基于cGAN的下采样LG谱图像优化重建

叶皓, 王麓懿, 吴雪炜, 张勇

Optimal image reconstruction from down⁃sampled LG spectrum based on cGAN

Hao Ye, Luyi Wang, Xuewei Wu, Yong Zhang

表2 15°旋转模糊人像图像LG谱下采样的MF，NLM，DAE，cGAN方法重建图像的SSIM

Table 2 SSIM of images reconstructed by MF，NLM，DAE and cGAN methods with LG spectrum down?sampling of 15° rotational motion blurred images

图号 LG变换 MF NLM DAE cGAN 5a 0.301 0.307 0.371 0.511 0.825 5b 0.263 0.269 0.337 0.479 0.858 5c 0.307 0.313 0.366 0.508 0.822 5d 0.272 0.279 0.349 0.530 0.834 5e 0.331 0.338 0.410 0.585 0.866