Road pedestrian detection and tracking algorithm based on improved YOLOv5s and DeepSORT.

Guofeng Qin, Rongting Pan, Yi Deng, Peiwen Mi, Yongjian Zhu

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DOI: 10.1371/journal.pone.0334786
Published: 0
Container: PLoS ONE
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Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1371/journal.pone.0334786,
  title = {Road pedestrian detection and tracking algorithm based on improved YOLOv5s and DeepSORT.},
  author = {Guofeng Qin and Rongting Pan and Yi Deng and Peiwen Mi and Yongjian Zhu},
  year = {2025},
  journal = {PLoS ONE},
  doi = {10.1371/journal.pone.0334786},
  url = {https://doi.org/10.1371/journal.pone.0334786}
}

RIS

TY  - JOUR
TI  - Road pedestrian detection and tracking algorithm based on improved YOLOv5s and DeepSORT.
AU  - Guofeng Qin
AU  - Rongting Pan
AU  - Yi Deng
AU  - Peiwen Mi
AU  - Yongjian Zhu
PY  - 2025
JO  - PLoS ONE
DO  - 10.1371/journal.pone.0334786
UR  - https://doi.org/10.1371/journal.pone.0334786
ER  -

APA

Qin, G., Pan, R., Deng, Y., Mi, P., & Zhu, Y. (2025). Road pedestrian detection and tracking algorithm based on improved YOLOv5s and DeepSORT.. PLoS ONE. https://doi.org/10.1371/journal.pone.0334786

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doaj · retrieved 2026-09-27T07:27:14.623Z