Human Trajectory Forecasting in Crowds: A Deep Learning Perspective

7 July 2020

Alexandre Alahi

Papers citing "Human Trajectory Forecasting in Crowds: A Deep Learning Perspective"

31 / 31 papers shown

Title
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 31 0 0 07 Apr 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
Snapshot: Towards Application-centered Models for Pedestrian Trajectory Prediction in Urban Traffic Environments Nico Uhlemann Yipeng Zhou Tobias Mohr Markus Lienkamp 56 1 0 10 Jan 2025
AI-Powered Urban Transportation Digital Twin: Methods and Applications Xuan Di Yongjie Fu Mehmet K.Turkcan Mahshid Ghasemi Zhaobin Mo Chengbo Zang Abhishek Adhikari Z. Kostić Gil Zussman AI4CE 24 0 0 30 Dec 2024
RealTraj: Towards Real-World Pedestrian Trajectory Forecasting Ryo Fujii Hideo Saito Ryo Hachiuma AI4TS 101 1 0 26 Nov 2024
LocoVR: Multiuser Indoor Locomotion Dataset in Virtual Reality Kojiro Takeyama Yimeng Liu Misha Sra 34 1 0 09 Oct 2024
From Cognition to Precognition: A Future-Aware Framework for Social Navigation Zeying Gong Tianshuai Hu Ronghe Qiu Junwei Liang 41 0 0 20 Sep 2024
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy V. Deshmukh 55 13 0 31 Aug 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
Bidirectional Human Interactive AI Framework for Social Robot Navigation Tuba Girgin Emre Girgin Yigit Yildirim Emre Ugur Mehmet Haklidir 24 0 0 05 Apr 2024
Inferring Relational Potentials in Interacting Systems Armand Comas Massagu´e Yilun Du Christian Fernández S. Ghimire M. Sznaier J. Tenenbaum Octavia Camps 14 4 0 23 Oct 2023
Pedestrian Trajectory Prediction in Pedestrian-Vehicle Mixed Environments: A Systematic Review Mahsa Golchoubian M. Ghafurian Kerstin Dautenhahn N. L. Azad 19 36 0 11 Aug 2023
Interpretable Goal-Based model for Vehicle Trajectory Prediction in Interactive Scenarios Amina Ghoul Itheri Yahiaoui Anne Verroust-Blondet F. Nashashibi 14 5 0 08 Aug 2023
Likely, Light, and Accurate Context-Free Clusters-based Trajectory Prediction Tiago Rodrigues de Almeida Óscar Martínez Mozos 24 2 0 27 Jul 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
Best Practices for 2-Body Pose Forecasting Muhammad Rameez Ur Rahman Luca Scofano Edoardo De Matteis Alessandro Flaborea Alessio Sampieri Fabio Galasso 26 9 0 12 Apr 2023
Conformal Prediction Regions for Time Series using Linear Complementarity Programming Matthew Cleaveland Insup Lee George J. Pappas Lars Lindemann 18 28 0 03 Apr 2023
Learning Social Navigation from Demonstrations with Conditional Neural Processes Yigit Yildirim Emre Ugur 19 8 0 07 Oct 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris M. Kitani VOT 28 450 0 27 Mar 2022
Under the Hood of Transformer Networks for Trajectory Forecasting Luca Franco Leonardo Placidi Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 8 19 0 22 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
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 19 32 0 28 Oct 2021
Deep Social Force S. Kreiss 29 15 0 24 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
DeepTrack: Lightweight Deep Learning for Vehicle Path Prediction in Highways Vinit Katariya Mohammadreza Baharani Nichole L. Morris O. Shoghli Hamed Tabkhi HAI 6 42 0 01 Aug 2021
Detecting 32 Pedestrian Attributes for Autonomous Vehicles Taylor Mordan Matthieu Cord P. Pérez Alexandre Alahi 22 22 0 04 Dec 2020
Perceiving Humans: from Monocular 3D Localization to Social Distancing Lorenzo Bertoni S. Kreiss Alexandre Alahi 18 33 0 01 Sep 2020
AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction Alessia Bertugli Simone Calderara Pasquale Coscia Lamberto Ballan Rita Cucchiara 17 28 0 17 May 2020
Transformer Networks for Trajectory Forecasting Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 109 360 0 18 Mar 2020
Autonomous Vehicles that Interact with Pedestrians: A Survey of Theory and Practice Amir Rasouli John K. Tsotsos 43 592 0 30 May 2018