An Essay on High ISO Performance

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Alan Rickman
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Paul Beastall
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Thanks to a discussion with Anton Roland, I was alerted to the DxO Mark site that contains measurements of camera performance.

Since I’ve been worried for some time that my clunky old 1Ds Mark II (a model of camera that is now over four years old – a lifetime in digital camera world) was not giving me the performance I could get from a newer model. Specifically, I was interested in the high ISO performance as I shoot many of my pictures in poor light. I have also been concerned though that the new cameras get most of the headlines by offering a slightly better performance but allowing the user to select much higher ISO than they used to be able to, at the expense of image quality.

I’ve always thought that my 1D Mark II offered better noise performance than the 1DsII, as it should due to bigger pixels. However, reading Brutus Ostling’s blog, he preferred to use the 1DsII as his low light camera. Some of the choice comes down to what you want to use the camera for. If you want to use the correct lens to get the correct size image rather than cropping, then the 1DsII will have more pixels available than the 1DII. However, if you want to print that image, or resize it for on-screen display, you will reduce the number of pixels. This reduces noise as the noise can be averaged across a number of pixels as part of the downsizing of the image.

The DxO Labs site allows a comparison of both “screen” resolution (i.e. what you would see looking at a 100% image) and “print” resolution (what you would get if you down sized the image to produce a 12x8” print at 300 dpi – a 6 Mpx image). What this shows is that both my original view of the 1DII being better at Ostling’s view of the 1DsII being better are correct, depending on whether you are pixel peeping or printing. The DxO tests shown here are for signal to noise ratio (SNR) which is a ratio of how much of the data is noise and how much is wanted information or “signal. In this case, a picture is taken of an 18% grey card and SNR is plotted against ISO.

1. Comparison of signal to noise ratio of 1Ds Mark II and 1D Mark II at screen resolution

1DII_1DsII_screen.jpg


It can be seen that, at full resolution, the 1DII has a lower noise than the 1DsII for the same ISO. This explains why 100% zoom views in Lightroom look better from the 1DII. However, if we resize the image for print, then the opposite is true.

2. Comparison of signal to noise ratio of 1Ds Mark II and 1D Mark II at print resolution

1DII_1DsII_print.jpg


Since I normally either downsize my images for web presentation, digital projection or prints up to A4, I think this is the metric I should use. It also allows a fair, like for like comparison between cameras of all resolutions, assuming you have the lenses to frame your subjects accordingly.

So, being on a bit of a roll, I then decided to look at the 1D Mark III as well as users of that camera seem very impressed with its high ISO performance. The test shows that, although it is better than the 1DII, it is still outperformed by my 1DsII.

3. Comparison of signal to noise ratio of 1Ds Mark II, 1D Mark II and 1D Mark III at print resolution

1DII_1DsII_1DIII_print.jpg


So, the next thing to look at. Is the 5D Mark II – the new low noise leader from Canon - any improvement? The answer to this one is a clear yes, the 5DII offers better high ISO performance than the 1DsII

4. Comparison of signal to noise ratio of 1Ds Mark II, 1D Mark II and 5D Mark II at print resolution

1DII_1DsII_5DII_print.jpg


At this point, I feel I should apologise to the Nikon fraternity for focusing on Canon, but that is the system I have invested in and the easiest way to consider my options at the moment. I will come to Nikon shortly. But next, the Canon 50D. A consumer camera that has also been promoted as a good high ISO performer with the option to go to very high ISO settings. Will it out perform the 4 year lump I normally use? This time, the answer is no. By quite a long way. Although the 50D is good, packing that many pixels in a small sensor is difficult. It is the best Canon APS-C sensor to-date, but it is still not able to match the performance of the larger sensors.

5. Comparison of signal to noise ratio of 1Ds Mark II, 1D Mark II and 50D at print resolution

1DII_1DsII_50D_print.jpg


And now, on to Nikon. I have no doubt that the D3 is a fantastic camera and is clearly the class leader in the high ISO stakes at the moment. However, I’ve always had a niggling doubt that it isn’t as impressive as some users claim. The key issue for me as that the D2X, the previous generation Nikon pro body, is actually very poor at high ISO. Therefore D2X users who upgraded are bound to be blown away by the D3. This isn’t to say that the D3 is bad. It isn’t, it is a superb camera and takes superb images but more to suggest that it isn’t as far ahead of the competition as some of its fans would claim. The graph confirms that it is significantly better than my 1DsII but that the D2X really is poor in this respect.

6. Comparison of signal to noise ratio of 1Ds Mark II, D2X and D3 at print resolution

1DsII_D2X_D3_print.jpg


So, the final comparison was to plot the 1DsII, 5DII (Canon’s top high ISO performer) and the D3 (Nikon’s top high ISO performer) on the same graph. This is very interesting as the 1DsII is “beaten” by both the newer models, but not as much as you might expect. There is less than a stop of difference for a signal to noise ratio of 30dB (DxO Labs proposed cut-off point) between best and worst. Yes a stop can make or break an image and people spend a lot on lenses to get an extra stop but the lack of difference surprised me. The other thing to note is that the D3 is still king of the hill when it comes to high ISO performance but the 5DII runs it pretty close.

7. Comparison of signal to noise ratio of 1Ds Mark II, D3 and 5D Mark II at print resolution

1DsII_5DII_D3_print.jpg


The other key issue to look at to understand the performance of cameras and image quality is dynamic range, and this is a key area where cameras have improved over the last few years. Higher dynamic range means there is more information stored in the picture. Again, the D3 is top of the charts here but the 5DII runs a fairly close second.

8. Comparison of dynamic range of 1Ds Mark II, D3 and 5D Mark II at print resolution

1DsII_5DII_D3_print_DR.jpg



Summary of Results

DxO Labs have defined their view of a suitable threshold for the upper ISO limit to produce suitable images. Every requirement will have a different definition, but there view is a signal to noise ratio of better than 30dB and a dynamic range of more than 9 stops. For some applications that may be too optimistic and for others too optimistic but it is a set of consistent comparison and I reckon pretty much what I have been following judging by how far I’ve been willing to push my 1D Mark II in the past.

Anyway, I’ve summarised a number of results below:

1. Canon EOS 1D Mark II – ISO 1003
2. Canon EOS 1D Mark III - ISO 1078
3. Canon EOS 1Ds Mark II - ISO 1480
4. Canon EOS 1Ds Mark III - ISO 1663
5. Canon EOS 5D - ISO 1368
6. Canon EOS 5D Mark II - ISO 1815
7. Canon EOS 40D - ISO 703
8. Canon EOS 50D - ISO 834
9. Nikon D2X – ISO 476 (!!!)
10. Nikon D3 – ISO 2290 (!!!)
11. Nikon D200 - ISO 583
12. Nikon D300 – ISO 679


Conclusions

So, where does this leave us?

Firstly, my old 1DsII can hold its head high. There is nothing available that can offer me sufficient advantage to pay to upgrade. The D3 as the leader is still less than 2/3 stop better!!!! Nothing Canon can offer me will give me an improvement of any more than 1/3 stop. So, there’s plenty of life in the old dog yet!

Secondly, the APS-C (1.5-1.6 crop) sensors are all worse than full-frame sensors. The APS-H (1.3 crop) sensor of the 1D series sits in the middle. When push comes to shove, physics is king.

Finally, although the D3 has moved the photographic world forwards and is a fantastic camera, it is only 1/3 stop better than the 5D Mark II. The biggest shock is that it is more than 2 1/2 stops better than the old D2X.

If you’ve stayed to the end, I hope you’ve found this post informative and interesting!

Paul

MODS: I believe this post complies with the “Fair Use” policy as described in section 1.2.2 of the conditions of use for the dxomark.com website. If there is any concern about copyright, I understand.
 
Perhaps the most interesting figure is how far Nikon progressed from D2x to the D3, quite a leap they managed there (y)
 
:clap:

As a fellow owner of the 1DsII I thank you!

What I found interesting was looking at just how close those comparisons were at ISO 800 through to ISO 1600 and above.

There really is less of a significant difference than the enthusiasm would have you think. As you say there is life in the old dog yet!

A huge thanks for the work you put in. :clap:
 
It just proves that the "latest and the best "may not be the way to go.
 
It's what I alluded to in another thread, the manufacturers (all of them) attempt to sell us a set of features in the hope that it will make our photography somehow better.

Says she who bought a 32 your old Hasselblad that takes blindingly good pics! :)
 
Indeed an interesting read (y)

I also think it's quite interesting how the stated ISOs differ from that measured across models (according to that site). At a selected 3200, the 5D classic tests at 2710 but the 5DII is only 2133.

ISO%205D%20vs%205DII.JPG
 
Indeed an interesting read (y)

I also think it's quite interesting how the stated ISOs differ from that measured across models (according to that site).

I have been shocked by this. A number of times I've been using my 40D, sat next to Mr. Grumps and friendly Nikon users, and at the same (usually flat grey) scene my camera is claiming 2/3 stop to 1 stop more light than others... then get home and had to brighten it ...by a full stop normally.
 
Indeed an interesting read (y)

I also think it's quite interesting how the stated ISOs differ from that measured across models (according to that site). At a selected 3200, the 5D classic tests at 2710 but the 5DII is only 2133.

I must say, I have wondered if manufacturers have been under estimating ISO to help get better noise performance at a stated ISO.
 
All I can say is that my D3 let's me shoot at ISO10,000 and get shots good enough for an album.

And if you are happy with 20dB SNR and 7 stops of dynamic range that is fine. My point is to try and get some quantification and say that things aren't as straightforward as D3 or 5DII internet hype would have you believe.

According to DxO the D3 has a signal to noise ratio in a 12x8" print of 24dB at an indicated ISO10000. All I know is that at an indicated ISO of 3200 on my 1DsII, I would have an SNR of almost 28dB and not be happy with the print quality.

As I said at the beginning, we all have different requirements and what I am trying to do is highlight the actual differences are less than I (and others on this thread) thought.
 
And if you are happy with 20dB SNR and 7 stops of dynamic range that is fine. My point is to try and get some quantification and say that things aren't as straightforward as D3 or 5DII internet hype would have you believe.

According to DxO the D3 has a signal to noise ratio in a 12x8" print of 24dB at an indicated ISO10000. All I know is that at an indicated ISO of 3200 on my 1DsII, I would have an SNR of almost 28dB and not be happy with the print quality.

As I said at the beginning, we all have different requirements and what I am trying to do is highlight the actual differences are less than I (and others on this thread) thought.

According to Dx0 yes.

But I'm sitting here looking at a 35x25 Graphi album with a full-bleed ISO10,000 shot that looks nothing short of wonderful in print. That's not internet hype, that's real-world. I know that after 2 seasons with a 5D I had to stop at 3200. With a D3 there appears to be no lighting that I fear now - and I'm talking about late November weddings at 3pm in a 12th century church with the bride coming in to candlelight and needing ISO 10,000 to get 1/125s at f1.6.

I think your essay is marvellous btw, one of the most worthwhile posts I've read for a long time. But at the same time there will be real-world examples that are just as valid.
 
According to Dx0 yes.

But I'm sitting here looking at a 35x25 Graphi album with a full-bleed ISO10,000 shot that looks nothing short of wonderful in print. That's not internet hype, that's real-world. I know that after 2 seasons with a 5D I had to stop at 3200. With a D3 there appears to be no lighting that I fear now - and I'm talking about late November weddings at 3pm in a 12th century church with the bride coming in to candlelight and needing ISO 10,000 to get 1/125s at f1.6.

I think your essay is marvellous btw, one of the most worthwhile posts I've read for a long time. But at the same time there will be real-world examples that are just as valid.

Thanks. One quick question - colour or mono? I've found mono images to be much more forgiving (a shame as I shoot wildlife!) Of course, the 5D never went above 3200 but until now, I've been unsure of going above ISO500 on my 1Ds and used my 1D instead. Looks as if I should be more adventurous! As I said, I really think it varies by application.

Interesting to see the 50D is rated higher than the 40D, yet every site iv read says the 40D has better high ISO performance ? I dont follow....lol

On raw SNR, 40D is better than 50D but if you reduce resolution to produce a 12x8" print, the 50D beats the 40D. It is also better on dynamic range which improves the score.

Paul
 
Thanks. One quick question - colour or mono? I've found mono images to be much more forgiving (a shame as I shoot wildlife!) Of course, the 5D never went above 3200 but until now, I've been unsure of going above ISO500 on my 1Ds and used my 1D instead. Looks as if I should be more adventurous! As I said, I really think it varies by application.

At 10,000 mono all the way, yes. Depending on the light source I'd stop at 6400 for colour (tungsten would be about 5000).
 
What a good read, so thanks Paul.

Like you , my 1Ds MKII is 4 years old, and although it's got a few bumps and scuffs, it's like an old landrover (or perhaps range rover) that just keeps going and going, and is still up there among the best DSLR's

I did consider an upgrade to a 1Ds MKIII, but the upgrade was not significant enough for me to seriously consider it, so it's likely I'll wait until the 1DS MKIV.

And I'm pleased Nikon are finally managing to push Canon across most of the range of cameras, after a few years of frantic catch up, they are now producing models that are up there with Canon.
 
Thanks Les. I agree that it is great to see Nikon pushing the envelope and look forward to seeing the results from the D3X when they come out. I too looked at the MkIII cameras but swapping them both would be silly money for not enough gain in features or performance. I will be looking at both the 1D IV and the 1Ds IV with great interest when they come out!

Saw your image in the Landscape Photographer of the Year book at the weekend. Shows these "Range Rover" cameras can still deliver!

Paul
 
I don't know if anyone is interested, but I've written up the first post of this thread as a pdf so if anyone wants a copy, please drop me a line with your email address.

Paul
 
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