Originally posted by: Muse
I presume, based on Elfenix's comments that boosting the ISO with a digital camera has the effect of introducing more noise to the results. I can't think of anything else, which doesn't mean I'm right. Noise is a term I'm seen mentioned in the threads here and I presume it means artifacts (or other forms of aberrations) in the image.
noise is just like you would get on your tv if you set it to a channel that isn't broadcasting in your area. that's all noise, and no signal. on a digital camera, unless you're taking a picture of the inside of your lens cap, you'll have some signal. so noise is color blotches.
with both film and digital exposure means how long and at what light intensity the medium is, well, exposed to the light coming out the back of the lens. exposure is just f-stop and shutter speed. it doesn't have anything to do with sensitivity of the recording medium, though it is expressed at a base sensitivity of ISO 100.
apparent exposure is what you get when you modify exposure by the recording medium's sensitivity. if you use a medium with 3 stops more sensitivity than base, ISO 800, you can change either part of the exposure calculation by 3 stops. but your ISO 800 film usually has larger grains which are more noticeable than the grains in ISO 100 film, especially when blown up. so you don't get as much detail, and any grains that don't work properly or receive inconsistent exposure due to gradations or edges stick out in the image.
with a digital sensor you can't actually change the sensitivity of the photosites. for example, let's have a night scene. you could either expose on a tripod with your sensitivity at ISO 100 and a long shutter speed, or you could expose at ISO 1600 with 1/16 the shutter speed. for the example, let's say the noise floor for the sensor is 10 photons per photo well; anything at or below 10 is just not enough to get a signal.
at ISO 100, you may be capturing 200 photons per well for the shadows of the scene. you have a 20:1 signal to noise ratio. you get smooth shadows without color blotches.
at ISO 1600, with 1/16th the shutter speed, you're capturing 12.5. that's barely above the noise floor. to correct the exposure, the camera employs it's amplifiers amplifying both the signal and the noise 16x. so now you've got a signal of 200, just like in the ISO 100 example, but you've got a noise of 160. so you get lots of blotches and not much detail.
there is actually another step before a RAW file is made that adds more noise, and that explains why you get worse results pushing an ISO 100 exposure 3 stops to 1600 in post process than simply shooting at ISO 1600 anyway. (though, as i mentioned above, i suspect various cameras push or pull in camera to achieve 'hi' and 'lo' ISO settings, so post process software should give a similar result.