I know, I know, it can be caused by various factors, like high ISO, poor lighting conditions, long exposure time, heat. (not that I know why the last two cause noise)
But where does noise REALLY come from? What is noise? What does it have to do with photons and photosites?
If you’re talking film the answer is film has literal grain because it’s physical.
If you’re talking digital the answer is sensors use gain to increase and decrease sensitivity. When you increase the gain you start having cross-talk as you overload individual pixels and the detection kinda bleed across them.
That’s a very broad simplified explanation as I understand it.
Grain is only one part of the noise function. The other is the random nature of light itself.
Nope. We can of course define “sensitivity” is multiple ways, but typically in this context the image sensors have one sensitivity (though different for each wavelength of light).
No, this is plan wrong.
Here’s what happens typically:
The reason why there is step 3 is in step 4 noise. If you increase the signal before ADC, the noise that the ADC adds becomes less relevant in comparison. The drawback for amplification is that the signal may “burn”, or the ADC operational range is exceeded.
A fun experiment is that you take two shots with identical exposure settings: one at ISO 100, the other at ISO 6400, both in raw format, and then process them in Lightroom or other such raw processor to the same lightness. For practically all today’s cameras the ISO 6400 will appear cleaner.