基于改进DeepLabV3plus架构的洱海流域水体精细提取

张莹, 陈运春, 郭晓飞, 吴晓聪, 陈凤林, 曾维军

Fine-scale information extraction of water bodies in the Erhai Lake Basin based on an improved DeepLabV3plus architecture

ZHANG Ying, CHEN Yunchun, GUO Xiaofei, WU Xiaocong, CHEN Fenglin, ZENG Weijun

表4 消融实验结果对比

Tab.4 Comparison of ablation experiment results(%)

网络模型 F1分数 mIoU 基准网络 99.32 94.64 DeepLabV3plus+loss 99.40 95.26 DeepLabV3plus+loss+EfficientNet-B4 99.71 97.71