Topology-aware few-shot segmentation improves rice leaf-cell boundary and count fidelity, while correction is risky under tested domain shifts

Gaixing Wei, Da Zeng, Shenglin Qin, Dezhen Zeng

Open source

DOI
10.3389/fpls.2026.1950986
Published
2026-10-13
Container
Frontiers in Plant Science
Publisher
Frontiers Media SA
Open access
unknown

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BibTeX

@article{allodium:10.3389/fpls.2026.1950986,
  title = {Topology-aware few-shot segmentation improves rice leaf-cell boundary and count fidelity, while correction is risky under tested domain shifts},
  author = {Gaixing Wei and Da Zeng and Shenglin Qin and Dezhen Zeng},
  year = {2026},
  journal = {Frontiers in Plant Science},
  doi = {10.3389/fpls.2026.1950986},
  url = {https://doi.org/10.3389/fpls.2026.1950986}
}

RIS

TY  - JOUR
TI  - Topology-aware few-shot segmentation improves rice leaf-cell boundary and count fidelity, while correction is risky under tested domain shifts
AU  - Gaixing Wei
AU  - Da Zeng
AU  - Shenglin Qin
AU  - Dezhen Zeng
PY  - 2026
JO  - Frontiers in Plant Science
DO  - 10.3389/fpls.2026.1950986
UR  - https://doi.org/10.3389/fpls.2026.1950986
ER  - 

APA

Wei, G., Zeng, D., Qin, S., & Zeng, D. (2026). Topology-aware few-shot segmentation improves rice leaf-cell boundary and count fidelity, while correction is risky under tested domain shifts. Frontiers in Plant Science. https://doi.org/10.3389/fpls.2026.1950986

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