SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction

7 March 2019

Wanli Ouyang

Jianru Xue

Papers citing "SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction"

50 / 165 papers shown

Title
Probability Trajectory: One New Movement Description for Trajectory Prediction Pei Lv Hui Wei Tianxin Gu Yuzhen Zhang Xiaoheng Jiang Bing Zhou Mingliang Xu 25 0 0 26 Jan 2021
AVGCN: Trajectory Prediction using Graph Convolutional Networks Guided by Human Attention Congcong Liu Yuying Chen Ming-Yu Liu Bertram E. Shi 19 23 0 14 Jan 2021
Ensemble of LSTMs and feature selection for human action prediction Tomislav Petković Luka V. Petrović Ivan Marković Ivan Petrović 18 4 0 14 Jan 2021
Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction Sirin Haddad S. Lam GNN 14 8 0 11 Dec 2020
Bifold and Semantic Reasoning for Pedestrian Behavior Prediction Amir Rasouli Mohsen Rohani Jun-Jie Luo 40 52 0 06 Dec 2020
Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision Rongqin Liang Yuanman Li Xia Li Yi Tang Jiantao Zhou Wenbin Zou 8 37 0 03 Dec 2020
Predictive Collision Management for Time and Risk Dependent Path Planning Carsten Hahn Sebastian Feld Hannes Schroter 6 9 0 26 Nov 2020
Socially Aware Crowd Navigation with Multimodal Pedestrian Trajectory Prediction for Autonomous Vehicles Kunming Li Mao Shan K. Narula Stewart Worrall E. Nebot HAI 6 33 0 23 Nov 2020
Attentional-GCNN: Adaptive Pedestrian Trajectory Prediction towards Generic Autonomous Vehicle Use Cases Kunming Li Stuart Eiffert Mao Shan Francisco Gomez-Donoso Stewart Worrall E. Nebot 14 18 0 23 Nov 2020
MoNet: Motion-based Point Cloud Prediction Network Fan Lu Guang Chen Yinlong Liu Zhijun Li Sanqing Qu Tianpei Zou 3DPC 24 33 0 21 Nov 2020
Res-GCNN: A Lightweight Residual Graph Convolutional Neural Networks for Human Trajectory Forecasting Yanwu Ge Ming-liang Song 13 2 0 18 Nov 2020
Simulating Autonomous Driving in Massive Mixed Urban Traffic Yuanfu Luo Panpan Cai Yiyuan Lee David Hsu 11 3 0 11 Nov 2020
Social-STAGE: Spatio-Temporal Multi-Modal Future Trajectory Forecast Srikanth Malla Chiho Choi Behzad Dariush AI4TS 32 9 0 10 Nov 2020
Goal-driven Long-Term Trajectory Prediction Hung Tran Vuong Le T. Tran 31 38 0 05 Nov 2020
Exploring Dynamic Context for Multi-path Trajectory Prediction Hao Cheng Wentong Liao Xuejiao Tang M. Yang Monika Sester Bodo Rosenhahn 35 32 0 30 Oct 2020
PRANK: motion Prediction based on RANKing Yuriy Biktairov Maxim Stebelev Irina Rudenko Oleh Shliazhko Boris Yangel 9 23 0 22 Oct 2020
Pedestrian Trajectory Prediction with Convolutional Neural Networks Simone Zamboni Zekarias T. Kefato Sarunas Girdzijauskas Noren Christoffer L. D. Col HAI 11 93 0 12 Oct 2020
Scene Gated Social Graph: Pedestrian Trajectory Prediction Based on Dynamic Social Graphs and Scene Constraints Hao Xue D. Huynh Mark Reynolds 23 9 0 12 Oct 2020
BGM: Building a Dynamic Guidance Map without Visual Images for Trajectory Prediction Beihao Xia Conghao Wong Heng Li Shiming Chen Qinmu Peng Xinge You 11 1 0 08 Oct 2020
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction Xiong Dan 9 7 0 22 Sep 2020
HGCN-GJS: Hierarchical Graph Convolutional Network with Groupwise Joint Sampling for Trajectory Prediction Yuying Chen Congcong Liu Xiaodong Mei Bertram E. Shi Ming-Yu Liu 14 9 0 15 Sep 2020
HSFM- $Σ$ nn: Combining a Feedforward Motion Prediction Network and Covariance Prediction A. Postnikov A. Gamayunov Gonzalo Ferrer 18 3 0 09 Sep 2020
Dynamic and Static Context-aware LSTM for Multi-agent Motion Prediction Chaofan Tao Qinhong Jiang Lixin Duan Ping Luo 28 47 0 03 Aug 2020
VRUNet: Multi-Task Learning Model for Intent Prediction of Vulnerable Road Users Adithya Ranga Filippo Giruzzi Jagdish Bhanushali É. Wirbel P. Pérez Tuan-Hung Vu Xavier Perrotton 19 21 0 10 Jul 2020
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective Parth Kothari S. Kreiss Alexandre Alahi HAI AI4TS 24 237 0 07 Jul 2020
Graph2Kernel Grid-LSTM: A Multi-Cued Model for Pedestrian Trajectory Prediction by Learning Adaptive Neighborhoods Sirin Haddad S. Lam 18 1 0 03 Jul 2020
Long-term Pedestrian Trajectory Prediction using Mutable Intention Filter and Warp LSTM Zhe Huang Aamir Hasan Kazuki Shin Ruohua Li Katherine Driggs-Campbell 17 29 0 30 Jun 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 29 42 0 30 Jun 2020
Probabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network Stuart Eiffert Kunming Li Mao Shan Stewart Worrall Salah Sukkarieh E. Nebot 19 67 0 23 Jun 2020
AMENet: Attentive Maps Encoder Network for Trajectory Prediction Hao Cheng Wentong Liao M. Yang Bodo Rosenhahn Monika Sester 28 45 0 15 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 49 83 0 10 Jun 2020
Over-crowdedness Alert! Forecasting the Future Crowd Distribution Yuzhen Niu Weifeng Shi Wenxi Liu Shengfeng He Jianxiong Pan Antoni B. Chan 6 3 0 09 Jun 2020
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior Osama Makansi Özgün Çiçek Kevin Buchicchio Thomas Brox EgoV 30 34 0 08 Jun 2020
Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction Ronny Hug S. Becker Wolfgang Hubner Michael Arens 14 6 0 28 May 2020
CARPe Posterum: A Convolutional Approach for Real-time Pedestrian Path Prediction Matías Mendieta Hamed Tabkhi 14 17 0 26 May 2020
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction Cunjun Yu Xiao Ma Jiawei Ren Haiyu Zhao Shuai Yi 26 459 0 18 May 2020
AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction Alessia Bertugli Simone Calderara Pasquale Coscia Lamberto Ballan Rita Cucchiara 31 28 0 17 May 2020
UST: Unifying Spatio-Temporal Context for Trajectory Prediction in Autonomous Driving Hao He Hengchen Dai Naiyan Wang 8 20 0 06 May 2020
CoMoGCN: Coherent Motion Aware Trajectory Prediction with Graph Representation Y. Chen Congcong Liu Bertram Shi Ming-Yu Liu 11 8 0 02 May 2020
TPNet: Trajectory Proposal Network for Motion Prediction Liangji Fang Qinhong Jiang Jianping Shi Bolei Zhou 16 181 0 26 Apr 2020
Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories Hao Xue D. Huynh Mark Reynolds 14 3 0 21 Apr 2020
SSP: Single Shot Future Trajectory Prediction Isht Dwivedi Srikanth Malla Behzad Dariush Chiho Choi 16 6 0 13 Apr 2020
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction Junwei Liang Lu Jiang Alexander G. Hauptmann 33 18 0 04 Apr 2020
Shared Cross-Modal Trajectory Prediction for Autonomous Driving Chiho Choi Joon Hee Choi Srikanth Malla Jiachen Li 38 65 0 01 Apr 2020
EvolveGraph: Multi-Agent Trajectory Prediction with Dynamic Relational Reasoning Jiachen Li Fan Yang M. Tomizuka Chiho Choi AI4CE 17 12 0 31 Mar 2020
TITAN: Future Forecast using Action Priors Srikanth Malla Behzad Dariush Chiho Choi 6 121 0 31 Mar 2020
Transformer Networks for Trajectory Forecasting Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 113 371 0 18 Mar 2020
GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction Chengxin Wang Shaofeng Cai Gary S. H. Tan GNN 13 48 0 16 Mar 2020
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps Pengxiang Wu Siheng Chen Dimitris N. Metaxas 3DPC 14 154 0 15 Mar 2020
A Spatial-Temporal Attentive Network with Spatial Continuity for Trajectory Prediction Beihao Xia Conghao Wang Qinmu Peng Xinge You Dacheng Tao 14 1 0 13 Mar 2020