AMS-MLP: adaptive multi-scale MLP network with multi-scale context relation decoder for pepper leaf segmentation
Comparative analysis with U-Net and state-of-the-art models reveals that the proposed method significantly improves the accuracy and efficiency of pepper leaf image segmentation.
Authors
- Youyao Fu (ORCID: https://orcid.org/0000-0001-6528-4807)
- Jiangxiong Fang (ORCID: https://orcid.org/0000-0002-8960-9941)
- Hui Hu (ORCID: https://orcid.org/0000-0002-6334-7904)
- Huaqi Gu
- Shiqing Zhang (ORCID: https://orcid.org/0000-0001-8184-5088)
- Huaxiang Liu (ORCID: https://orcid.org/0000-0002-1243-7491)
Institutions
- Education Department of Jiangxi Province (CN)
- Taizhou University (CN)
Publication Details
- Journal
- Frontiers in Plant Science
- Published
- 2025-04-08
- DOI
- https://doi.org/10.3389/fpls.2025.1515105
- Citations
- 7
- Primary Topic
- Smart Agriculture and AI
- Type
- article
- Field-Weighted Citation Impact
- 12.25