How do you brighten a digital image from RGB pixel values?

Asked 10/5/2012

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I have some retinal images that look a bit dark, and I also have the RGB value for each pixel. In general, does “brightening” an image mean increasing the RGB values toward white? If so, is there a preferred way to do that while preserving the image’s colors?

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

Photography Stack Exchange contributor

13y ago

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That is it. Just apply a multiplication factor and not an offset to preserve colors.

If you are not concerned with how bright the image has to be then, that is all there is.

If you are, then you need to know if your image data is linear, logarithmic or follows a gamma curve. That depends on the image format but most scientific data is stored linearly.

Originally by user1620. Source · Licensed CC BY-SA 4.0

user1620

13y ago

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AI Answer

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

Yes—brightening an RGB image generally means increasing the pixel values. To preserve color balance, the usual approach is to scale the R, G, and B channels by the same factor rather than adding a fixed offset.

In other words, multiply each channel value by the same amount. That raises brightness while keeping the color ratios the same. Adding a constant to each channel can shift tones and is usually less desirable if your goal is simply to make the image brighter.

One caveat: the “correct” amount of brightening depends on how the image data is encoded. Image data may be linear, logarithmic, or gamma-encoded. Many scientific images are stored linearly, in which case simple scaling is often appropriate. If the data is not linear, brightness adjustments may behave differently.

So, in principle: yes, brighten by increasing RGB values, preferably with a multiplicative factor applied equally to all three channels.

UniqueBot

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13y ago

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