Publications

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

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 Conference Forthcoming

Pedestrian and Evacuation Dynamics 2018 (to appear), Forthcoming.

Links | BibTeX | Tags: High statistic measurements

Werner Kroneman; Alessandro Corbetta; Federico Toschi

Accurate pedestrian localization via height-augmented HOG Conference Forthcoming

Pedestrian and Evacuation Dynamics 2018 (to appear), Forthcoming.

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 Conference Forthcoming

Pedestrian and Evacuation Dynamics 2018 (to appear), Forthcoming.

BibTeX | Tags: Big data

Alessandro Corbetta; Federico Toschi

Path-integral representation of diluted pedestrian dynamics Book Chapter Forthcoming

Forthcoming.

Links | 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 .