Publications

2021

Cas Pouw; Joris Willems; Frank van Schadewijk; Jasmine Thurau; Federico Toschi; Alessandro Corbetta

Benchmarking high-fidelity pedestrian tracking systems for research, real-time monitoring and crowd control Journal Article Forthcoming

submitted, Forthcoming.

Links | BibTeX | Tags: High statistic measurements

Alessandro Gabbana; Alessandro Corbetta; Federico Toschi

Modeling routing choices in unidirectional pedestrian flows Journal Article Forthcoming

submitted, Forthcoming.

BibTeX | Tags: High statistic measurements

Elia Onofri; Alessandro Corbetta

RSSi-based visitor tracking in museums via cascaded AI classifiers and coloured graph representations Journal Article Forthcoming

submitted, Forthcoming.

Links | BibTeX | Tags: museum dynamics

Frenk Cleven

Data-driven estimation of equilibrium distribution functions for pedestrian dynamics Masters Thesis

2021.

BibTeX | Tags: High statistic measurements

Pietro Centorrino; Alessandro Corbetta; Emiliano Cristiani; Elia Onofri

Managing Crowded Museums: Visitors Flow Measurement, Analysis, Modeling, and Optimization Journal Article

J. Comput. Sci., pp. 101357, 2021.

Links | BibTeX | Tags: museum dynamics

2020

Alessandro Corbetta; Lars Schilders; Federico Toschi

High-statistics modeling of complex pedestrian avoidance scenarios Book Chapter

Livio Gibelli (Ed.): Crowd Dynamics (vol. 2) , Chapter 3, Birkhäuser, Cham, 2020.

Links | BibTeX | Tags: High statistic measurements

Cas Pouw

Efficient and scalable analytics frameworks for high-statistics crowd dynamics Masters Thesis

2020.

BibTeX | Tags: High statistic measurements

Caspar Pouw; Federico Toschi; Frank van Schadewijk; Alessandro Corbetta

Monitoring physical distancing for crowd management: Real-time trajectory and group analysis Journal Article

PLOS ONE, 15 (10), 2020.

Links | BibTeX | Tags: High statistic measurements

Joris Willems; Alessandro Corbetta; Vlado Menkovski; Federico Toschi

Pedestrian orientation dynamics from high-fidelity measurements Journal Article

Scientific Reports, 10 (11653), 2020.

Links | BibTeX | Tags: High statistic measurements

Alessandro Corbetta; Werner Kroneman; Maurice Donners; Antal Haans; Philip Ross; Marius Trouwborst; Sander vd Wijdeven; Martijn Hultermans; Dragan Sekulowski; Fedsja vd Heijden; Sjoerd Mentink; Federico Toschi

A large-scale real-life crowd steering experiment via arrow-like stimuli Journal Article

Collective Dynamics, (5), pp. 61-68, 2020.

Links | BibTeX | Tags: High statistic measurements

Werner Kroneman; Alessandro Corbetta; Federico Toschi

Accurate pedestrian localization via height-augmented HOG Journal Article

Collective Dynamics, (5), pp. 33-40, 2020.

Links | BibTeX | Tags: Deep Learning, High statistic measurements

Emiliano Cristiani; Alessandro Corbetta; Caterina Balzotti; Roberto Natalini; Sara Suriano; Federico Toschi

Forecasting visitors' behaviour in crowded museums Inproceedings

Collective Dynamics - Pedestrian and Evacuation Dynamics 2018, pp. 499-501, 2020.

Links | BibTeX | Tags: Big data

2019

Pietro Centorrinol; Alessandro Corbetta; Emiliano Cristiani; Elia Onofri

Measurement and analysis of visitors’ trajectories in crowded museums Inproceedings

2019 IMEKO TC-4 International Conference on Metrology for Archaeology and Cultural Heritage, 2019.

Links | BibTeX | Tags: High statistic measurements

Milad Haghani; Nikolai Bode; Maik Boltes; Emiliano Cristiani; Alessandro Corbetta

Panic, irrationality, herding: Three ambiguous terms in evacuation dynamics research Journal Article

J. Adv. Transport., pp. 9267643, 2019.

Links | BibTeX | Tags: review

Enrico Ronchi, Alessandro Corbetta, Edwin Galea, Max Kinateder, Erika Kuligowski, Denise McGrath, Adam Pel, Youssef Shiban, Peter Thompson, Federico Toschi

New approaches to evacuation modelling for fire safety engineering applications Journal Article

Fire Safety Journal, (106), pp. 197-209, 2019.

BibTeX | Tags: High statistic measurements

Joost Visser, Alessandro Corbetta, Vlado Menkovski, Federico Toschi

StampNet: unsupervised multi-class object discovery Conference

ICIP 2019 - IEEE International Conference on Image Processing, 2019.

Links | BibTeX | Tags: Crowd vision

Juliane Adrian, Nikolai Bode, Martyn Amos, Mitra Baratchi, Mira Beermann, Maik Boltes, Alessandro Corbetta, Guillaume Dezecache, John Drury , Zhijian Fu, Roland Geraerts, Steve Gwynne, Gesine Hofinger, Aoife Hunt, Tinus Kanters, Angelika Kneidl, Krisztina Konya, Gerta Köster, Mira Küpper, Georgios Michalareas, Fergus Neville, Evangelos Ntontis, Stephen Reicher, Enrico Ronchi, Andreas Schadschneider, Armin Seyfried, Alastair Shipman, Anna Sieben, Michael Spearpoint, Gavin Brent Sullivan, Anne Templeton, Federico Toschi, Zeynep Yücel, Francesco Zanlungo, Iker Zuriguel, Natalie van der Wal , Frank van Schadewijk, Cornelia von Krüchten, Nanda Wijermans

A Glossary for Research on Human Crowd Dynamics Journal Article

Collective Dynamics, 4 , pp. 1-13, 2019.

Links | BibTeX | Tags: crowd dynamics

Rick de Kreij

A multi-scale model for real-life pedestrian arrival processes Masters Thesis

Eindhoven University of Technology, 2019.

BibTeX | Tags: High statistic measurements

Alessandro Corbetta; Federico Toschi

Path-integral representation of diluted pedestrian dynamics Book Chapter

Mark Peletier; Rutger Van Santen; Erik Steur. (Ed.): Complexity Science. An introduction , pp. 329-345, World Scientific, 2019.

Links | BibTeX | Tags: High statistic measurements

2018

Alessandro Corbetta, Jasper Meeusen, Chung-min Lee, Roberto Benzi, Federico Toschi

Physics-based modeling and data representation of pairwise interactions among pedestrians Journal Article

Physical Review E, 98 , pp. 062310, 2018.

Links | BibTeX | Tags: Deep Learning, Eindhoven Station, High statistic measurements

Joris Willems

Pedestrian Orientation: Accurate Measurements and Dynamics Masters Thesis

Eindhoven University of Technology, 2018.

BibTeX | Tags: Crowd vision

Lars Schilders

Superposition of interactions in pedestrian dynamics Masters Thesis

Eindhoven University of Technology, 2018.

BibTeX | Tags: High statistic measurements

2017

Diping Song; Qiao Yu; Alessandro Corbetta

Depth Driven People Counting Using Deep Region Proposal Network Conference

IEEE International Conference on Information and Automation (ICIA 2017), 2017.

Links | BibTeX | Tags: Crowd vision, Deep Learning

Alessandro Corbetta; Federico Toschi

Overhead pedestrian tracking for large scale real-life crowd dynamics analyses Incollection

Enrico Ronchi (Ed.): New approaches to evacuation modelling, pp. 40-51, Lund University Fire Safety Engineering Report, 2017.

Abstract | Links | BibTeX | Tags: Big data, Eindhoven Station, High statistic measurements, Pedestrian dynamics

Alessandro Corbetta; Vlado Menkovski; Federico Toschi

Weakly supervised training of deep convolutional neural networks for overhead pedestrian localization in depth fields Conference

14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2017, ISBN: 978-1-5386-2940-6.

Abstract | Links | BibTeX | Tags: Crowd vision, Deep Learning

Alessandro Corbetta; Chung-min Lee; Roberto Benzi; Adrian Muntean; Federico Toschi

Fluctuations around mean walking behaviours in diluted pedestrian flows Journal Article

Physical Review E, 95 , pp. 032316, 2017.

Abstract | Links | BibTeX | Tags: High statistic measurements, ILIAD15_STA, Langevin Equations, Metaforum, Pedestrian dynamics

Alessandro Corbetta; Chung-min Lee; Adrian Muntean; Federico Toschi

Frame vs. trajectory analyses of pedestrian dynamics asymmetries in a staircase landing Journal Article

Collective Dynamics, 1 , pp. 1-27, 2017.

Abstract | Links | BibTeX | Tags: Big data, High statistic measurements, Metaforum

2016

Alessandro Corbetta; Chung-min Lee; Adrian Muntean; Federico Toschi

Asymmetric pedestrian dynamics on a staircase landing from continuous measurements Book Chapter

W. Daamen & V.L. Knoop (Ed.): Traffic and Granular Flow '15 , pp. 49-56, Berlin: Springer, 2016.

Abstract | Links | BibTeX | Tags: High statistic measurements, Metaforum, Pedestrian dynamics

Jasper Meeusen

Dense Crowd Dynamics Masters Thesis

Eindhoven University of Technology, 2016.

Abstract | BibTeX | Tags: Eindhoven Station, High statistic measurements

Alessandro Corbetta; Chung-min Lee; Jasper Meeusen; Federico Toschi

Continuous measurements of real-life bidirectional pedestrian flows on a wide walkway Inproceedings

Proceedings of Pedestrian and Evacuation Dynamics 2016, pp. 18-24, 2016.

Abstract | Links | BibTeX | Tags: Big data, Eindhoven Station, High statistic measurements

Alessandro Corbetta

Multiscale crowd dynamics: physical analysis, modeling and applications PhD Thesis

Eindhoven University of Technology, 2016.

Abstract | Links | BibTeX | Tags: Eindhoven Station, High statistic measurements, Metaforum

2015

Alessandro Corbetta; Adrian Muntean; Kiamars Vafayi

Parameter estimation of social forces in pedestrian dynamics models via a probabilistic method Journal Article

Mathematical Biosciences and Engineering, 12 (2), pp. 337 - 356, 2015.

Abstract | Links | BibTeX | Tags: High statistic measurements, Metaforum

2014

Alessandro Corbetta; Luca Bruno; Adrian Muntean; Federico Toschi

High statistics measurements of pedestrian dynamics Journal Article

Transportation Research Procedia, 2 , pp. 96-104, 2014.

Abstract | Links | BibTeX | Tags: High statistic measurements, ILIAD15_STA, Metaforum, Pedestrian dynamics

The processing scripts for our datasets can be found on github .