深度语义分割网络无人机遥感松材线虫病变色木识别

张瑞瑞, 夏浪, 陈立平, 丁晨琛, 郑爱春, 胡新苗, 伊铜川, 陈梅香, 陈天恩

Identifying discolored trees inflected with pine wilt disease using DSSN-based UAV remote sensing

ZHANG Ruirui, XIA Lang, CHEN Liping, DING Chenchen, ZHENG Aichun, HU Xinmiao, YI Tongchuan, CHEN Meixiang, CHEN Tianen

表5 模型精度

Tab.5 Accuracy of models

模型 IoU F1 Precision Recall DeepLabV3+ ResNet50 0.711 0.829 0.826 0.833 DeepLabV3+ ResNet101 0.702 0.822 0.847 0.798 DeepLabV3+ ResNet152 0.702 0.820 0.846 0.796 DeepLabv3 ResNet50 0.701 0.812 0.813 0.811