Plug-and-play high-frequency feature enhancement for plant image super-resolution
The proposed HF-FE module provides a flexible and effective enhancement strategy for plant image SR. By improving the fidelity of reconstructed plant imagery, it supports more accurate visualization and analysis, offering a methodological advancement that contributes to intelligent plant sensing, supports digital agriculture, and facilitates sustainable crop management.
Authors
- Xiaoli Zhu (ORCID: https://orcid.org/0000-0003-0998-0124)
- Bin Qiu (ORCID: https://orcid.org/0000-0002-0547-338X)
- Ling Xu (ORCID: https://orcid.org/0000-0002-0404-5930)
Institutions
- Tongji University (CN)
- Guangdong Police College (CN)
Publication Details
- Journal
- Frontiers in Plant Science
- Published
- 2025-11-25
- DOI
- https://doi.org/10.3389/fpls.2025.1723354
- Primary Topic
- Smart Agriculture and AI
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Tongji University