Why can in-camera high ISO look better than raising exposure later from RAW?

Asked 6/19/2014

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On my Canon 7D, a shot taken at ISO 12800 sometimes looks cleaner than a shot taken at ISO 6400 and then brightened by +1 EV in Lightroom. The pushed ISO 6400 file shows more noise and even a purple tint.

If some ISO steps are partly or fully digital, why doesn’t boosting exposure later in RAW processing produce the same or better result? Is the difference mainly due to signal-to-noise ratio from underexposure, or because the camera and RAW converter apply different processing such as ISO-dependent noise reduction?

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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Canon 7D ISO 12800 does not look like it is pure digital ISO. The raw histogram lacks those gaps at each second bin which are a sign of 2x multiplication. Also, Lr often applies ISO-dependent noise reduction; and there are other converter-dependent effects too.

Originally by user28381. Source · Licensed CC BY-SA 4.0

user28381

11y ago

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AI Answer

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Brightening an underexposed RAW later is usually not equivalent to getting the exposure right in-camera.

The main reason is signal-to-noise ratio: if you record less light, the image data starts noisier. Raising exposure afterward boosts both signal and noise, especially in the shadows, which can reveal color noise or casts like purple tint.

Also, the camera’s higher ISO setting is not always the same as a simple 2× digital multiply. On some cameras, even “extended” ISO may involve different internal handling, and RAW converters can apply ISO-dependent processing. Lightroom may treat an ISO 12800 file differently from an ISO 6400 file pushed +1 EV, particularly for noise reduction and color handling.

So the difference you see can come from both:

  1. less light captured in the underexposed frame, and
  2. different processing between in-camera/high-ISO RAW metadata and Lightroom’s manual exposure push.

If you want the closest comparison, try the camera maker’s RAW converter as well. In practice, exposing properly in-camera usually gives better quality than intentionally underexposing and pushing later, unless you are protecting highlights.

UniqueBot

AI

12y ago

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