TECHNOLOGIES FOR COMPUTER-ASSISTED CROWD MANAGEMENT

Información del proyecto

CrowdDNA

Identificador del acuerdo de subvención: 899739

DOI

10.3030/899739

Proyecto cerrado

Fecha de la firma de la CE 2 Junio 2020

Fecha de inicio 1 Noviembre 2020

Fecha de finalización 31 Octubre 2024

Financiado con arreglo a

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Coste total

€ 2 927 697,19

Aportación de la UE

€ 2 927 697,19

Coordinado por

INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE
France

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Conference proceedings (11)

Human Motion Prediction Under Unexpected Perturbation

Autores: Jiangbei Yue, Baiyi Li, Julien Petrré, Armin Seyfried, He Wang
Publicado en: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, Página(s) 1501-1511
Editor: IEEE
DOI: 10.1109/cvpr52733.2024.00149

RSMT: Real-time Stylized Motion Transition for Characters

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

Defending Black-box Skeleton-based Human Activity Classifiers

Autores: He Wang, Yunfeng Diao, Zichang Tan , Guodong Guo
Publicado en: Proceedings of the AAAI conference on Artificial Intelligence 2023, Edición Annual, 2022
Editor: Proceedings of the AAAI conference on Artificial Intelligence 2023
DOI: 10.48550/arxiv.2203.04713

Human Trajectory Prediction via Neural Social Physics

Autores: Jiangbei Yue, Dinesh Manocha and He Wang
Publicado en: Proceedings of the European Conference on Computer Vision 2022, Edición Annual, 2022
Editor: 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

Autores: Wang, He; He, Feixiang; Shao, Tianjia; Yang, Yongliang; Zhou, Kun; Hogg, David
Publicado en: 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 ., Edición 5, 2021
Editor: Computer Vision and Pattern Recognition
DOI: 10.48550/arxiv.2103.05347

Physical Simulation of Balance Recovery after a Push

Autores: Alexis Jensen, Thomas Chatagnon, Niloofar Khoshsiyar, Daniele Reda, Michiel Van De Panne, Charles Pontonnier, Julien Pettré
Publicado en: ACM SIGGRAPH Conference on Motion, Interaction and Games, 2023, Página(s) 1-11
Editor: ACM
DOI: 10.1145/3623264.3624448

BASAR:Black-box Attack on Skeletal Action Recognition

Autores: Yunfeng Diao, Tianjia Shao, Yong-Liang Yang, Kun Zhou, He Wang
Publicado en: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, Página(s) 7593-7603
Editor: IEEE
DOI: 10.1109/cvpr46437.2021.00751

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

Autores: Dan Casas and Marc Cominio-Trinidad
Publicado en: 2023
Editor: British Machine Vision Conference (BMVC)

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

Autores: Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang, Hubert P. H. Shum
Publicado en: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2024, Página(s) 4574-4583
Editor: IEEE
DOI: 10.1109/iccv51070.2023.00424

iPLAN: Interactive and Procedural Layout Planning

Autores: Feixiang He, Yanlong Huang and He Wang
Publicado en: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022, Edición Annual, 2022
Editor: 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

Autores: Ramana Sundararaman, Cedric De Almeida Braga, Eric Marchand, Julien Pettre
Publicado en: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, Página(s) 3864-3874
Editor: IEEE
DOI: 10.1109/cvpr46437.2021.00386

Peer reviewed articles (8)

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

Autores: Thomas Chatagnon, Anne-Hélène Olivier, Ludovic Hoyet, Julien Pettré, Charles Pontonnier
Publicado en: Journal of Biomechanics, Edición 157, 2024, Página(s) 111703, ISSN 0021-9290
Editor: Elsevier BV
DOI: 10.1016/j.jbiomech.2023.111703

SocialCVAE: Predicting Pedestrian Trajectory via Interaction Conditioned Latents

Autores: Wei Xiang, Haoteng YIN, He Wang, Xiaogang Jin
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, Edición 38, 2024, Página(s) 6216-6224, ISSN 2374-3468
Editor: 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

Autores: Yunfeng Diao, He Wang, Tianjia Shao, Yongliang Yang, Kun Zhou, David Hogg, Meng Wang
Publicado en: Pattern Recognition, Edición 153, 2024, Página(s) 110564, ISSN 0031-3203
Editor: Pergamon Press
DOI: 10.1016/j.patcog.2024.110564

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

Autores: Helena Lügering, Ahmed Alia, Anna Sieben
Publicado en: Frontiers in Social Psychology, Edición 1, 2023, ISSN 2813-7876
Editor: Frontiers in Social Psychology
DOI: 10.3389/frsps.2023.1263953

Propagation of controlled frontward impulses through standing crowds

Autores: Sina Feldmann, Juliane Adrian, Maik Boltes
Publicado en: Collective Dynamics, Edición 9, 2024, Página(s) 1-16, ISSN 2366-8539
Editor: Collective Dynamics
DOI: 10.17815/cd.2024.148

Resolving Collisions in Dense 3D Crowd Animations

Autores: 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
Publicado en: ACM Transactions on Graphics, Edición 43, 2024, Página(s) 1-14, ISSN 0730-0301
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3687266

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

Autores: Helena Lügering, Anna Sieben
Publicado en: Collective Dynamics, Edición 9, 2024, Página(s) 1-28, ISSN 2366-8539
Editor: Collective Dynamics
DOI: 10.17815/cd.2024.146

Temporal segmentation of motion propagation in response to an external impulse

Autores: Sina Feldmann, Thomas Chatagnon, Juliane Adrian, Julien Pettré, Armin Seyfried
Publicado en: Safety Science, Edición 175, 2024, Página(s) 106512, ISSN 0925-7535
Editor: Elsevier BV
DOI: 10.1016/j.ssci.2024.106512

Other (3)

Forward propagation of a push through a tow of people

Autores: Sina Feldmann, Juliane Adrian
Publicado en: Safety Science, Edición Monthly, 2023
Editor: Safety Science
DOI: 10.1016/j.ssci.2023.106173

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

Autores: W. van Toll, T. Chatagnon, C. Braga, B. Solenthaler, J. Pettré
Publicado en: Computers & Graphics Journal 2021, Edición monthly, 2021
Editor: 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

Autores: Helena Lügering, Dilek Tepeli, Anna Sieben
Publicado en: Safety Science, Edición Monthly, 2022
Editor: Safety Science
DOI: 10.1016/j.ssci.2023.106123