Counting, classifying and tracking vehicles routes at road intersections with YOLOv4 and DeepSORT

Luiz Gatelli; Gabriel Gosmann; Felipe Fitarelli; Guilherme Huth; Anderson A. Schwertner; Ricardo De Azambuja; Valner J. Brusamarello

doi:10.1109/INSCIT49950.2021.9557244

Counting, classifying and tracking vehicles routes at road intersections with YOLOv4 and DeepSORT

Luiz Gatelli
, Gabriel Gosmann
, Felipe Fitarelli
, Guilherme Huth
, Anderson A. Schwertner
, Ricardo De Azambuja
, Valner J. Brusamarello

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

Original language	English
Title of host publication	2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT)
Publisher	Institute of Electrical and Electronics Engineers
Pages	1-6
ISBN (Electronic)	9781728197265
ISBN (Print)	9781728197265
DOIs	https://doi.org/10.1109/INSCIT49950.2021.9557244
Publication status	Published - 23 Aug 2021
Event	2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT) - Campinas, Brazil Duration: 23 Aug 2021 → 27 Aug 2021

Conference

Conference	2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT)
Period	23/08/21 → 27/08/21

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10.1109/INSCIT49950.2021.9557244

https://ieeexplore.ieee.org/document/9557244/

TRAIN@Ed: Transnational Research and Innovation Network at Edinburgh
Gorjanc, G. (Principal Investigator), Bell, C. (Co-investigator), Duncan, A. (Co-investigator), Farrington, S. (Co-investigator), Florian, L. (Co-investigator), Forde, M. (Co-investigator), Hickey, J. (Co-investigator), Lacka, E. (Co-investigator), Ma, T. (Co-investigator), Mcneill, G. (Co-investigator), Medina-Lopez, E. (Co-investigator), Rosser, S. (Co-investigator), Rossi, R. (Co-investigator), Sabanis, S. (Co-investigator), Szpruch, L. (Co-investigator), Tenesa, A. (Co-investigator), Wake, D. (Co-investigator), Williamson, B. (Co-investigator) & Yang, Y. (Co-investigator)
EU government bodies, Non-EU industry, commerce and public corporations
1/11/19 → 19/04/23
Project: Research

Cite this

Gatelli, L., Gosmann, G., Fitarelli, F., Huth, G., Schwertner, A. A., De Azambuja, R., & Brusamarello, V. J. (2021). Counting, classifying and tracking vehicles routes at road intersections with YOLOv4 and DeepSORT. In 2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT) (pp. 1-6). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/INSCIT49950.2021.9557244

@inproceedings{d5353d7f79444c83a22cb1a21aa99feb,

title = "Counting, classifying and tracking vehicles routes at road intersections with YOLOv4 and DeepSORT",

author = "Luiz Gatelli and Gabriel Gosmann and Felipe Fitarelli and Guilherme Huth and Schwertner, \{Anderson A.\} and \{De Azambuja\}, Ricardo and Brusamarello, \{Valner J.\}",

year = "2021",

month = aug,

day = "23",

doi = "10.1109/INSCIT49950.2021.9557244",

language = "English",

isbn = "9781728197265",

pages = "1--6",

booktitle = "2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT)",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT) ; Conference date: 23-08-2021 Through 27-08-2021",

}

Gatelli, L, Gosmann, G, Fitarelli, F, Huth, G, Schwertner, AA, De Azambuja, R & Brusamarello, VJ 2021, Counting, classifying and tracking vehicles routes at road intersections with YOLOv4 and DeepSORT. in 2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT). Institute of Electrical and Electronics Engineers, pp. 1-6, 2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT), 23/08/21. https://doi.org/10.1109/INSCIT49950.2021.9557244

Counting, classifying and tracking vehicles routes at road intersections with YOLOv4 and DeepSORT. / Gatelli, Luiz; Gosmann, Gabriel; Fitarelli, Felipe et al.
2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT). Institute of Electrical and Electronics Engineers, 2021. p. 1-6.

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

TY - GEN

T1 - Counting, classifying and tracking vehicles routes at road intersections with YOLOv4 and DeepSORT

AU - Gatelli, Luiz

AU - Gosmann, Gabriel

AU - Fitarelli, Felipe

AU - Huth, Guilherme

AU - Schwertner, Anderson A.

AU - De Azambuja, Ricardo

AU - Brusamarello, Valner J.

PY - 2021/8/23

Y1 - 2021/8/23

U2 - 10.1109/INSCIT49950.2021.9557244

DO - 10.1109/INSCIT49950.2021.9557244

M3 - Conference contribution

SN - 9781728197265

SP - 1

EP - 6

BT - 2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT)

PB - Institute of Electrical and Electronics Engineers

T2 - 2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT)

Y2 - 23 August 2021 through 27 August 2021

ER -

Gatelli L, Gosmann G, Fitarelli F, Huth G, Schwertner AA, De Azambuja R et al. Counting, classifying and tracking vehicles routes at road intersections with YOLOv4 and DeepSORT. In 2021 5th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT). Institute of Electrical and Electronics Engineers. 2021. p. 1-6 doi: 10.1109/INSCIT49950.2021.9557244

Counting, classifying and tracking vehicles routes at road intersections with YOLOv4 and DeepSORT

Conference

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Projects

TRAIN@Ed: Transnational Research and Innovation Network at Edinburgh

Cite this