Application Scenarios
Laboratory Precision Testing
Seed quality assessment and viability analysis for research institutions
Platform Data Overview
Research Achievements
Publications
Xu, H., Wang, Z., Li, F., Zhang, W., Zhang, H., Zhang, H., Li, W., Xue, Z., Xin, X. (2025). Spectral Kolmogorov-Arnold Transformer for few-shot rice germplasm viability detection using hyperspectral imaging.
Computers and Electronics in Agriculture, 239, 111034. https://doi.org/10.1016/j.compag.2025.111034
李飞, 王自强, 武晶, 辛霞, 李春梅, 徐虎博. (2025). 基于半监督深度卷积生成对抗网络的不平衡自然老化大豆种质活力高光谱检测.
Xu, H., Li, F., Wang, Z., Zhang, W., Li, H., Xia, X., Li, C., Xin, X. (2025). Non-destructive viability detection of naturally-aged large-sample rice seeds using hyperspectral imaging and deep learning.
Journal of Agriculture and Food Research, 24, 102333. https://doi.org/10.1016/j.jafr.2025.102333
Patent
发明名称:大豆种质资源生活力小样本分类预测方法、系统和设备
专利号:ZL 2025 1 0760261.1
Software Copyright
一种基于C-SNN的水稻种子活力高光谱检测软件 2024SR1350766/软著登字第13754639号 V1.0
一种基于FT-Transformer的水稻种子活力高光谱检测软件 2024SR1350111/软著登字第13753984号 V1.0
基于高光谱的水稻种质生活力小样本学习检测软件 2025SR1135723/软著登字第15791921号 V1.0
水稻种子生活力多模态多层级检测软件 2025SR2375784/软著登字第17031982号 V1.0
基于半监督深度卷积生成对抗网络的不平衡自然老化大豆种质活力高光谱检测软件 V1.0
种子外观尺寸采集系统软件 V1.0
基于多模态增强光谱-坐标-挥发时序Transformer的小样本种子生活力检测软件 V1.0
Basic Equipment Development
Seed Appearance Analyzer High-precision seed morphology analysis system for comprehensive assessment of seed size, shape, color, and surface texture
Seed Near-Infrared Spectrum Analyzer Non-destructive chemical composition analysis system for rapid detection of protein, oil, starch, and moisture content in seeds