Review of pedestrian trajectory prediction methods: Comparing deep learning and knowledge-based approaches

R Korbmacher, A Tordeux - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
In crowd scenarios, predicting trajectories of pedestrians is a complex and challenging task
depending on many external factors. The topology of the scene and the interactions …

Mapping the knowledge domain of soft computing applications for emergency evacuation studies: A scientometric analysis and critical review

B Liang, CN van der Wal, K Xie, Y Chen, FMT Brazier… - Safety science, 2023 - Elsevier
Emergency evacuation is viewed as a common strategy adopted during the disaster
preparedness stage of evacuation to ensure the safety of potentially affected populations. In …

Human trajectory forecasting in crowds: A deep learning perspective

P Kothari, S Kreiss, A Alahi - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
Since the past few decades, human trajectory forecasting has been a field of active research
owing to its numerous real-world applications: evacuation situation analysis, deployment of …

[HTML][HTML] Managing crowded museums: Visitors flow measurement, analysis, modeling, and optimization

P Centorrino, A Corbetta, E Cristiani, E Onofri - Journal of Computational …, 2021 - Elsevier
We present an all-around study of the visitors flow in crowded museums: a combination of
Lagrangian field measurements and statistical analyses enable us to create stochastic …

Modeling crowd evacuation via behavioral heterogeneity-based social force model

W Wu, J Li, W Yi, X Zheng - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
With the increasing scale of crowds in public places, the study of modeling crowd evacuation
has become a significant research field. However, most previous research ignores to …

[HTML][HTML] Review of analyses on crowd-gathering risk and its evaluation methods

W Weng, J Wang, L Shen, Y Song - Journal of safety science and resilience, 2023 - Elsevier
Overcrowding and stampedes may occur in public places with the gathering of crowds. To
mitigate and prevent risk, the accident mechanism and methods for monitoring and …

Pedestrian evacuation simulation in indoor emergency situations: Approaches, models and tools

J Chen, T Shi, N Li - Safety science, 2021 - Elsevier
Pedestrian evacuation simulation (PES) provides a low-cost and low-risk method to facilitate
safety design and emergency management in indoor environment by describing pedestrian …

Improved social force model considering the influence of COVID-19 pandemic: Pedestrian evacuation under regulation

Q Li, M Zhao, Z Zhang, K Li, L Chen, J Zhang - Applied Mathematical …, 2023 - Elsevier
Collective behavior has been frequently studied in previous works. However, during
pandemics, the method in which system dynamics control the collective behavior of …

BIM-based safety design for emergency evacuation of metro stations

Y Tang, N Xia, Y Lu, L Varga, Q Li, G Chen… - Automation in …, 2021 - Elsevier
Metro stations are the hubs of urban rail transit, and large numbers of people usually gather
inside them. Various types of emergency can lead to a need for evacuation. However, there …

An incentive based road traffic control mechanism for covid-19 pandemic alike emergency preparedness and response

H Bi, WL Shang, Y Chen, K Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The Covid-19 pandemic has hit hard on the highly-organised yet risk-vulnerable modern
societies, and has introduced new characteristics to large-scale emergencies, which feature …