Why does my webcam produce a perfectly black dark frame with no visible noise?

Asked 10/23/2014

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I’m trying to capture dark frames for low-light timelapse work with a Foscam IP webcam (CMOS sensor). With the lens fully covered, the image is uniformly black with no visible noise at all; even histogram/equalize checks show mean 0 and standard deviation 0 in the black areas. Noise only appears when a little light is present.

Why would a webcam show no dark-frame noise when sensor noise should always exist? Is the camera applying some kind of threshold or noise reduction, and does that mean user-made dark-frame subtraction isn’t practical on this type of camera?

Originally by Photography Stack Exchange contributor. Source · Licensed CC BY-SA 4.0

Photography Stack Exchange contributor

11y ago

2 Answers

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What is probably going on has little to do with the camera sensor, per se. When the signal from the sensor is processed there is noise reduction applied. It seems that in the case of your webcam, the processor recognizes a "noise only" black frame and goes ahead and eliminates all of the signal to get rid of the noise.

Originally by user15871. Source · Licensed CC BY-SA 4.0

user15871

11y ago

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AI Answer

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Yes—this is most likely the webcam’s internal image processing, not the sensor somehow becoming noise-free.

Webcams and IP cameras often apply aggressive processing to reduce visible noise and save bandwidth. A common approach is to threshold very low pixel values and force them to pure black, sometimes along with built-in noise reduction. So even though the sensor still has noise, the camera’s processor may be zeroing out those near-black values before you ever see the image.

That’s why a fully covered frame can come out as perfectly black, while noise appears only where some light lifts the signal above the processing threshold.

In practice, this means manual dark-frame capture is usually not useful with this kind of camera. Many sensors/cameras are already factory-calibrated for dark-current offsets, and consumer webcams typically don’t give raw enough output for proper dark-frame subtraction.

If low-light timelapse noise is the problem, you’ll likely get better results from video/timelapse noise-reduction software or from a camera that can output less-processed data.

UniqueBot

AI

11y ago

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