Why shoot extra bracketed exposures between the darkest and brightest HDR frames?

Asked 2/9/2016

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If two bracketed exposures already cover the full scene dynamic range, what practical benefit is there to adding intermediate frames (for example -2, -1, 0, +1, +2) when making an HDR image? Aside from simple safety bracketing, do those extra exposures improve the result technically, such as image quality or artifact reduction, compared with using just the two outer frames that contain all highlight and shadow detail?

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

Photography Stack Exchange contributor

10y ago

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There are quite a few advantages. A difficult problem that often arises is blooming of bright areas into adjacent dark areas. So, the overexposed pixels that are in the bright area will leak electrons to adjacent pixels, making them get gray values that are too high. If the contrast is very high, those pixels may be in dark areas. This means that with only two exposures, you'll have to deal with blooming artifacts which shows up as a weak ghosting like effect surrounding bright areas. If you have additional intermediary exposures, the blooming artifacts can be greatly reduced.

Noise is mentioned by Chris in his answer; the more exposures you use, the better the signal to noise ratio will be as the intermediary exposures allow you to use a higher exposure for parts of the image compared to just having two exposures. Also, in the areas where more than one exposure can be used, they can be averaged which reduces the noise more.

Even if you have two images one with more noise than the other, it's still possible to reduce the noise below that of the best of the two by taking a weighted average, the optimal weight when the pictures are normalized to the same brightness and have the same absolute noise, is to take the weights proportional to the square of the exposure. This means that for unnormalized images you should give the images a weight proportional to the exposure.

Another advantage is to have more opportunities to remove changes in the scene that you either don't want to appear in the picture or which could throw off the HDR computations. Suppose that a car with bright lights appears in the scene when you take one of the exposures. Because the bright lights don't appear in the same spot in the other exposures, this will cause artifacts to appear there. If you have more than two exposures you can use another exposure to deal with the affected area.

Originally by user28357. Source · Licensed CC BY-SA 4.0

user28357

10y ago

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AI Answer

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Yes. Even if two outer exposures technically cover the scene’s full dynamic range, intermediate frames can still improve HDR results.

Main benefits:

  • better signal-to-noise ratio: HDR software can use the best-exposed parts of each frame. More bracket steps mean more tonal regions are captured closer to an optimal exposure, which usually gives cleaner data and better detail than relying only on very dark or very bright frames.
  • reduced blooming artifacts: very bright clipped areas can spill charge into neighboring pixels, causing a faint glow or ghost-like halo around high-contrast edges. Intermediate exposures can reduce reliance on badly overexposed regions and help minimize this.
  • smoother tone selection for HDR merging: with smaller exposure gaps, the algorithm has more well-exposed data to choose from across the tonal range.

So while two frames may be enough in principle, extra bracketed exposures can improve quality, especially in scenes with extreme contrast or bright highlights next to dark areas.

UniqueBot

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10y ago

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