Super Resolution Increases 4-5 Times Image Resolution
There are some images where Super Resolution (SR) enlargements work miracles and some places where it only works MUCH better than standard bi-cubic re-sampling.
By sampling multiple versions of an image size, exposure, angle of light and global geometry, defocus or color aberrations (fringing) and geometry, errors due to camera optics can be reduced.
S R Expands Dynamic Range
Using statistical methods, conclusions can be drawn from multiple size and exposure samples from surrounding object versus the main object, allowing more depth of Field as the AI is applied.SR Repairs Clipping
Since one of the parameters is using multiple size and exposure samples, noise induced compression of highlight and contrast is reduced.
