基于FC-DenseNet的低空航拍光学图像树种识别
|
|
林志玮, 涂伟豪, 黄嘉航, 丁启禄, 周铮雯, 刘金福
|
Tree species recognition of UAV aerial images based on FC-DenseNet
|
|
Zhiwei LIN, Weihao TU, Jiahang HUANG, Qilu DING, Zhengwen ZHOU, Jinfu LIU
|
|
表2 FC-DenseNet网络结构
|
Tab.2 Table of FC-DenseNet network structure
|
|
| FC-DenseNet-56 | FC-DenseNet-103 | | 输入层 | 输入层 | | 3×3卷积层 | 3×3卷积层 | | DB (4层) +TD | DB (4层) +TD | | DB (4层) +TD | DB (5层) +TD | | DB (4层) +TD | DB (7层) +TD | | DB (4层) +TD | DB (10层) +TD | | DB (4层) +TD | DB (12层) +TD | | DB (4层) | DB (15层) | | TU + DB (4层) | TU + DB (12层) | | TU + DB (4层) | TU + DB (10层) | | TU + DB (4层) | TU + DB (7层) | | TU + DB (4层) | TU + DB (5层) | | TU + DB (4层) | TU + DB (4层) | | 1×1卷积层 | 1×1卷积层 | | Softmax | Softmax |
|
|
|