Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction

27 February 2020

Papers citing "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction"

50 / 51 papers shown

Title
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 31 0 0 07 Apr 2025
DA-STGCN: 4D Trajectory Prediction Based on Spatiotemporal Feature Extraction Yuheng Kuang Zhengning Wang Jianping Zhang Zhenyu Shi Yuding Zhang 34 0 0 05 Mar 2025
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction Ruochen Li Stamos Katsigiannis Tae-Kyun Kim Hubert P. H. Shum 84 1 0 20 Feb 2025
A Spatio-temporal Graph Network Allowing Incomplete Trajectory Input for Pedestrian Trajectory Prediction Juncen Long Gianluca Bardaro S. Mentasti Matteo Matteucci 36 0 0 22 Jan 2025
C2F-TP: A Coarse-to-Fine Denoising Framework for Uncertainty-Aware Trajectory Prediction Zichen Wang Hao Miao Senzhang Wang Renzhi Wang Jianxin Wang Jian Zhang 70 0 0 17 Dec 2024
RealTraj: Towards Real-World Pedestrian Trajectory Forecasting Ryo Fujii Hideo Saito Ryo Hachiuma AI4TS 101 1 0 26 Nov 2024
Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain Weiliang Chen Li Jia Yang Zhou Qianqian Ren 24 0 0 28 Jul 2024
JaywalkerVR: A VR System for Collecting Safety-Critical Pedestrian-Vehicle Interactions Kenta Mukoya Erica Weng Rohan Choudhury Kris Kitani 27 0 0 05 Jul 2024
TrACT: A Training Dynamics Aware Contrastive Learning Framework for Long-tail Trajectory Prediction Junrui Zhang Mozhgan Pourkeshavarz Amir Rasouli 37 3 0 18 Apr 2024
Adapting to Length Shift: FlexiLength Network for Trajectory Prediction Yi Tian Xu Yun Fu 36 11 0 31 Mar 2024
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction Jiahe Chen Jinkun Cao Dahua Lin Kris M. Kitani Jiangmiao Pang 31 5 0 19 Feb 2024
Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery Lianhao Yin Yutong Ban J. Eckhoff O. Meireles Daniela Rus Guy Rosman 37 1 0 03 Feb 2024
Knowledge-aware Graph Transformer for Pedestrian Trajectory Prediction Yu Liu Yuexin Zhang Kunming Li Yongliang Qiao Stewart Worrall Youfu Li He Kong 21 1 0 10 Jan 2024
S-T CRF: Spatial-Temporal Conditional Random Field for Human Trajectory Prediction Pengqian Han Jiamou Liu Jialing He Zeyu Zhang Song Yang Yanni Tang P. Roop 19 1 0 30 Nov 2023
Social Motion Prediction with Cognitive Hierarchies Wentao Zhu Jason Qin Yuke Lou Hang Ye Xiaoxuan Ma Hai Ci Yizhou Wang 19 9 0 08 Nov 2023
A Novel Benchmarking Paradigm and a Scale- and Motion-Aware Model for Egocentric Pedestrian Trajectory Prediction Amir Rasouli 23 6 0 16 Oct 2023
A Survey on Graph Classification and Link Prediction based on GNN Xingyu Liu Juan Chen Q. Wen GNN 18 10 0 03 Jul 2023
HiPerformer: Hierarchically Permutation-Equivariant Transformer for Time Series Forecasting Ryo Umagami Yusuke Ono Yusuke Mukuta Tatsuya Harada AI4TS 32 3 0 14 May 2023
Joint Metrics Matter: A Better Standard for Trajectory Forecasting Erica Weng Hanako Hoshino Deva Ramanan Kris M. Kitani 33 13 0 10 May 2023
CARLA-BSP: a simulated dataset with pedestrians Maciej Wielgosz Antonio M. López Muhammad Naveed Riaz 10 1 0 29 Apr 2023
FollowMe: Vehicle Behaviour Prediction in Autonomous Vehicle Settings Abduallah A. Mohamed Jundi Liu L. Boyle Christian G. Claudel 19 0 0 12 Apr 2023
A POV-based Highway Vehicle Trajectory Dataset and Prediction Architecture Vinit Katariya Ghazal Alinezhad Noghre Armin Danesh Pazho Hamed Tabkhi AI4TS 13 4 0 10 Mar 2023
Heterogeneous Trajectory Forecasting via Risk and Scene Graph Learning Jianwu Fang C. Zhu Pu Zhang Hongkai Yu Jianru Xue 36 16 0 02 Nov 2022
Why Did This Model Forecast This Future? Closed-Form Temporal Saliency Towards Causal Explanations of Probabilistic Forecasts Chirag Raman Hayley Hung Marco Loog 16 2 0 01 Jun 2022
HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding Xiaosong Jia Peng Wu Li Chen Y. Liu Hongyang Li Junchi Yan 21 120 0 30 Apr 2022
Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos Shao-Wei Liu Subarna Tripathi Somdeb Majumdar Xiaolong Wang EgoV 20 93 0 04 Apr 2022
Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion Tianpei Gu Guangyi Chen Junlong Li Chunze Lin Yongming Rao Jie Zhou Jiwen Lu DiffM VGen 27 192 0 25 Mar 2022
Non-Probability Sampling Network for Stochastic Human Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 17 53 0 25 Mar 2022
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios Germán Barquero Johnny Núnez Zhen Xu Sergio Escalera Wei-Wei Tu Isabelle M Guyon Cristina Palmero CVBM 32 12 0 07 Mar 2022
Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation Abduallah A. Mohamed Deyao Zhu Warren Vu Mohamed Elhoseiny Christian G. Claudel 29 53 0 06 Mar 2022
Towards Rich, Portable, and Large-Scale Pedestrian Data Collection Allan Wang Abhijat Biswas H. Admoni Aaron Steinfeld AI4TS 3DV 19 2 0 03 Mar 2022
Learning Optical Flow with Adaptive Graph Reasoning Ao Luo Fan Yang Kunming Luo Xin Li Haoqiang Fan Shuaicheng Liu 13 56 0 08 Feb 2022
On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles Qingzhao Zhang Shengtuo Hu Jiachen Sun Qi Alfred Chen Z. Morley Mao AAML 25 131 0 13 Jan 2022
Hierarchical Motion Encoder-Decoder Network for Trajectory Forecasting Qifan Xue Shen Li Xuanpeng Li Jingwen Zhao Weigong Zhang 21 10 0 26 Nov 2021
A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting Leveraging Heterogeneous Community Features H. Farahmand Yuanchang Xu Ali Mostafavi AI4CE 24 37 0 09 Nov 2021
Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction Hao Zhou Dongchun Ren Xu Yang Mingyu Fan Hai Huang 17 7 0 28 Oct 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 19 32 0 28 Oct 2021
Anomaly Detection in Multi-Agent Trajectories for Automated Driving Julian Wiederer Arij Bouazizi Marco Troina U. Kressel Vasileios Belagiannis 33 22 0 15 Oct 2021
Predicting Like A Pilot: Dataset and Method to Predict Socially-Aware Aircraft Trajectories in Non-Towered Terminal Airspace Jay Patrikar Brady G. Moon Jean Oh S. Scherer 14 17 0 30 Sep 2021
Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs Abduallah A. Mohamed Huancheng Chen Zhangyang Wang Christian G. Claudel 3DH 28 3 0 21 Sep 2021
Are socially-aware trajectory prediction models really socially-aware? Saeed Saadatnejad Mohammadhossein Bahari Pedram J. Khorsandi Mohammad Saneian Seyed-Mohsen Moosavi-Dezfooli Alexandre Alahi AAML 27 42 0 24 Aug 2021
LOKI: Long Term and Key Intentions for Trajectory Prediction Harshayu Girase Haiming Gang Srikanth Malla Jiachen Li Akira Kanehara K. Mangalam Chiho Choi 18 79 0 18 Aug 2021
Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction Benjamin Rainbow Qianhui Men Hubert P. H. Shum 20 14 0 10 Aug 2021
Human Trajectory Prediction via Counterfactual Analysis Guangyi Chen Junlong Li Jiwen Lu Jie Zhou 11 66 0 29 Jul 2021
SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction Liushuai Shi Le Wang Chengjiang Long Sanping Zhou Mo Zhou Zhenxing Niu G. Hua 19 215 0 04 Apr 2021
Mutual Graph Learning for Camouflaged Object Detection Qiang Zhai Xin Li Fan Yang Chenglizhao Chen Hong Cheng Deng-Ping Fan 21 191 0 03 Apr 2021
Synthesis of Compositional Animations from Textual Descriptions Anindita Ghosh N. Cheema Cennet Oguz Christian Theobalt P. Slusallek 29 169 0 26 Mar 2021
Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis Jianhua Sun Yuxuan Li Haoshu Fang Cewu Lu 17 72 0 14 Mar 2021
TPCN: Temporal Point Cloud Networks for Motion Forecasting Maosheng Ye Tongyi Cao Qifeng Chen 3DPC 10 145 0 04 Mar 2021
Graph-SIM: A Graph-based Spatiotemporal Interaction Modelling for Pedestrian Action Prediction Tiffany Yau Saber Malekmohammadi Amir Rasouli P. Lakner Mohsen Rohani Jun-Jie Luo 14 21 0 03 Dec 2020