong Qinmu Peng Wei Yuan Qiong Cao Yibo Yang Xinge You 22 65 0 14 Oct 2021
Pedestrian Models for Autonomous Driving Part II: High-Level Models of Human Behavior F. Camara Nicola Bellotto S. Coşar Florian Weber Dimitris Nathanael ... Gustav Markkula Anna Schieben F. Tango N. Merat Charles W. Fox 21 105 0 26 Mar 2020
Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction J. Dabrowski J. D. Villiers Ashfaqur Rahman Conrad Beyers 11 1 0 26 Feb 2020
Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks V. Kosaraju Amir Sadeghian Roberto Martín-Martín Ian Reid S. Hamid Rezatofighi Silvio Savarese 22 591 0 04 Jul 2019
SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction Pu Zhang Wanli Ouyang Pengfei Zhang Jianru Xue Nanning Zheng 24 452 0 07 Mar 2019
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints Amir Sadeghian V. Kosaraju A. Sadeghian Noriaki Hirose S. Hamid Rezatofighi Silvio Savarese 46 890 0 05 Jun 2018
An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark S. Becker Ronny Hug Wolfgang Hubner Michael Arens 21 70 0 19 May 2018
Deep Learning Driven Visual Path Prediction from a Single Image Siyu Huang Xi Li Zhongfei Zhang Zhouzhou He Fei Wu W. Liu Jinhui Tang Yueting Zhuang 51 60 0 27 Jan 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015