翟瑞芳，华中农业大学信息学院副教授，表型组学研究团队成员。2001年毕业于武汉大学，获信息工程学士学位，2006年12月于武汉大学获摄影测量与遥感博士学位，2007-2008年于加拿大卡尔加里大学从事博士后研究，2009年至今在华中农业大学从事教学科研工作，2018年美国普渡大学访问学者。主要研究领域为：3D视觉、农业人工智能+等，具体包括：点云数据处理，三维重建，同时致力于挖掘三维信息处理和特征提取在表型组学应用中的算法研究。承担国家重点研发计划子课题2项，国家自然科学基金青年项目1项，湖北省自然科学基金面上项目1项、湖北省省农业农村厅项目1项、教育部留学回国人员启动基金1项、多项横向课题等。

1. Hongyun Chen^#, Jiongjiong Chen^#, Ruifang Zhai^#, Dean Lavelle, Yue Jia, Qiwei Tang, Ting Zhu, Menglu Wang, Zedong Geng, Jianzhong Zhu, Hui Feng, Junru An, Jiansheng Liu, Weibo Li, Shenzhao Deng, Wandi Wang, Weiyi Zhang, Xiaoyan Zhang, Guangbao Luo, Xin Wang, Sunil Kumar Sahu, Huan Liu, Richard Michelmore, Wanneng Yang*, Tong Wei* , Hanhui Kuang*. Dissecting the genetic architecture of key agronomic traits in lettuce using a MAGIC population, Genome  Biology, 2025,26:67.

2. Xue Jiang,Jiashi Wang, Kai Xie, Chenxi Cui, Aobo Du, Xianglong Shi, Wanneng Yang, Ruifang Zhai^*. PlantCaFo: An efficient few-shot plant disease recognition method based on foundation models, Plant Phenomics, 2025, 7(1):100024.

3. Kai Xie, Chenxi Cui, Xue Jiang, Jianzhong Zhu, Jinbao Liu, Aobo Du, Wanneng Yang, Peng Song, Ruifang Zhai^*. Automated 3D segmentation of plant organs via the Plant-MAE: a self-Supervised learning framework. Plant Phenomics, 2025, 7(2):100049.

4. Jianzhong Zhu^#, Ruifang Zhai^#*, He Ren, Kai Xie, Aobo Du, Xinwei He, Chenxi Cui, Yinghua Wang, Junli Ye, Jiashi Wang, Xue Jiang, Yulong Wang, Chenglong Huang, Wanneng Yang^*. Crops3D: a diverse 3D crop dataset for realistic perception and segmentation toward agricultural applications, Scientific Data, 2024, 11:1438.

5. Kai Xie, Jianzhong Zhu, He Ren, Yinghua Wang, Wanneng Yang, Gang Chen, Chengda Lin, Ruifang Zhai^*. Delving into the potential of deep learning algorithms for point cloud segmentation at organ level in plant phenotyping, Remote Sensing, 2024, 16(17): 3290. 

6. Puyue Liu, Yiming Dong, Xiaoxuan Li, Yu Zhang, Zhi Liu, Yingying Lu, Xuewen Peng, Ruifang Zhai^*, Yiping Chen^*. Multilayered Fe 3 O 4 @(ZIF-8) 3 combined with a computer-visionenhanced immunosensor for chloramphenicol enrichment and detection, Journal of Hazardous Mateirals, 2024, 470:134150.

7. 胡松涛, 翟瑞芳*, 王应华, 刘志, 朱剑忠, 任荷, 杨万能, 宋鹏. 基于多源数据的马铃薯植株表型参数提取[J].智慧农业(中英文), 2023, 5(1): 132-145. DOI：10.12133/j.smartag.SA202302009. （高被引论文，中国科协科技期刊双语传播工程论文）

8. 刘志，翟瑞芳*，彭万伟，陈珂屹，杨万能. 融合注意力机制的Cascade R-CNN 田间害虫检测方法［J］.华中农业大学学报，2023，42（3）：133‐142. DOI：10.13300/j.cnki.hnlkxb.2023.03.016

9. Peng Song#*, Zhengda#, Meng Yang, Yang Shao, Zhen Pu, Wanneng Yang and Ruifang Zhai*. Dynamic detection of three-dimensional crop phenotypes based on a consumer-grade RGB-D camera. Frontiers in Plant Science, 2023, 14:1097725. doi: 10.3389/fpls.2023.1097725.

10. Jianzhong Zhu, He Ren, Kai Xie, Xue Jiang, Ruifang Zhai^*, Edge-constrained point cloud segmentation for plants, 第五届中国认知计算与混合智能学术大会, 2023.10.27-29, Nanjing, Jiangsu.

11. He Ren, Jianzhong Zhu, Liufeng Chen, Xue Jiang, Kai Xie, Ruifang Zhai*. Three-Dimensional Plant Reconstruction with Enhanced Cascade-MVSNet.  2023PRCV, 2023.10.13-15, Xiamen, Fujian. 10.1007/978-981-99-8432-9_23. （CCF-C会议）

12. Yinghua Wang, Songtao Hu, He Ren, Wanneng Yang, Ruifang Zhai*. 3DPhenoMVS: A Low-Cost 3D Tomato Phenotyping Pipeline Using 3D Reconstruction Point Cloud Based on Multiview Images. Agronomy 2022, 12, 1865. https://doi.org/10.3390/agronomy12081865