A lightweight pose-aware YOLO framework for real-time tennis stroke recognition and training analysis.

Chen B, Du L, Peng D, Zhou Y, He D, Fang W, Cen Y, Mou C, Peng J, Jin L, Peng X

DOI: 10.1186/s13102-026-01894-4
Published: 2026 Jul 28
Container: BMC sports science, medicine & rehabilitation
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. 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
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1186/s13102-026-01894-4,
  title = {A lightweight pose-aware YOLO framework for real-time tennis stroke recognition and training analysis.},
  author = {Chen B and Du L and Peng D and Zhou Y and He D and Fang W and Cen Y and Mou C and Peng J and Jin L and Peng X},
  year = {2026},
  journal = {BMC sports science, medicine \& rehabilitation},
  doi = {10.1186/s13102-026-01894-4},
  url = {https://doi.org/10.1186/s13102-026-01894-4}
}

RIS

TY  - JOUR
TI  - A lightweight pose-aware YOLO framework for real-time tennis stroke recognition and training analysis.
AU  - Chen B
AU  - Du L
AU  - Peng D
AU  - Zhou Y
AU  - He D
AU  - Fang W
AU  - Cen Y
AU  - Mou C
AU  - Peng J
AU  - Jin L
AU  - Peng X
PY  - 2026
JO  - BMC sports science, medicine & rehabilitation
DO  - 10.1186/s13102-026-01894-4
UR  - https://doi.org/10.1186/s13102-026-01894-4
ER  -

APA

B, C., L, D., D, P., Y, Z., D, H., W, F., Y, C., C, M., J, P., L, J., & X, P. (2026). A lightweight pose-aware YOLO framework for real-time tennis stroke recognition and training analysis.. BMC sports science, medicine & rehabilitation. https://doi.org/10.1186/s13102-026-01894-4

Source records

pubmed · retrieved 2026-11-10T12:44:24.728Z