Pedestrian trajectory prediction based on deep convolutional LSTM network

X Song, K Chen, X Li, J Sun, B Hou… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Pedestrian trajectory prediction is vital for transportation systems. Generally we can divide
pedestrian behavior modeling into two categories, ie, knowledge-driven and data-driven …

Flow and clogging of a sheep herd passing through a bottleneck

A Garcimartín, JM Pastor, LM Ferrer, JJ Ramos… - Physical Review E, 2015 - APS
We present an experimental study of a flock passing through a narrow door. Video
monitoring of daily routines in a farm has enabled us to collect a sizable amount of data. By …

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 …

[HTML][HTML] Macroscopic and microscopic dynamics of a pedestrian cross-flow: Part II, modelling

F Zanlungo, C Feliciani, Z Yücel, K Nishinari, T Kanda - Safety science, 2023 - Elsevier
In this work, we try to reproduce empirical results concerning the behaviour of a human
crowd in a cross-flow using a hierarchy of models, which differ in the details of the body …

Redefining the role of obstacles in pedestrian evacuation

A Garcimartín, D Maza, JM Pastor, DR Parisi… - New Journal of …, 2018 - iopscience.iop.org
The placement of obstacles in front of doors is believed to be an effective strategy to
increase theflow of pedestrians, hence improving the evacuation process. Since it wasfirst …

Toward cognitive digital twins using a BIM-GIS asset management system for a diffused university

S Meschini, L Pellegrini, M Locatelli… - Frontiers in Built …, 2022 - frontiersin.org
The integrated use of building information modeling (BIM) and geographic information
system (GIS) is promising for the development of asset management systems (AMSs) for …

A data-driven neural network approach to simulate pedestrian movement

X Song, D Han, J Sun, Z Zhang - Physica A: Statistical Mechanics and its …, 2018 - Elsevier
As artificial intelligence becomes a research hotspot, more and more researchers are trying
to apply it to numerous domains. It is therefore interesting and challenging to apply data …

A universal function for capacity of bidirectional pedestrian streams: Filling the gaps in the literature

C Feliciani, H Murakami, K Nishinari - PloS one, 2018 - journals.plos.org
In this work, we investigate properties of bidirectional pedestrian streams by studying
different experimental datasets from multiple authors. Through the comparison of a scenario …

A literature review of dense crowd simulation

HT Dang, B Gaudou, N Verstaevel - Simulation Modelling Practice and …, 2024 - Elsevier
Pedestrian modeling and simulation has become an interesting topic that has gained
scientists' interest over the past few decades. While this field has yielded significant …

Modeling pedestrians' interest in locations: A concept to improve simulations of pedestrian destination choice

PM Kielar, A Borrmann - Simulation Modelling Practice and Theory, 2016 - Elsevier
Large environments that are designed for travel, leisure, and for everyday life–such as
transport hubs, amusement parks, and shopping centers–feature different locations that are …