Nowadays, a digitized image comes with a color profile that describes the source device's color model. This is used to maintain accurate color reproduction as the image is processed and output again.

Shouldn't there also be a "sampling profile" that describes what sort of filter was used when the image was originally sampled? That would help programs choose the best resampling method when processing the image.