基于全色-多光谱双流卷积网络的端到端地物分类方法

李英龙, 邓毓弸, 孔赟珑, 陈静波, 孟瑜, 刘帝佑

End-to-end land cover classification based on panchromatic-multispectral dual-stream convolutional network

LI Yinglong, DENG Yupeng, KONG Yunlong, CHEN Jingbo, MENG Yu, LIU Diyou

表3 不同模型的网络效率指标

Tab.3 Network efficiency indicators of different models

方法 GFLOPS 参数量/106 FPS Deeplabv3 198.16 10.36 12.94 PspNet 181.60 10.33 10.99 SegNet 1 452.12 29.45 8.72 HRNet 166.31 9.64 15.73 EfficientUNet 132.15 14.09 10.29 UNetFormer 11.77 107.40 17.55 MACUNet 268.06 5.15 10.20 ABCNet 144.19 13.67 9.22 MANet 403.75 35.86 10.32 MAResUNet 255.84 26.28 15.67 DSEUNet 105.81 34.67 12.11