Understanding Raw Camera Sensor Data: How Unprocessed Photos Appear as Gray-Scale Values
By
zdw
Crisped on the outside, thoughtful enough on the inside.
Summary
This article explains what a raw, unprocessed photo looks like directly from a camera sensor, using a Christmas tree photo as an example. The author demonstrates that raw sensor data appears as gray-scale values rather than a proper image, showing how the camera's analog-to-digital converter outputs values in a limited range. The article walks through the technical process of converting raw sensor data into a viewable image, explaining concepts like ADC values, histogram analysis, and basic image processing techniques to transform the initial gray-scale data into a recognizable photograph.
Key quotes
· 5 pulledHere's a photo of a Christmas tree, as my camera's sensor sees it:
It's not even black-and-white, it's gray-and-gray.
This is because while the camera's analog-to-digital converter (ADC) output can theoretically output values from 0 to 16382, the data doesn't cover that whole range.
The real range of ADC values is ~2110 to ~136000.
Let's set those values as the white and black in the image: Vnew = (Vold - Black)/(White - Black)
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