What an interesting assessment CCTVCam - thanks for that. Unfortunately, though, I don’t completely share some of your detail or your conclusion.
1. Clearly, noise changes the voltage presented to the a/d converter and you could argue that if you double the gain, so you double the error. However, the main signal is also doubled. So, with a higher gain the signal available for processing will be stronger and not weaker.
2. Ghosted pixels are not missing and black. They take on the average of nearby frames.
3. The character of ghosting is visually different to that of noise.
4. Ghosting has a characteristic trail. The effect you describe (noise) would be contained within each individual frame. A moving object with ghosting is exhibited simultaneously in separate frames.
5. A faster shutter (although reducing blur) makes the signal to noise ratio even worse.
6. What’s your assessment of ljw2k’s excellent example videos above? Is it your opinion that ghosting is more prominent when he increased the gain from 50% to 100%?
CCTVCam, please don’t be offended by my assessment being at variance with yours. Perhaps my view is far too superficial - there are many other factors and things going on in these cameras that I’m completely ignorant of.
No Offence taken. I don't claim to be an expert. A few thoughts:
1. Yes both signals are doubled but the signals will remain close in amplitude after doubling so whilst processable, amplification probably does little to hlep with separation. This is where the noise reduction maybe has issues in deciding between signal and junk.
2. I think you're correct as the software is probably guessing although on a really low light video, a lot of surrounding pixels maybe black / near black.
3. Yes I agree and different to blur. However, there have been videos in other threads where people have appeared hollow. I can't find the thread but I remember a video of someones back garden where a figure walked across and the face / figure disappeared / reappeared almost frame by frame and was translucent most of the time. That suggests to me maybe some data is incorrect / missing on some of the frames.
4. I would agree, a faster shutter reduces the available light so will make the non noise proportion of the signal weaker. However, there's a difference between ghosting and blur. Something is generating a persistence of image between frames. Maybe as compression guesses the change in pixels from 1 frame to a next where the info is missing it's guessing wrongly based on the pixels in the previous frame. I don't know, I'm not a camera or electronics expert.
5. I find it very hard to conclude anything about ljk's videos as I think the light is sufficient to make the effect marginal. I think there maybe some improvement from 1/60 @ 100 gain to 1/60 @ 50 gain. However, 1/175 @ 50 seems to make the picture slightly less sharp and introduces a bit more blur / ghosting! The exact opposite of what you might expect.
I did a bit of googling and came across this, although explanations seem to vary from website to website. It seems the general concensus is it's a mix between gain, shutter and noise reduction.
It seems the general snow you see is something called Shot Noise and is caused by insufficient photons hitting the sensor.
An article on IPVM blames shutter speed. However this looks to me to be more like blur than ghosting:
Camera Slow Shutter / Ghosting Tested
Reolink have an article discussing ghosts and cctv:
Uncover the truth about What Causes Ghost Images on Security Cameras - explore scientific explanations and learn about the history of ghost hunters and their devices.
reolink.com
This seems closer to an explanation in my opinion. About 1/2 way down the page, this is their conclusion / suggestions:
3. Improper Camera Settings
Ghost on CCTV cameras can also be caused by slow shutter speed, high gain, high DNR, high DWDR and smoothing settings.
Taking the noise reduction for example, the higher the noise reduction is, the worse the CCTV camera ghosting effect becomes.
Usually around 35-40 noise reduction is a decent balance between less noise and too much security IP camera ghosting.
So they blame a combination of 5 settings - slow shutter speed, high gain, high DNR, high DWDR and smoothing settings.
It would seem that the explanation may lie somewhere between all our conclusions therefore Dave and tweaking those settings relative to each other maybe the solution.