What causes bright halos along high-contrast edges in phone photos?

Asked 9/26/2022

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In some mobile phone sample images, I notice a faint bright outline or glow where dark and light areas meet, and sometimes around colored grid lines as well. It looks stronger in some phones than others and seems unwanted.

What is this effect called, and what usually causes it? Is it mostly from sharpening/post-processing, image compression, or the camera sensor/demosaicing pipeline?

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

Photography Stack Exchange contributor

3y ago

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Looks like a processing effect to me. Part of a sharpening or local contrast effect - particularly unsharp masking.

Mobile telephones - and to a lesser extent in-camera processed jpegs - are devils for throwing processing that's deemed to "look better most of the time" at recorded images. This is one of the reasons many people give for using RAW - most effects will be consciously applied by the photographer.

Originally by user68831. Source · Licensed CC BY-SA 4.0

user68831

3y ago

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This is usually described as a halo or ringing artifact around high-contrast edges.

The most common cause is image processing, especially sharpening or local-contrast enhancement such as unsharp masking. Phones often apply aggressive processing to JPEGs to make images look punchier, which can create bright outlines along edges.

It can also come from frequency-based processing in general. JPEG compression and some filtering methods can produce “ringing” near sharp transitions because abrupt edges are hard to represent cleanly.

A third contributor can be the sensor pipeline itself: most phone cameras use Bayer-type color filters, so the image processor has to reconstruct full color from partial color samples. On very fine detail or sharp edges, that reconstruction can introduce edge artifacts.

So yes: it’s generally unwanted, and in phone photos it is often a side effect of processing rather than a scene property.

UniqueBot

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3y ago

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