基于改进CycleGAN的水下桥墩裂缝图像生成

吕振鸣,董绍江,何婧瑶,杨金龙,张佳伟

Underwater bridge pier crack image generation based on improved CycleGAN

Zhenming LV,Shaojiang DONG,Jingyao HE,Jinlong YANG,Jiawei ZHANG

表 3 消融实验指标结果

Tab.3 Results of ablation experiment indicators

模型 UIQM UCIQE PSNR t/h Parm/106 不含scSE注意力 0.809 0.420 21.917 3.826 109.492 不含DehazeFormer模块 0.779 0.382 18.329 3.594 104.891 不含PA判别器 0.802 0.419 22.829 3.925 113.502 完整模型 0.818 0.443 24.673 4.127 114.648