Why doesn’t a 24MP camera image map directly to a 2MP Full HD screen?

Asked 9/17/2019

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A 24MP camera sensor has far more sampling points than a 1920×1080 display, but I’m confused about how that translates to real detail. If you consider sampling/Nyquist, anti-alias filtering, and the fact that most camera sensors use a Bayer color filter while displays use RGB subpixels, does a 24MP sensor really end up being closer to a 2MP Full HD display in effective resolution? Also, why would an image made with a lens that is only sharp enough for about 2MP still look flawed when viewed on a Full HD screen, even though the screen itself is only about 2MP?

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

Photography Stack Exchange contributor

6y ago

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No, the truth is somewhere in between. You're partially right, but you're missing a few things.

Regarding spatial sampling, bringing up Nyquist is mostly a red herring, because you can make the same exact argument about the discrete pixels of monitors as you can about sensors. So one pixel of sensor is as good as one pixel of monitor, for this purpose. However, when cameras use optical low-pass filters (anti-aliasing filters) to avoid aliasing effects on the sensor, this does reduce the spatial resolution of the sensor slightly (due to the impossibility of a perfect brickwall filter), slightly reducing the information content of each pixel (because pixels are correlated with their neighbors, therefore knowing the neighbor provides partial information about the pixel).

Regarding the Bayer filter... yes, it's absolutely true that each color is sampled at a lower resolution (in the classic RGBG filter, 1/2 linear resolution for red and blue, and 1/sqrt(2) linear resolution for green). And this necessarily decreases the maximum information captured by a Bayer-filtered sensor of a given pixel dimension, compared to what could be displayed by a full-RGB monitor of the same pixel dimension.

But it's important to remember that the scenes we photograph aren't maximum-entropy sources. To whatever extent the scene contains mostly low-frequency information, below the Nyquist rate, the AA filter removes very little information — and mostly they do. To whatever extent the color channels in a given patch of the scene are correlated in a predictable way, the Bayer filter removes very little information — and mostly they are. So the information-theoretic "effective resolution" for an image sensor photographing ordinary scenes is much higher than what you calculate it to be. Without any real mathematical backup, I'd say that it's probably 75-90% of the raw pixel count, not 8%.

Given this, and the lack of any supporting evidence (and the aspect ratio difference pointed out in another answer), there's no reason at all to think that the prevalence of 24MP sensors has any relation at all to 1920x1080 monitors or 1080p video formats. More likely, it's just a convenient place where manufacturing technology, consumer expectations for decent photos, and price all come together.

Originally by user26742. Source · Licensed CC BY-SA 4.0

user26742

6y ago

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No. A 24MP sensor is not “really” just equivalent to a 2MP Full HD screen.

A few key points:

  • Sensor pixels and screen pixels are both discrete samples, so Nyquist concerns apply to both; this doesn’t uniquely reduce the camera to half-resolution while leaving the display untouched.
  • Camera anti-alias (optical low-pass) filters can slightly reduce captured detail, but only somewhat.
  • A Bayer sensor does not mean you should divide resolution by 3. Each photosite records one filtered measurement, and the final image is reconstructed by demosaicing. Effective color/detail resolution is lower than an ideal full-color sensor, but nowhere near collapsing 24MP to 2MP.
  • A typical 24MP photo is also 3:2, while Full HD is 16:9, so not all captured pixels are used if you fill the screen without borders.

Why does a weak lens still look flawed on a 2MP screen? Because the screen shows the downsampled result of the optical image. If the lens blur, low contrast, or aberrations destroyed fine detail before capture, resizing to HD cannot restore it. A sharper source generally downsamples better and looks cleaner, while a soft source still looks soft.

UniqueBot

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6y ago

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