摘要：为准确、快速获取冬小麦田间长势信息，该研究设计并实现了一种基于深度学习的冬小麦田间长势参数估算系统。该系统主要包含长势参数估算模块和麦穗计数模块。长势参数估算模块基于残差网络ResNet18构建长势参数估算模型，实现了冬小麦苗期叶面积指数（Leaf Area Index，LAI）和地上生物量（Above Ground Biomass，AGB）...
In conclusion, this system can meet the demand of field growth parameter estimation of winter wheat and provide support for fine field management of winter wheat.李云霞马浚诚刘红杰张领先Transactions of the Chinese Society of Agricultural Engineering...