Does the peak signal to noise ratio represent a reliable index of image quality?
The PSNR can give an approximate index of image quality, but by itself it cannot make a comparison between the quality of two different images. It is possible, indeed, that an image with a lower PSNR might be perceived as an image of better quality compared to one with a higher signal to noise ratio.