I don't claim to know if the K-3 is or is not more noisy than the K-5.
I'm just talking about the fundamental question of noise in more vs.
fewer pixels.  Read noise, etc., is a whole other ball of wax, but
photon statistics is the one thing that you can't get away from with
ever-improving technology.  Throw different in-camera jpeg engines
into the mix and really this is a comparison not worth making, if you
want a basic understanding of how pixel count relates to noise.

I remember in the original glowing DXO reviews of the K-5 they
mentioned that some noise reduction is applied even to RAW files at
high ISO.

On Wed, Aug 6, 2014 at 10:45 AM, Zos Xavius <[email protected]> wrote:
> That's not factoring in read noise, processing and quite a few other
> variables. My take is that the K-5 series produces cleaner files out
> of the box at any ISO. How much I can push shadows without seeing
> noise is of great interest to me. I feel that you can likely get files
> from the K-3 with equal noise characteristics with post processing,
> but honestly, side by side jpegs out of the camera reduced to web
> resolution show more noise from the k-3. Also you have to factor in
> the resolution loss when the k-5 hits over 1600. Its clearly doing
> some NR wizardry in its pipeline and reducing the resolution somewhat.
> How much the K-3 does that I do not know, but have read that it does
> something similar.
>
> On Wed, Aug 6, 2014 at 10:07 AM, Bryan Jacoby <[email protected]> wrote:
>> It's all about photon counting statistics a.k.a. Poisson statistics
>> a.k.a. shot noise: http://en.wikipedia.org/wiki/Shot_noise
>>
>> If we ignore the mysteriuos details of de-Bayering (let's pretend all
>> cameras are like the Leica M Monochrom), and that we are in a
>> situation where photon counting statistics are the dominant source of
>> noise (which is what we should be talking about, since we are
>> concerned with the fundamental question of noise in more vs. fewer
>> pixels, not other noise sources that will vary from one sensor design
>> to another), then all that matters is how many photons end up each
>> pixel of the final output image.
>>
>> Consider this simple case: you want to order an 8 x 12 print from
>> Mpix, which they will print at 250 dpi, for a final output image with
>> 6 MP, and we don't do any noise reduction.
>>
>> If you take the image with a 6 MP sensor (kind of like a K100D
>> Monochrom, but with a modern sensor), each sensor pixel/photosite will
>> translate directly to an output pixel, so input or sensor image noise
>> = final image noise.
>>
>> If you take it with a 24 MP sensor (K-3 Monochrom), each photosite
>> will on average get 1/4 as many photons as the K100D's photosites.
>> Poisson statistics tell us that the noise goes as the square root of
>> the number of photons, so each of these pixels will have a
>> signal-to-noise ratio (SNR) that's only half of the SNR of the K-3
>> pixels.  But when you average together groups of 4 pixels from the
>> K-3, the SNR of the aggregated pixels will increase by the square root
>> of 4, which is 2.  1/2 * 2 = 1; like I said it all comes out in the
>> wash.
>>
>> On Tue, Aug 5, 2014 at 5:38 PM, steve harley <[email protected]> wrote:
>>> on 2014-08-05 13:50 Bryan Jacoby wrote
>>>>
>>>> I think this idea of bigger/fewer pixels leading directly, as in
>>>> through the very basic physics of photon noise, to lower noise is
>>>> wrong-headed.I couldn't care less what the signal-to-noise ratio of
>>>
>>>> _pixels in my sensor_ is.  What I care about is the SNR of pixels in
>>>> the output image, whether that be an image displayed on a screen or
>>>> the dots made by a printer.
>>>
>>>
>>> i have pondered this too, and i suppose the question is whether one could
>>> average the pixels on a 24 Mp sensor to get as clean a 12 Mp image as from a
>>> 12 Mp sensor; i suspect there are multiple factors beyond the number of
>>> photons hitting a photosite that make the relationship non-linear (so that
>>> lower Mp would net lower noise even after averaging)
>>>
>>> but since in general we'd expect the 24 Mp sensor, in bright enough light,
>>> to capture much more detail with a comfortably low noise floor, i think we
>>> have to choose between low-ISO detail and high-ISO SNR
>>>
>>>
>>>
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