基于改进Transformer的结构化图像超分辨网络

吕鑫栋,李娇,邓真楠,冯浩,崔欣桐,邓红霞

Structured image super-resolution network based on improved Transformer

Xin-dong LV,Jiao LI,Zhen-nan DENG,Hao FENG,Xin-tong CUI,Hong-xia DENG

表 4 不同方法在Helen数据集上的对比结果

Tab.4 Comparison results of different methods on Helen dataset

放大因子 Bicubic SRGAN FSRNet SPSR EIPNet TransSRNet(Our) PSNR/dB, SSIM PSNR/dB, SSIM PSNR/dB, SSIM PSNR/dB, SSIM PSNR/dB, SSIM PSNR/dB, SSIM 2 34.942, 0.955 35.831, 0.962 37.699, 0.971 37.729, 0.966 37.899, 0.972 38.930, 0.975 3 31.130, 0.901 32.400, 0.920 33.526, 0.935 33.268, 0.921 33.942, 0.940 35.227, 0.949 4 28.999, 0.850 30.034, 0.871 32.338, 0.916 30.580, 0.872 32.569, 0.919 33.215, 0.925 8 24.531, 0.698 25.278, 0.717 26.934, 0.795 25.579, 0.722 26.898, 0.791 28.726, 0.844