Opinion: Love it or Hate it, Digital Correction is here to Stay

Richard Cox
13 Min Read

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OpticalLimits has recently gotten its hands on the Canon RF 14-35mm f/4L IS USM, which was announced way back on June 29, 2021. That in itself probably isn’t newsworthy. So instead of talking about the review itself, I focused on a specific part of the review that caught my eye. This part of the review was the MTF results before and after digital correction.

Many of you know that when I review Canon patents, I usually whine if Canon has an image circle that is less than the full frame coverage. This means that the camera has to “stretch” the image circle to fit the entire frame. From a purist point of view, this means we are relying on software versus optics. And I know, with almost every single lens release, this is a hotly debated topic.

Canon Didn’t Do This Before (as much)

This, of course, was never really something that Canon considered before the mirrorless era, not because they have gotten lazy in this era.  The reason is that it was never a good option with optical viewfinders, because the distortion would be visible as you are composing your shot.  With mirrorless cameras, you compose with the LCD or the EVF and then see the corrected view as the designers intended. 

That didn’t mean that some of Canon’s lenses didn’t have heavy distortion that required correction. There was, but the image circle fully covered the sensor. You didn’t have to stretch the image to fit the image circle.

What is “Stretching” the Image?

Most people call this distortion correction because these lenses have an extreme amount of barrel distortion. I call it stretching, really, from dealing with Canon patents. With Canon patents, they define the image circle as where they expect acceptable image quality, and that can go for all purposes, completely black.

https://photographylife.com/reviews/canon-rf-14-35mm-f-4-l/2

You can see in this image, with no corrections applied, there’s no image in the extreme corners for the RF 14-35mm. What that logically looks like is something like this image. The rectangle is the sensor, and the circle is the projected image circle imposed on the sensor. As you can see, the image circle doesn’t quite reach far enough into the corners.

To compensate for this, you need to correct for distortion and “stretch” the image out in the corners to fit the entire frame by correcting the distortion, which stretches the image back into the corners.

Why Do They Do This?

Many of the patent applications that I share and talk about mention that the designers are faced with the goal of coming up with smaller designs that are optically good to excellent in performance. Something must give, and if software manipulation gets the result, then the designers choose that.

A smaller image circle allows the designer to make the lens and the elements smaller, especially for lenses of a wider angle of view. An extreme example of this is comparing the size of APS-C lenses with a much smaller image circle to a full-frame lens with a much larger image circle. The APS-C lens is invariably smaller, lighter, and most of the time, less expensive as well.

This also allows the designers to focus on other aspects of the lens’s optical design, including resolution and the slew of aberrations that the designers have to worry about. It’s all a juggling act, and removing the image circle from the equation removes one balancing factor that the designers have to worry about.

So, in Canon’s defense, this allows them to produce lenses that are smaller, lighter, and at times, less expensive than if they didn’t take that compromise.

This isn’t new either, Panasonic and Olympus were doing this in the m43 mount well before Canon even considered it in the RF mount.

Is It Really That Big of a Deal

Let’s take a look at the MTF50 Results from the Canon RF 14-35mm review and compare them before and after correction. I know the common argument is that you lose resolution by stretching, and yes, this is true; you do.

No CorrectionWith Correction%
Center51105093.33%
Near Center481645365.81%
Border427340116.13%
Extreme4150370810.65%

As you can see, as you move further away from the center, your resolution loss increases. To be fair to the Canon RF 14-35mm f/4L IS USM lens used in this example, even with 3700 lp per sensor height, that’s an exceptional result for an ultra-wide zoom lens.

But how does that compare against a lens that didn’t do as much software correction? I had to go digging for a comparative test of a lens that didn’t require the amount of distortion correction that this lens did, and decided the closest example would be the Canon RF 15-35mm f/2.8L IS USM, which is Canon’s premier ultra-wide angle.

At 14mm, the Canon RF 15-35mm f/2.8L IS USM has a barrel distortion of -2.81% versus the Canon RF 14-35mm f/4L IS USM’s rather extreme -5.33%. The RF 14-35 relies on stretching as the raw image has an 8.4EV vignette in the corner (basically black), whereas the RF 15-35mm has a heavy vignette at 4.57EV but isn’t completely black.

We couldn’t compare the line pairs/image height directly because OpticalLimits tested with two different sensor resolutions (30MP versus 45MP). So I decided to look at these two lenses. I really wanted to see how the MTF degraded from the center to the corner. The 14-35 had to use software correction, which results in a loss of resolution, but is the final result still acceptable?

From left to right, the MTF performance is from center to corner. I’ve equalized out the line pairs per image height to match at the center and used that same ratio out to the corner. Perhaps very imperfectly, but I wanted to illustrate how both of these lenses perform in relation to center performance.

Higher is better resolution on the chart, and if you assumed the red line was the 15-35, well, you’d be wrong. The 14-35 is the red line, and the 15-35mm is the blue line.

I’m not stating this as to suggest that the 14-35 is a better lens than the 15-35, there are other factors such as this being wide open on both lenses, and the 15-35mm is one stop faster at f/2.8 versus f/4.0 – but to illustrate that even with digital corrections the resolution loss of the 14-35’s isn’t as extreme as you would lead yourself to believe if this was biasing your decision.

This level of optical performance is what Canon designed the lens to have, and the corrections were factored into that equation to give the final result. And even Klaus, who isn’t a fan of digital corrections, concluded this about the lens.

The Canon RF 14-35mm f/4 L USM IS is one of the best ultra-wide zoom lenses that we have tested to date. And that’s quite an achievement given that the focal length range starts at 14mm. The image sharpness is consistently high across the zoom range with only a slight drop at 35mm f/4. Distortion correction does come at a cost at the 14mm setting, but even so, the results remain impressive. Speaking of autocorrection, the lens relies heavily on the vignetting and distortion compensation, but that’s not unusual in this lens class. 

https://opticallimits.com/canon/canon-rf/canon-rf-14-35mm-f-4-l-usm-is-review/

Why Canon isn’t going to Change

At this point, this should be relatively obvious, but to really state this, the image quality loss isn’t that extreme when compared to the flexibility it gives the optical designers. It doesn’t mean that your $1500 lens can be bought for $500 now, because of this, it’s not going to dramatically decrease prices, and nor should you assume that an expensive lens doesn’t use digital corrections.

Canon can and will decide to use digital corrections to compensate for a variety of design constraints, such as size, weight, or cost. The constraint isn’t just cost, and it shouldn’t be assumed so.

A good example of this is the new Canon RF 14mm f/1.4L VCM, which uses digital corrections and is a very expensive prime. But the elements packed into that 14mm lens are one of the most complex primes in existence, and the lens itself strictly controls aberrations and has impressive resolution across its entire field of view. The designers in this case were using digital corrections to keep the size and weight reasonable, but the lens itself is still a considerably complex lens design.

Canon RF 14mm f/1.4L VCM cut in half

So it really means that Canon has another tool it can use to come up with lenses that are excellent in their performance, or also lenses that have incredible value for the price of the lens.

Closing Thoughts

Bluntly put, if the lens is bad, it will be bad with or without digital correction, but not because of it. If the lens is good, it will still be good even with digital corrections.

Yes, you do take a resolution loss, especially in the deep corners, by having to digitally correct the final image. But realistically, it’s a gradual degradation that, unless you are working in very specific use cases, you simply are not going to see the loss in the real world.

The only time you really see a resolution loss that visually reaches out and slaps you across the side of the head is when it falls off a cliff into the corner. That’s simply not going to happen because of digital correction; that’s just a bad lens. That’s when you break out DLO and pray for a miracle.

Will I still complain about patent applications that rely on it? Absolutely! Just like I complain about the EOS R100 at every chance I get because it’s what I do.

Go to discussion...

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Richard has been using Canon cameras since the 1990s, with his first being the now legendary EOS-3. Since then, Richard has continued to use Canon cameras and now focuses mostly on the genre of infrared photography.

213 comments

  1. Oh boy, I'm anticipating the comments 🤣


    What strikes me the most is the fact that both lenses show essentially the same profile in the corners. If the loss on image quality was significant, we would see the 14-35mm f/4 falling at the end of the line, which we don't.
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  2. Rejecting software correction implies rejecting also DXO, LR etc… editing.
    What matters is how good the picture you obtain is, whether optically or electronically corrected. Period!
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  3. You missed the point that optical correction of distortion is not free - it also introduces aberations and losses in quality. There was an interview with Sigma engineers who said that in many cases correcting distortion and vignetting digitally results in better sharpness than doing it optically.
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  4. I had both the 15-35 and the 14-35. I finally sold the 15-35 last week because it constantly stayed at home. The 14-35 is so much smaller, lighter AND a full mm wider where it really counts. I can definitely live with one stop less light at these lengths. In the worst case, I can crank up the ISOs (I use DxO PhotoLab anyway) And while I also have the 10-20, this one often feels too wide.. The 14-35 barely leaves my camera during a city trip.
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  5. You missed the point that optical correction of distortion is not free - it also introduces aberations and losses in quality. There was an interview with Sigma engineers who said that in many cases correcting distortion and vignetting digitally results in better sharpness than doing it optically.

    That's a fair point. I implied it, that by not worrying about the image circle as much, it allows the designers to focus on other aspects of the design, but yes, I didn't go into as much detail as I should have.
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  6. OpticalLimits has recently gotten its hands on the Canon RF 14-35mm f/4L IS USM, which was announced way back on June 29, 2021. That in itself probably isn't newsworthy. So instead of talking about the review itself, I focused on a specific part of the review that caught my eye. This part of the review […]

    See full article...
    Great analysis Richard! Go one stage further and compare the two lenses at 18mm, 24mm and 35mm at f/4, and you see from the optical limits charts that the 14-35mm has far, far less fall off on going from the centre to the extremes. So, for this pair of lenses, the optical correction at the shortest length causes far more damage at longer lengths than does the digital!
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  7. Great analysis Richard! Go one stage further and compare the two lenses at 18mm, 24mm and 35mm at f/4, and you see from the optical limits charts that the 14-35mm has far, far less fall off on going from the centre to the extremes. So, for this pair of lenses, the optical correction at the shortest length causes far more damage at longer lengths than does the digital!

    That's true, and it's much harder to get to 14mm as well in terms of optical design. The 14-35 has a slightly more zoom range, and because it's software reliant, the designers can engineer a better-performing lens overall.
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  8. Whenever digital correction in modern lenses is discussed, I’m reminded of a comment by Ryan Carnathan of The-Digital-Picture in his review of the Canon RF 14–35mm F4 L IS USM lens:
    Does the strong distortion correction matter? Psychologically it does, and an image captured from a non-distorted lens can similarly be up-sized to even higher resolution using AI, potentially giving it an advantage. That said, did you notice any corner issues until this point in the review? Likely not substantial ones.
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  9. I had both the 15-35 and the 14-35. I finally sold the 15-35 last week because it constantly stayed at home. The 14-35 is so much smaller, lighter AND a full mm wider where it really counts. I can definitely live with one stop less light at these lengths. In the worst case, I can crank up the ISOs (I use DxO PhotoLab anyway) And while I also have the 10-20, this one often feels too wide.. The 14-35 barely leaves my camera during a city trip.
    I agree, was my only lens on a 3 week hiking trip in the alpes last summer. The only thing i missed was a tele lens for the occassional wildlife. It is also good enough for auroras and okay for wide field astro, especially because of the convenience of having one lens. Now i am considering the 20mm for handheld astro/auroras but is not sure if its wide enough. Would love a third party manual in the 14-18 range with f2 or something 🙂
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  10. Great analysis Richard! Go one stage further and compare the two lenses at 18mm, 24mm and 35mm at f/4, and you see from the optical limits charts that the 14-35mm has far, far less fall off on going from the centre to the extremes. So, for this pair of lenses, the optical correction at the shortest length causes far more damage at longer lengths than does the digital!
    While in my "physical" comparison, the 15-35 was noticeably better at 35mm, and at least as good at the other focal lengths...
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  11. You missed the point that optical correction of distortion is not free - it also introduces aberations and losses in quality. There was an interview with Sigma engineers who said that in many cases correcting distortion and vignetting digitally results in better sharpness than doing it optically.
    I’d love to learn more about this; do you have links to those interviews?
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  12. The Digital corner profiling discussion is as complex as the use multitude of case scenarios from the users who shoot with these lenses.
    If the corners are software re-generated using AI then there is no loss of detail or Dynamic range. You should be able to push the exposures and oggle the fine detail in the corners and be happy with the results. HOWEVER.....Canon doesn't employ AI software based corner regeneration, what they do is stretch the corners and use the raw file's DR to bump the corner exposure to that of a perfect lens. This is fine if you don't mind loosing a little bit of resolution, maybe even a bit of focal length and a lot of corner DR.
    Most Canon UWA lenses already give us a slightly wider angle of view to their acclaimed wide focal length marking. So a RF 14-35 F4L lens is closer to 13.5mm when uncorrected, the focal value of the lens corresponds to the corrected focal length. Another example of this is the sublime RF10-20mm f4L, it's notably wider when uncorrected. So if you take the uncorrected RAW image and run it though software that can AI regenerate the corners, you get an even wider angle of view than the stock lens with Canon correction applied.

    Where the non AI software corner correction falls down is in low light landscapes where the rest of the scene is within the reasonable DR range of the sensor. The corners may have been pulled by the profile before you even start to post process the image. If you shoot on a tripod at 100 iso for a super clean image, the far corners might already be at 1600iso noise levels becuase of the correction profile. Once you pull the shadow details a bit (say two stops) the majority of the image will have super low noise at an equivelent of 400 iso...nice and clean. But these far corners will have an equivelent iso value of 6400 and will have a noticable amount of noise compared to the rest of the image. That's just a 2 stop pull. Ok you have AI noise correction, but this approach from Canon does introduce more work for lanscapers. Even a neat 100iso image will have grainy corners, you would need to stack multiple exposure blends to nullify the issue.
    Or you crop the bat-sh1t crazy corners out...or use AI generation for the corner fills. It's the penalty for smaller and lighter lenses like the EF 10-20mm f4L.
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  13. You missed the point that optical correction of distortion is not free - it also introduces aberations and losses in quality. There was an interview with Sigma engineers who said that in many cases correcting distortion and vignetting digitally results in better sharpness than doing it optically.
    Fixing corner vignetting due to optical shading is not easily "fixed" with a profile. I fthe profile is AI powered then it can clean the iso noise and re-generate the missing details. But a simple mathmatical corner stretch and then applying 4.5 stop white circle overlay over the far corners is only going to add 4.5 stops of noise in the corners to your raw file. Shoot your Raw landscape at say 400 iso, your corners are already profiled at 6400+ iso before you even start your post prod on the image. There's no magic bullet with camera generated lens profiles.
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  14. Rejecting software correction implies rejecting also DXO, LR etc… editing.
    What matters is how good the picture you obtain is, whether optically or electronically corrected. Period!
    It has to be a limit though. Some vignetting and distortion correction is acceptable but i hope we won't see 20% of the sensor area replaced by AI generated image data because the final image is still "good".
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  15. Centre or edges?
    Edges! By the way, even TDP's Brian noticed some 14-35 sample variations which he kept mentioned for a short lapse of time on the lens' page.
    Especially when using my favourite focal length, 35mm, I pay attention to obtaining the sharpest corners possible. When travelling. I don't use primes, but a 35mm TSE would be for me an instant buy.
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