Pedestrian trajectory prediction via the Social‐Grid LSTM model
Author:
Affiliation:
1. College of Intelligence Science and Technology, National University of Defense TechnologyChangshaPeople's Republic of China
2. Department of Mechatronics EngineeringChungnam National UniversityDaejeonRepublic of Korea
Funder
National Natural Science Foundation of China
Publisher
Institution of Engineering and Technology (IET)
Subject
General Engineering,Energy Engineering and Power Technology,Software
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1049/joe.2018.8316
Reference25 articles.
1. Social force model for pedestrian dynamics;Helbing D.;Phys. Rev. E,1995
2. YamaguchiK. BergA.C. OrtizL.E.et al.: ‘Who are you with and where are you going?’.IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) Colorado Springs USA June 2011 pp.1345–1352
3. LSTM: a search space odyssey;Greff K.;IEEE Trans. Neural Netw. Learn. Syst.,2015
4. AlahiA. GoelK. RamanathanV.et al.: ‘Social LSTM: human trajectory prediction in crowded spaces’.Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition Las Vegas USA June 2016 pp.961–971
5. KalchbrennerN. DanihelkaI. GravesA.: ‘Grid long short‐term memory’ arXiv preprint arXiv: 1507.01526 2015
Cited by 29 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Dynamic navigation: Integrating GL-STGCNN and MPC for collision avoidance with future Awareness;Ocean Engineering;2024-10
2. GL-STGCNN: Enhancing Multi-Ship Trajectory Prediction with MPC Correction;Journal of Marine Science and Engineering;2024-05-26
3. Trajectory Prediction for Robot Navigation using Flow-Guided Markov Neural Operator;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13
4. Adaptive Pedestrian Agent Modeling for Scenario-based Testing of Autonomous Vehicles through Behavior Retargeting;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13
5. Review of the application of neural network approaches in pedestrian dynamics studies;Heliyon;2024-05
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3