Abstract Superresolution(SR)methodstypicallyassumethatthelow-resolution(LR)image wasdownscaledfromtheunknownhigh-resolution(HR)imagebyafixed‘ideal’ downscalingkernel(e.g.Bicubicdownscaling).However,thisisrarelythecase inrealLRimages,incontrasttosynthetically