Publications

2017

Diping Song; Qiao Yu; Alessandro Corbetta

Depth Driven People Counting Using Deep Region Proposal Network Conference Forthcoming

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

BibTeX | Tags: Crowd vision, Deep Learning

Alessandro Corbetta; Federico Toschi

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

Enrico Ronchi (Ed.): invited panelist contribution at "New approaches to evacuation modelling" (as part of the 12th International Symposium on Fire Safety Science), Forthcoming.

Abstract | 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 Forthcoming

2nd Workshop on Signal Processing for Understanding Crowd Dynamics (as part of 14th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS 2017)), Forthcoming.

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 .