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Re: [OM] 3MP image on 10MP sensor?

Subject: Re: [OM] 3MP image on 10MP sensor?
From: Moose <olymoose@xxxxxxxxx>
Date: Fri, 03 Aug 2012 15:40:50 -0700
On 8/2/2012 4:20 PM, Chuck Norcutt wrote:
> We agree on that but you assume it gets better than theory.  I assume it
> gets worse.
>
> On 8/2/2012 2:59 PM, Ken Norton wrote:
>> The theoretical and the actual don't always match.

I think this is one of those situations where both are right and both are 
wrong, at least in part because of different 
understanding of what is being talked about.

DEFINITIONS
-----------------
Chuck sees the issue in rather simple, theoretical terms. increasing 
diffraction will lower maximum resolution. What is 
not clear in his definition is the practical extent to which a difference may 
be visible. His ground of truth, so to 
speak, is the calculations.

AG sees the issues more from an experiential perspective. He takes pictures at 
different apertures and notices that the 
images simply get sharper as he stops down from fx to fy - so diffraction must 
not be a significant factor here. He also 
goes on to speculate as to why that might be so when the theoretical 
calculations say there should be a significant 
effect. His ground of truth is in the images.

Moose is pretty much in AG's camp.* I've read Chuck's posts and calculations, 
I've done test shots with my cameras and 
lenses. I've found that the apertures at which my (eagle) eye can see loss of 
resolution in practical, 3D subjects tends 
to be one, maybe even two, stops smaller than his numbers predict. As a matter 
of practice, I find Chuck's numbers 
useful. I just add one stop, two in a pinch, for DOF, and am pretty sure even 
one more won't be noticeable at anything 
less than 100% viewing.

Remember, most of the images most of us take will be seen at sizes and/or on 
media that won't resolve all that much anyway.

SYSTEM BANDWIDTH
----------------------------
A few may remember my tests years ago when I got my 5D. I took FF 5D and APS-C 
300D out, set them up on a tripod on a 
bright day and took images of the same subjects, with complex, 3D detail, with 
the same lenses and settings.

The result was that the 5.1 MP area of the 5D sensor corresponding to APS-C 
resolved more detail than the 6.3 MP 300D. 
Not by much, but clearly so. Dpreview called this sort of thing this 'per pixel 
resolution'. To what extent is is a 
result of physical light bleeding between pixels, electronic leakage, lens 
design, Bayer decoding, and/or something 
else, I don't know.

System bandwidth/resolution is always less than the theoretical number given by 
the number of pixels. To the extent that 
is is quite a bit less in any given case, calculations showing a significant 
decrease in resolution from the theoretical 
number may be largely meaningless.

Suppose that the effective resolution of a 12 MP camera, including the effects 
of lens aberrations, sensor design, 
processing, etc. is 6 MP. (No, I'm not sure how one would meaningfully measure 
this.) Calculation that diffraction 
limits resolution to 11 MP at one stop, and reducing the aperture by a stop 
will lower resolution further, to 7 MP, for 
example, are largely meaningless. Yes, there will be an effect, but it will be 
much less than the numbers stated imply, 
and may simply not be discernible to the eye.

POSITIVE FACTORS
--------------------------
In the days when all these issues were first worked out, images were on film, 
and viewed on paper prints. Except for 
specialty areas like process camera work, using physical Unsharp Masking 
techniques, there were no ways to increase edge 
contrast or undo the effects of diffraction.

Today, deconvolution algorithms applied to digital images can literally undo 
some the effects of various lens failings 
in spreading out points and edges. Likewise, the computer descendents of 
physical USM can increase contrast at 
boundaries, taking detail that was inherent in the data, but not visible to the 
human eye, and make it visible.

All the research and calculations for DOF and diffraction effects in 
photography were done based on the ability of the 
human eye to see differences in sharpness or perceived detail in prints. At 
that time, every step in the process, right 
through printing, lost bandwidth/sharpness.

Today, part of the whole process may, if we wish, actually increase visible 
detail, reversing in post some of the losses 
in capture.

OBVIOUS QUESTIONS
--------------------------
If going to f-stops lower than predicted doesn't make my images softer, my 
effective resolution must be pretty low. :-( 
So what's the point of going to higher MP sensors?

Simple answer : Half of 20 MPs is still greater than half of 10 MPs.

Complex answer: Refer to AG's recent posts using the analogy of audio to 
explain why you need at least twice the 
sampling rate needed for a specific frequency response to resolve nuances in 
the overtones.

Put another way, it may be that 20 MPs are necessary in the sensor system to 
get a really nice 10 MP image.

CONCLUSION
------------------
It ain't simple.

My practical experience is that post processing can, in fact, recover a 
substantial part of the visible detail loss from 
various limitations of the capture process.

" Sacrifice and recovery of sharpness in the pursuit of DOF is no vice."

Diffracted Moose

* Wearing his "I Agree with the other guy with a Pony Tail" T-shirt.

-- 
What if the Hokey Pokey *IS* what it's all about?
-- 
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