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 1 多种水下桥墩裂缝生成算法的定量比较

Tab.1 Quantitative comparison of multiple algorithms for generating underwater bridge pier cracks

模型 UIQM UCIQE PSNR CycleGAN 0.723 0.339 18.902 Cycle-Dehaze 0.790 0.314 20.194 Cycle-SNSPGAN 0.812 0.357 22.037 UCL-Dehaze 0.684 0.325 21.402 所提方法 0.818 0.443 24.673