LightWaveNet: a lightweight wavelet-enhanced high-low-frequency-aware network with multi-stage supervision for rice disease recognition
This study provides a feasible solution for rapid rice disease identification and intelligent prevention, while also offering new insights into the design of lightweight recognition networks for agricultural applications.
Authors
- T. Zhang
- Rongyang Wang
- Weiqiang Pi
- Zhongyou Zhou
- Yong Wang
- Guowei Ma
Institutions
- Inner Mongolia Agricultural University (CN)
- Huzhou Vocational and Technical College (CN)
Publication Details
- Journal
- Frontiers in Plant Science
- Published
- 2026-01-29
- DOI
- https://doi.org/10.3389/fpls.2026.1692649
- Primary Topic
- Smart Agriculture and AI
- Type
- article
- Field-Weighted Citation Impact
- 0.00