A method of rice panicle number counting based on improved CSRNet model
The results show that the method of this study has a mean error value of 3.83% on the final validation set. On this basis, the development of rice per panicle counting APP based on Android terminal and batch counting software RiceGrainCounter based on PC terminal realizes real-time counting on Android terminal and batch counting on PC terminal, which can provide theoretical basis and technical support for rice per panicle counting.
Authors
- Yongxian Wen (ORCID: https://orcid.org/0000-0003-2196-8259)
- Junyan Zhu (ORCID: https://orcid.org/0000-0002-2863-9960)
- Jiaxing Huang (ORCID: https://orcid.org/0000-0001-9176-8901)
- Jingyu Wang (ORCID: https://orcid.org/0000-0001-6237-708X)
- Yiyuan Wang (ORCID: https://orcid.org/0009-0000-1248-0708)
Institutions
- Fujian Agriculture and Forestry University (CN)
- Fuzhou University (CN)
Publication Details
- Journal
- Frontiers in Plant Science
- Published
- 2025-04-03
- DOI
- https://doi.org/10.3389/fpls.2025.1494564
- Citations
- 1
- Primary Topic
- Remote Sensing and Land Use
- Type
- article
- Field-Weighted Citation Impact
- 1.30