TECHNOLOGIES FOR COMPUTER-ASSISTED CROWD MANAGEMENT

Project Information

CrowdDNA

Grant agreement ID: 899739

DOI

10.3030/899739

Project closed

EC signature date 2 June 2020

Start date 1 November 2020

End date 31 October 2024

Funded under

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Total cost

€ 2 927 697,19

EU contribution

€ 2 927 697,19

Coordinated by

INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (4)

Report on Crowd Observatories
Information system for individuals

Description about the proposed information system for individuals

Crowd management solutions
Information system for authorities

Description about the proposed information system for authorities

Other (5)

Numerical dataset
Field dataset
Laboratory dataset on large groups

Dataset :video data on dense crowds in lab-based environments, involving 100-200 people in various scenarios.

Laboratory dataset on small groups

Dataset on physical interactions with a panoramic system including full-body capture, force plates, and videos.

Website and project logo

Demonstrators, pilots, prototypes (5)

ML Detector to analyse crowd movements in videos
ML Generator to analyse crowd movements in videos
Internal version of the simulator
CrowdDNA simulator prototype
CrowdDNA analysis demonstrator

CrowdDNA analysis prototype

Publications

Conference proceedings (11)

Human Motion Prediction Under Unexpected Perturbation

Author(s): Jiangbei Yue, Baiyi Li, Julien Petrré, Armin Seyfried, He Wang
Published in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, Page(s) 1501-1511
Publisher: IEEE
DOI: 10.1109/cvpr52733.2024.00149

RSMT: Real-time Stylized Motion Transition for Characters

Author(s): Xiangjun Tang, Linjun Wu, He Wang, Bo Hu, Xu Gong, Yuchen Liao, Songnan Li, Qilong Kou, Xiaogang Jin
Published in: Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Proceedings, 2023, Page(s) 1-10
Publisher: ACM
DOI: 10.1145/3588432.3591514

Defending Black-box Skeleton-based Human Activity Classifiers

Author(s): He Wang, Yunfeng Diao, Zichang Tan , Guodong Guo
Published in: Proceedings of the AAAI conference on Artificial Intelligence 2023, Issue Annual, 2022
Publisher: Proceedings of the AAAI conference on Artificial Intelligence 2023
DOI: 10.48550/arxiv.2203.04713

Human Trajectory Prediction via Neural Social Physics

Author(s): Jiangbei Yue, Dinesh Manocha and He Wang
Published in: Proceedings of the European Conference on Computer Vision 2022, Issue Annual, 2022
Publisher: Proceedings of the European Conference on Computer Vision 2022
DOI: 10.1007/978-3-031-19830-4_22

Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack

Author(s): Wang, He; He, Feixiang; Shao, Tianjia; Yang, Yongliang; Zhou, Kun; Hogg, David
Published in: Wang , H , He , F , Shao , T , Yang , Y , Zhou , K & Hogg , D 2021 , ' Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack ' , Paper presented at IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021 , 19/06/21 - 25/06/21 ., Issue 5, 2021
Publisher: Computer Vision and Pattern Recognition
DOI: 10.48550/arxiv.2103.05347

Physical Simulation of Balance Recovery after a Push

Author(s): Alexis Jensen, Thomas Chatagnon, Niloofar Khoshsiyar, Daniele Reda, Michiel Van De Panne, Charles Pontonnier, Julien Pettré
Published in: ACM SIGGRAPH Conference on Motion, Interaction and Games, 2023, Page(s) 1-11
Publisher: ACM
DOI: 10.1145/3623264.3624448

BASAR:Black-box Attack on Skeletal Action Recognition

Author(s): Yunfeng Diao, Tianjia Shao, Yong-Liang Yang, Kun Zhou, He Wang
Published in: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, Page(s) 7593-7603
Publisher: IEEE
DOI: 10.1109/cvpr46437.2021.00751

SMPLitex: A Generative Model and Dataset for 3D Human Texture Estimation from Single Image

Author(s): Dan Casas and Marc Cominio-Trinidad
Published in: 2023
Publisher: British Machine Vision Conference (BMVC)

Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient

Author(s): Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang, Hubert P. H. Shum
Published in: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2024, Page(s) 4574-4583
Publisher: IEEE
DOI: 10.1109/iccv51070.2023.00424

iPLAN: Interactive and Procedural Layout Planning

Author(s): Feixiang He, Yanlong Huang and He Wang
Published in: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022, Issue Annual, 2022
Publisher: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022
DOI: 10.1109/cvpr52688.2022.00764

Tracking Pedestrian Heads in Dense Crowd

Author(s): Ramana Sundararaman, Cedric De Almeida Braga, Eric Marchand, Julien Pettre
Published in: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, Page(s) 3864-3874
Publisher: IEEE
DOI: 10.1109/cvpr46437.2021.00386

Peer reviewed articles (8)

Stepping strategies of young adults undergoing sudden external perturbation from different directions

Author(s): Thomas Chatagnon, Anne-Hélène Olivier, Ludovic Hoyet, Julien Pettré, Charles Pontonnier
Published in: Journal of Biomechanics, Issue 157, 2024, Page(s) 111703, ISSN 0021-9290
Publisher: Elsevier BV
DOI: 10.1016/j.jbiomech.2023.111703

SocialCVAE: Predicting Pedestrian Trajectory via Interaction Conditioned Latents

Author(s): Wei Xiang, Haoteng YIN, He Wang, Xiaogang Jin
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 38, 2024, Page(s) 6216-6224, ISSN 2374-3468
Publisher: The AAAI Conference on Artificial Intelligence (AAAI). 2024
DOI: 10.1609/aaai.v38i6.28439

Understanding the vulnerability of skeleton-based Human Activity Recognition via black-box attack

Author(s): Yunfeng Diao, He Wang, Tianjia Shao, Yongliang Yang, Kun Zhou, David Hogg, Meng Wang
Published in: Pattern Recognition, Issue 153, 2024, Page(s) 110564, ISSN 0031-3203
Publisher: Pergamon Press
DOI: 10.1016/j.patcog.2024.110564

Psychological pushing propagation in crowds—Does the observation of pushing behavior promote further intentional pushing?

Author(s): Helena Lügering, Ahmed Alia, Anna Sieben
Published in: Frontiers in Social Psychology, Issue 1, 2023, ISSN 2813-7876
Publisher: Frontiers in Social Psychology
DOI: 10.3389/frsps.2023.1263953

Propagation of controlled frontward impulses through standing crowds

Author(s): Sina Feldmann, Juliane Adrian, Maik Boltes
Published in: Collective Dynamics, Issue 9, 2024, Page(s) 1-16, ISSN 2366-8539
Publisher: Collective Dynamics
DOI: 10.17815/cd.2024.148

Resolving Collisions in Dense 3D Crowd Animations

Author(s): Gonzalo Gomez-Nogales, Melania Prieto-Martin, Cristian Romero, Marc Comino-Trinidad, Pablo Ramon-Prieto, Anne-Hélène Olivier, Ludovic Hoyet, Miguel Otaduy, Julien Pettre, Dan Casas
Published in: ACM Transactions on Graphics, Issue 43, 2024, Page(s) 1-14, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3687266

A Rumor has Spread like Wildfire? - Empirical Investigation of Information Propagation in Waiting Crowds

Author(s): Helena Lügering, Anna Sieben
Published in: Collective Dynamics, Issue 9, 2024, Page(s) 1-28, ISSN 2366-8539
Publisher: Collective Dynamics
DOI: 10.17815/cd.2024.146

Temporal segmentation of motion propagation in response to an external impulse

Author(s): Sina Feldmann, Thomas Chatagnon, Juliane Adrian, Julien Pettré, Armin Seyfried
Published in: Safety Science, Issue 175, 2024, Page(s) 106512, ISSN 0925-7535
Publisher: Elsevier BV
DOI: 10.1016/j.ssci.2024.106512

Other (3)

Forward propagation of a push through a tow of people

Author(s): Sina Feldmann, Juliane Adrian
Published in: Safety Science, Issue Monthly, 2023
Publisher: Safety Science
DOI: 10.1016/j.ssci.2023.106173

SPH crowds: Agent-based crowd simulation up to extreme densities using fluid dynamics

Author(s): W. van Toll, T. Chatagnon, C. Braga, B. Solenthaler, J. Pettré
Published in: Computers & Graphics Journal 2021, Issue monthly, 2021
Publisher: Computers & Graphics Journal 2021
DOI: 10.1016/j.cag.2021.06.005

It’s (not) just a matter of terminology: Everyday understanding of “mass panic” and alternative terms

Author(s): Helena Lügering, Dilek Tepeli, Anna Sieben
Published in: Safety Science, Issue Monthly, 2022
Publisher: Safety Science
DOI: 10.1016/j.ssci.2023.106123