Left - Original Image,  Right - Convolved Image

Size = 1K x 1K

Left - Original Image, Right - Convolved Image

Size = 2K x 2K

Left - Original Image, Right - Convolved Image

Size = 4K x 4K

It can be seen that the Gaussian blurring(convolution) reduces as the image size increases.