Interesting question. As infrared would basically be capturing a different part of the light spectrum, I think you would need to find correct albedo values of your materials and textures in the infrared wavelength... which may be hard to get!
The easiest way would probably be to eyeball it from reference, but I think in this case a post-process filter is indeed the best way to do it!