Record #898565

CrowdDNA

TECHNOLOGIES FOR COMPUTER-ASSISTED CROWD MANAGEMENT

Grant period	2020-11-01 - 2024-10-31
Funding body	European Union
Call number	H2020-FETOPEN-2018-2019-2020-01
Grant number	899739
Identifier	G:(EU-Grant)899739

Note: CrowdDNA is a radically new concept to assist public space operators in the management of crowds, i.e., mass event organization, heavy pedestrian traffic management, crowd movement analysis and decision support. CrowdDNA technology is based on a new generation of crowd simulation models, which are capable of predicting the dynamics, behaviour and risk factors of crowds of extreme density. The main idea behind CrowdDNA is that analysis of some specific macroscopic features of a crowd, such as its apparent motion (that can be easily measured in real mass events) can reveal a valuable information about the internal structure and provide a precise estimate of a crowd state. This challenges the existing paradigms in the field that rely on simulation technologies and require measuring the simulation variables to initialize it, such as density, counts or individual features which are each difficult to estimate. This vision raises one main scientific challenge, which can be summarized as the need for a deep understanding of the relations between the smallest scales of crowd behaviours (e.g., contact and pushes at the limb scale) and the largest ones up to the entire crowd. CrowdDNA is a first attempt to combine biomechanical and behavioural simulation in complex scenarios of interactions between many humans. It will revolutionize the practices of crowd management to answer the requirements of modern society on safety and comfort at mass events or in crowded transportation facilities. CrowdDNA builds the foundations of new research on crowds, and opens up new opportunities for studies on physical interaction across cognitive sciences and biomechanics, as well as robotics and autonomous vehicles for safe navigation among people.

Recent Publications

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Contribution to a conference proceedings Yue, J. ; Li, B. ; Petrré, J. ; Seyfried, A.FZJ* ; Wang, H. (Corresponding author)Extern*
Human Motion Prediction Under Unexpected Perturbation
20242024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), SeattleSeattle, WA, 16 Jun 2024 - 22 Jun 20242024-06-162024-06-22 IEEE 1501-1511 (2024) [10.1109/CVPR52733.2024.00149]2024 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Journal Article Feldmann, S.FZJ* ; Chatagnon, T.FZJ* ; Adrian, J. (Corresponding author)FZJ* ; Pettré, J. ; Seyfried, A.FZJ*
Temporal segmentation of motion propagation in response to an external impulse
2024Pedestrian and Evacuation Dynamics 2023, PED2023, EindhovenEindhoven, 28 Jun 2023 - 30 Jun 20232023-06-282023-06-30 Safety Science 175, 106512 (2024) [10.1016/j.ssci.2024.106512]2024 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Feldmann, S. (Corresponding author)FZJ* ; Adrian, J.FZJ* ; Boltes, M.FZJ*
Propagation of controlled frontward impulses through standing crowds
Collective dynamics 9(A148), 1-17 (2024) [10.17815/CD.2024.148]2024 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Adrian, J. (Corresponding author)FZJ*
CrowdDNA - Technologies for computer-assisted crowd management
2023IBIT Fachtagung Veranstaltungssicherheit, IBIT23, KölnKöln, Germany, 8 Nov 2023 - 9 Nov 20232023-11-082023-11-09 BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Other) Adrian, J.FZJ*
Interaction within a highly motivated crowd in bottleneck experiments
2023CrowdDNA All-hands meeting, onlineonline, France, 19 Sep 2023 - 21 Sep 20232023-09-192023-09-21 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Invited) Adrian, J. (Corresponding author)FZJ*
Civil Safety Research - Understanding Pedestrian Dynamics to Enhance the Safety in Large Crowds
2023BMBF-Klausurwoche Dual Use und Missbrauch von Forschungsergebnissen, JülichJülich, Germany, 17 Jul 2023 - 21 Jul 20232023-07-172023-07-21 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Adrian, J. (Corresponding author)FZJ* ; Boltes, M.FZJ* ; Pettre, J. ; Seyfried, A.FZJ*
Interaction within a highly motivated crowd in bottleneck experiments
2023Pedestrian and Evacuation Dynamics, PED23, EindhovenEindhoven, Netherlands, 28 Jun 2023 - 30 Jun 20232023-06-282023-06-30 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Feldmann, S. (Corresponding author)FZJ* ; Chatagnon, T. ; Adrian, J. (Corresponding author)FZJ* ; Pettre, J. ; Seyfried, A.FZJ*
Motion propagation in response to an external impulse
2023Pedestrian and Evacuation Dynamics, PED23, EindhovenEindhoven, Netherlands, 28 Jun 2023 - 30 Jun 20232023-06-282023-06-30 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Chatagnon, T. (Corresponding author) ; Feldmann, S.FZJ* ; Adrian, J. (Corresponding author)FZJ* ; Olivier, A.-H. ; Pontonnier, C. ; Hoyer, L. ; Pettre, J.
Experimental study of stepping strategies in dense crowds
2023Pedestrian and Evacuation Dynamics, PED23, EindhovenEindhoven, Netherlands, 28 Jun 2023 - 30 Jun 20232023-06-282023-06-30 BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Other) Adrian, J. (Corresponding author)FZJ*
Pedestrian Dynamics: Insights from Experimental Research and Implications for Modeling and Simulation - Part II
2023Workshop with movement strategies, onlineonline, Germany, 10 May 2023 - 10 May 20232023-05-102023-05-10 BibTeX | EndNote: XML, Text | RIS

All known publications ...
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Record created 2021-10-08, last modified 2023-02-07

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