FEGW-YOLO: A Feature-Complexity-Guided Lightweight Framework for Real-Time Multi-Crop Detection with Advanced Sensing Integration on Edge Devices

Yaojiang Liu, Hongjun Tian, Yijie Yin, Yuhan Zhou, Wei Li, Yang Xiong, Yichen Wang, Zinan Nie, Yang Yang, Dongxiao Xie, Shijie Huang

Open source

DOI: 10.3390/s26041313
Published: 2026-02-18
Container: Sensors
Publisher: MDPI AG
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:10.3390/s26041313,
  title = {FEGW-YOLO: A Feature-Complexity-Guided Lightweight Framework for Real-Time Multi-Crop Detection with Advanced Sensing Integration on Edge Devices},
  author = {Yaojiang Liu and Hongjun Tian and Yijie Yin and Yuhan Zhou and Wei Li and Yang Xiong and Yichen Wang and Zinan Nie and Yang Yang and Dongxiao Xie and Shijie Huang},
  year = {2026},
  journal = {Sensors},
  doi = {10.3390/s26041313},
  url = {https://doi.org/10.3390/s26041313}
}

RIS

TY  - JOUR
TI  - FEGW-YOLO: A Feature-Complexity-Guided Lightweight Framework for Real-Time Multi-Crop Detection with Advanced Sensing Integration on Edge Devices
AU  - Yaojiang Liu
AU  - Hongjun Tian
AU  - Yijie Yin
AU  - Yuhan Zhou
AU  - Wei Li
AU  - Yang Xiong
AU  - Yichen Wang
AU  - Zinan Nie
AU  - Yang Yang
AU  - Dongxiao Xie
AU  - Shijie Huang
PY  - 2026
JO  - Sensors
DO  - 10.3390/s26041313
UR  - https://doi.org/10.3390/s26041313
ER  -

APA

Liu, Y., Tian, H., Yin, Y., Zhou, Y., Li, W., Xiong, Y., Wang, Y., Nie, Z., Yang, Y., Xie, D., & Huang, S. (2026). FEGW-YOLO: A Feature-Complexity-Guided Lightweight Framework for Real-Time Multi-Crop Detection with Advanced Sensing Integration on Edge Devices. Sensors. https://doi.org/10.3390/s26041313

Source records

crossref · retrieved 2026-09-26T21:11:18.421Z