The group-housed pigs attacking and daily behaviors detection and tracking based on improved YOLOv5s and DeepSORT

Tianyu Cheng, Fujie Sun, Liang Mao, Haoxuan Ou, Shuqin Tu, Fang Yuan, Hairan Yang

Open source

DOI: 10.1371/journal.pone.0334783
Published: 2025-10-31
Container: PLOS One
Publisher: Public Library of Science (PLoS)
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1371/journal.pone.0334783,
  title = {The group-housed pigs attacking and daily behaviors detection and tracking based on improved YOLOv5s and DeepSORT},
  author = {Tianyu Cheng and Fujie Sun and Liang Mao and Haoxuan Ou and Shuqin Tu and Fang Yuan and Hairan Yang},
  year = {2025},
  journal = {PLOS One},
  doi = {10.1371/journal.pone.0334783},
  url = {https://doi.org/10.1371/journal.pone.0334783}
}

RIS

TY  - JOUR
TI  - The group-housed pigs attacking and daily behaviors detection and tracking based on improved YOLOv5s and DeepSORT
AU  - Tianyu Cheng
AU  - Fujie Sun
AU  - Liang Mao
AU  - Haoxuan Ou
AU  - Shuqin Tu
AU  - Fang Yuan
AU  - Hairan Yang
PY  - 2025
JO  - PLOS One
DO  - 10.1371/journal.pone.0334783
UR  - https://doi.org/10.1371/journal.pone.0334783
ER  -

APA

Cheng, T., Sun, F., Mao, L., Ou, H., Tu, S., Yuan, F., & Yang, H. (2025). The group-housed pigs attacking and daily behaviors detection and tracking based on improved YOLOv5s and DeepSORT. PLOS One. https://doi.org/10.1371/journal.pone.0334783

Source records

crossref · retrieved 2026-09-27T09:07:35.806Z