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 …

Evacuation dynamics: Empirical results, modeling and applications

A Schadschneider, W Klingsch, H Klüpfel… - arxiv preprint arxiv …, 2008 - arxiv.org
This extensive review was written for the``Encyclopedia of Complexity and System
Science''(Springer, 2008) and addresses a broad audience ranging from engineers to …

Cellular automaton model for evacuation process with obstacles

A Varas, MD Cornejo, D Mainemer, B Toledo… - Physica A: Statistical …, 2007 - Elsevier
A bidimensional cellular automaton model is used to simulate the process of evacuation of
pedestrians in a room with fixed obstacles. A floor field is defined so that moving to a cell …

Modelling passenger flows in public transport facilities.

W Daamen - 2002 - elibrary.ru
Degree: Dr. DegreeYear: 2004 Institute: Technische Universiteit Delft (The Netherlands)
Publisher: DUP Science, Delft University Press, PO Box 98, 2600 MG Delft, The …

On a mean field game approach modeling congestion and aversion in pedestrian crowds

A Lachapelle, MT Wolfram - Transportation research part B: methodological, 2011 - Elsevier
In this paper we present a new class of pedestrian crowd models based on the mean field
games theory introduced by Lasry and Lions in 2006. This macroscopic approach is based …

Traffic instabilities in self-organized pedestrian crowds

M Moussaid, EG Guillot, M Moreau… - PLoS computational …, 2012 - journals.plos.org
In human crowds as well as in many animal societies, local interactions among individuals
often give rise to self-organized collective organizations that offer functional benefits to the …

Cellular automaton approach to pedestrian dynamics-theory

A Schadschneider - arxiv preprint cond-mat/0112117, 2001 - arxiv.org
We present a 2-dimensional cellular automaton model for the simulation of pedestrian
dynamics. The model is extremely efficient and allows simulations of large crowds faster …

Experimental study of pedestrian counterflow in a corridor

T Kretz, A Grünebohm, M Kaufman… - Journal of Statistical …, 2006 - iopscience.iop.org
In this work the results of a pedestrian counterflow experiment in a corridor of width 2 m are
presented. 67 participants were divided into two groups with varying relative and absolute …

[PDF][PDF] ESCAPES: evacuation simulation with children, authorities, parents, emotions, and social comparison.

J Tsai, N Fridman, E Bowring, M Brown, S Epstein… - AAMAS, 2011 - Citeseer
In creating an evacuation simulation for training and planning, realistic agents that
reproduce known phenomenon are required. Evacuation simulation in the airport domain …

Simulation of pedestrian evacuation in stampedes based on a cellular automaton model

J Yi, S Pan, Q Chen - Simulation Modelling Practice and Theory, 2020 - Elsevier
Human stampedes have been identified as a major hazard that could occur during
pedestrian evacuations around the world. This paper establishes an extended floor field …