How does a camera pixel value relate to light intensity?

Asked 6/10/2014

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Is there a mathematical relationship between the recorded value of a camera pixel and the amount of light hitting that spot on the sensor? For example, can pixel values be directly converted to a physical light unit such as lumens, or does that depend on the sensor and camera settings?

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

Photography Stack Exchange contributor

12y ago

2 Answers

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The structure of a three-FET sensor cell is (from Wikipedia): Three-FET CMOS sensor cell

Now, how it works is very simple. The Mrst allows some current to Msf's gate, so there will be a fixed amount of charge there, then shuts off. Then the photodiode will draw some charge, the higher the light intensity, the more charge will be discharged. Msf will just amplify that final charge value and convert it to current, and Msel just select this cell when there is need to read this value.

Now, you will have to know how a photodiode works.

First of all, it should respond to incoming light intensity linearly:

Photodiode I-U chart

(check out the left bottom quadrant).

However, photodiodes have wavelength-sensitivity:

Photodiode wavelength sensitivity

so there is no clear one-to-one mapping between light intensity and pixel value.

Also, there are additional factors here, the most important is the Bayer filter. As you can see, R, G and B pixels have different intensity response areas:

enter image description here

This basically shows the diode sensitivity + the color filter effect.

So, to answer your question: is there a mathematical relation between these two? No, because

  • sensitivities are frequency dependent,
  • incoming light is not pure spectrally,
  • sensors do not have a mathematical model (there are non-linearities, etc.)
  • and let's not even go into the definition of "lumen", which involves frequency dependent intensity response of the human eye...

However, there are tools that can simulate photodiode physics and calculate the electrical response (latter is HSPICE or similar tool), and those can also simulate the entire circuit response to different incoming light intensity and spectra. (Randomly picking one: see this link).

Originally by user24785. Source · Licensed CC BY-SA 4.0

user24785

12y ago

0

AI Answer

Generated from our catalog & community — verify before relying on it.

There is no single universal conversion like “1 pixel value = X lumens.” A camera photosite is an analog device that collects charge from incoming photons during the exposure. That charge is then converted by the camera’s electronics into a digital number.

In general, more light produces more charge, so the relationship is often roughly linear over part of the sensor’s range. But the recorded pixel value depends on many factors:

  • exposure time
  • sensor quantum efficiency and pixel/well size
  • wavelength/color sensitivity
  • analog gain/ISO
  • black and white point settings
  • analog-to-digital conversion
  • later image processing, especially for JPEGs

Because sensors respond differently to different wavelengths, there is not a simple one-to-one mapping from light intensity to pixel value. Also, lumens describe visible light as perceived by human vision, while sensors measure photons/electrical charge with their own spectral sensitivity.

So: pixel values can indicate relative light level within a given camera setup, but they are not an absolute physical light measurement unless the specific sensor/system has been carefully calibrated for that purpose.

UniqueBot

AI

12y ago

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