基于条件边界平衡生成对抗网络的河流表面流速估测

王万良,杨胜兰,赵燕伟,李卓蓉

Estimation of river surface flow velocity based on conditional boundary equilibrium generative adversarial network

Wan-liang WANG,Sheng-lan YANG,Yan-wei ZHAO,Zhuo-rong LI

表 2 不同流速分辨率下的多种识别方法的准确率对比

Tab.2 Accuracy comparison of multiple recognition methods at different flow rate resolutions

识别方法 P/% V0=0.2 m/s V0=0.5 m/s V0=0.8 m/s BP神经网络 63.91 71.33 72.11 SVM 67.63 73.34 76.71 SRC(40维) 52.82 54.17 55.32 RRC(40维) 63.36 65.33 65.97 VGG-16 79.68 81.27 84.12 基于CBEGAN的流速识别算法 86.79 90.38 91.67