Modelling of pedestrian groups and application to group recognition

D. Brščić; F. Zanlungo; T. Kanda

doi:10.23919/MIPRO.2017.7973489

Modelling of pedestrian groups and application to group recognition

D. Brščić, F. Zanlungo, T. Kanda

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Citations (Scopus)

Abstract

In analysing the movement and interaction of pedestrians it is very important to take into account the social groups they form. In this paper we describe the work we have done on the modelling of the spatial formations of socially interacting groups of pedestrians. We than explain the application of the obtained statistical models to the automatic detection of pedestrians who are in a group. The results show that a high detection accuracy can be achieved.

Original language	English
Title of host publication	2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings
Editors	Marina Cicin-Sain, Filip Hormot, Tihana Galinac Grbac, Boris Vrdoljak, Edvard Tijan, Karolj Skala, Slobodan Ribaric, Stjepan Gros, Vlado Sruk, Mladen Mauher, Petar Biljanovic, Marko Koricic
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	564-569
Number of pages	6
ISBN (Electronic)	9789532330922
DOIs	https://doi.org/10.23919/MIPRO.2017.7973489
Publication status	Published - Jul 10 2017
Externally published	Yes
Event	40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Opatija, Croatia Duration: May 22 2017 → May 26 2017

Publication series

Name	2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings

Conference

Conference	40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017
Country/Territory	Croatia
City	Opatija
Period	5/22/17 → 5/26/17

ASJC Scopus subject areas

Computer Networks and Communications
Information Systems
Electrical and Electronic Engineering
Instrumentation

Access to Document

10.23919/MIPRO.2017.7973489

Cite this

Brščić, D., Zanlungo, F., & Kanda, T. (2017). Modelling of pedestrian groups and application to group recognition. In M. Cicin-Sain, F. Hormot, T. G. Grbac, B. Vrdoljak, E. Tijan, K. Skala, S. Ribaric, S. Gros, V. Sruk, M. Mauher, P. Biljanovic, & M. Koricic (Eds.), 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings (pp. 564-569). [7973489] (2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/MIPRO.2017.7973489

Modelling of pedestrian groups and application to group recognition. / Brščić, D.; Zanlungo, F.; Kanda, T.

2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings. ed. / Marina Cicin-Sain; Filip Hormot; Tihana Galinac Grbac; Boris Vrdoljak; Edvard Tijan; Karolj Skala; Slobodan Ribaric; Stjepan Gros; Vlado Sruk; Mladen Mauher; Petar Biljanovic; Marko Koricic. Institute of Electrical and Electronics Engineers Inc., 2017. p. 564-569 7973489 (2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Brščić, D, Zanlungo, F & Kanda, T 2017, Modelling of pedestrian groups and application to group recognition. in M Cicin-Sain, F Hormot, TG Grbac, B Vrdoljak, E Tijan, K Skala, S Ribaric, S Gros, V Sruk, M Mauher, P Biljanovic & M Koricic (eds), 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings., 7973489, 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 564-569, 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017, Opatija, Croatia, 5/22/17. https://doi.org/10.23919/MIPRO.2017.7973489

Brščić D, Zanlungo F, Kanda T. Modelling of pedestrian groups and application to group recognition. In Cicin-Sain M, Hormot F, Grbac TG, Vrdoljak B, Tijan E, Skala K, Ribaric S, Gros S, Sruk V, Mauher M, Biljanovic P, Koricic M, editors, 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2017. p. 564-569. 7973489. (2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings). https://doi.org/10.23919/MIPRO.2017.7973489

Brščić, D. ; Zanlungo, F. ; Kanda, T. / Modelling of pedestrian groups and application to group recognition. 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings. editor / Marina Cicin-Sain ; Filip Hormot ; Tihana Galinac Grbac ; Boris Vrdoljak ; Edvard Tijan ; Karolj Skala ; Slobodan Ribaric ; Stjepan Gros ; Vlado Sruk ; Mladen Mauher ; Petar Biljanovic ; Marko Koricic. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 564-569 (2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings).

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title = "Modelling of pedestrian groups and application to group recognition",

abstract = "In analysing the movement and interaction of pedestrians it is very important to take into account the social groups they form. In this paper we describe the work we have done on the modelling of the spatial formations of socially interacting groups of pedestrians. We than explain the application of the obtained statistical models to the automatic detection of pedestrians who are in a group. The results show that a high detection accuracy can be achieved.",

author = "D. Br{\v s}{\v c}i{\'c} and F. Zanlungo and T. Kanda",

note = "Funding Information: This work was supported by CREST, JST. Publisher Copyright: {\textcopyright} 2017 Croatian Society MIPRO.; 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 ; Conference date: 22-05-2017 Through 26-05-2017",

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doi = "10.23919/MIPRO.2017.7973489",

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editor = "Marina Cicin-Sain and Filip Hormot and Grbac, {Tihana Galinac} and Boris Vrdoljak and Edvard Tijan and Karolj Skala and Slobodan Ribaric and Stjepan Gros and Vlado Sruk and Mladen Mauher and Petar Biljanovic and Marko Koricic",

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AU - Zanlungo, F.

AU - Kanda, T.

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N2 - In analysing the movement and interaction of pedestrians it is very important to take into account the social groups they form. In this paper we describe the work we have done on the modelling of the spatial formations of socially interacting groups of pedestrians. We than explain the application of the obtained statistical models to the automatic detection of pedestrians who are in a group. The results show that a high detection accuracy can be achieved.

AB - In analysing the movement and interaction of pedestrians it is very important to take into account the social groups they form. In this paper we describe the work we have done on the modelling of the spatial formations of socially interacting groups of pedestrians. We than explain the application of the obtained statistical models to the automatic detection of pedestrians who are in a group. The results show that a high detection accuracy can be achieved.

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T3 - 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings

SP - 564

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BT - 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings

A2 - Cicin-Sain, Marina

A2 - Hormot, Filip

A2 - Grbac, Tihana Galinac

A2 - Vrdoljak, Boris

A2 - Tijan, Edvard

A2 - Skala, Karolj

A2 - Ribaric, Slobodan

A2 - Gros, Stjepan

A2 - Sruk, Vlado

A2 - Mauher, Mladen

A2 - Biljanovic, Petar

A2 - Koricic, Marko

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017

Y2 - 22 May 2017 through 26 May 2017

ER -

Modelling of pedestrian groups and application to group recognition

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