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ISO Invariance: What it is, and which cameras are ISO-less

ISO invariance is an exciting new frontier in photography, and I've been experimenting with it extensively over the last few days to see if it's a technique that I can add to my photography tool belt (Fine… I admit it.  I've never even worn a tool belt.  I'm the worst handyman on the planet.)

In essence, ISO invariance allows the photographer to entirely skip over the ISO when setting the exposure and never changing it, but still being able to take full advantage of the low light performance of the camera.  It's still a brand new concept (the first mention I could find of it online was in 2011), and really nobody started talking about it until DPReview started publishing more information about it 6 months ago.

What is ISO Invariance (An ISO-less Camera)?

The short answer is that ISO invariance means that a camera will produce the exact same image quality by staying at ISO (or whatever the base ISO is on the camera) and dramatically underexposing the photo and then brightening it up again in Lightroom, as if you had shot the camera at the proper ISO in the first place.

It makes your head spin for a minute, but don't worry.  We'll go through lots of examples and it'll make sense shortly.

Let's suppose you want to go out and shoot a photo of the stars.  As a starting place, suppose we set our camera settings to f/2.8, 20″ shutter speed, and ISO 3200.  Those are pretty standard settings for night photography, and they'll likely produce a nice image.  But what if you kept the shutter speed and aperture the same, but dropped your ISO to 100?  The resulting photo is dramatically underexposed, but if you take that underexposed file into Lightroom and bring up the exposure, it suddenly looks identical to the photo shot at ISO 3200.  Increasing the exposure in Lightroom introduces noise, but just the same amount of noise as the high ISO would have introduced.

Thus, we say this camera is ISO invariant (“invariant” means something that remains unchanged despite different circumstances), or sometimes photographers say the camera is ISO-less.

iso-invariance-test-small

What Cameras Are ISO Invariant?

First of all, a disclaimer.  Just because a camera fits in the “ISO invariant” category below doesn't mean it's precisely the same thing to shoot at ISO 100 and brighten vs shooting at a high ISO.  There are slight differences in how the files look with some benefits and drawbacks to each.  What we're focused on here is the levels of noise and reasonable dynamic range and highlight/shadow detail.

So you can't PROVE that any camera fits in any of these camps, but I made my best judgment call given the test results we got after I polled the Improve Photography Podcast listeners and asked them to send me their raw file tests using many many different cameras.

Cameras that are ISO Invariant

  • Sony A7RII (Much better highlight detail from shooting at base and brightening later, but lose a a slight amount of shadow detail.  I might even dare say that noise is handled JUST A TINY TINY bit BETTER on the brightened picture than on the high-ISO shot.)
  • Fuji XT1 (This is my personal camera.  I switched from Nikon to Fuji.  It's probably the most iso-less camera out of all those that I tested.)
  • Fuji X100
  • Fuji XE1
  • Nikon D810 (Relying on data from DPReview.  The Sony A7R uses the same sensor, so I would ASSUME that it is as well.)
  • Nikon D750 (Only did one test with this, but appears to be entirely ISO invariant.  Would like to test more)
  • Nikon D7100 (Tested only at base vs ISO 800, but the noise pattern is identical)
  • Nikon D5500 (I did not personally test this one.  Relying on data from DPReview)
  • Pentax K5 (At ISO 800 vs base ISO, you can't tell any difference.  Very high ISOs not tested)

Cameras that are Somewhat ISO Invariant

  • Olympus OMD-EM1 (Tough call.  Detail and contrast are definitely lost when brightening in post, but noise appears to be reduced quite a bit on the brightened image.  I'd like to do more testing.)
  • Olympus OMD-EM5 II (Difference is indistinguishable when zoomed out, but when you zoom in, the higher ISO photo is VERY VERY slightly better in terms of noise and contrast.  The 40mp mode brings the contest even closer.)
  • Sony A7S (I was interested to see this one.  The noise pattern on the brightened image is close to the high ISO shot.  However, the brightened image lost a SURPRISING amount of contrast).
  • Sony Nex 7 (This one is really close to being ISO invariant.  The noise is about the same, but contrast is lost on the brightened image.  Very close to being ISO-less.)

Cameras that are NOT ISO Invariant

  • Canon 5D Mark III (Not even CLOSE!  Nick Page tested this one for us and it looks really bad when you shoot low and brighten later.)
  • Canon 6D (Not even close, and the camera did a horrible job of selecting the white balance in the under-exposed shot.)
  • Canon 70D and Canon 60D (Not too bad, but it's still much better to shoot at the higher ISO.  Horrible white balance in the underexposed shot.)
  • Canon 7D (Not nearly as bad as the 5DIII, and you can't tell the difference with the naked eye at ISO1600, but when you zoom in it's obvious that the higher ISO shot is cleaner.  White balance not good in the underexposed photo.)

Thank you to the following Improve Photography readers from all around the world who contributed raw files for this test: Dale Mellor, Nick Page, Darin Mellor, Linda Maier, A Zelkanovic, Ryan Fritsch, Tristan Davies, Benjamin Boynton, Julio Debeux, Jenn Dijk, Robert Connor, Stephen Tillman, Sarah Scully, Najib Mahmud, Mark Franks, Clarence Hagler, Nelson Tapias, and Wesley York. 

iso-dial-fuji-xt1
The ISO dial on the Fuji XT1, which is probably the most ISO invariant camera we tested.

Why Would Anyone Want to Use This?

There are lots and lots of reasons why this would be a fantastic technique in certain situations.  It's not something I'd use every day, but it's certainly a technique I will implement in my night photography.

One of the reasons is that by brightening the exposure in post, you can selectively brighten some areas and leave others darker.  This reduces the noise in some areas of the image, whereas if you set the ISO high in camera, it makes all of the photo have the higher amount of noise.

Another reason why you'd want to shoot an image at base ISO and brighten later is when you are concerned about preserving highlight detail.  Suppose you're in Time Square in New York and you want to take a shot of the colorful lights above the streets at night.  If you shoot at a high ISO to properly expose, there isn't enough dynamic range to properly preserve highlights and still expose the shadows. However, if you do this after the fact, you could easily brighten the image without blowing out highlight detail in the bright signs.

Another reason is when shooting night photography.  It can be difficult to judge how much noise is present in a photo when you're just looking at the tiny preview on the LCD of the camera.  Many times I've ruined night photography shoots because I pushed the ISO a little too high for the camera.  If I would have simply shot the whole night at ISO 100 and brightened later, this would not have happened.

The limitation to shooting at base ISO and brightening later, however, is that you'll see a black preview on the back of your LCD all night.  Makes it kinda tough to judge the composition!  So I plan on flipping back and forth.  Use high ISOs on my Fuji XT1 for getting the composition, and then once I have the shot looking how I want, I'll shoot one at base ISO (which is 200 on the Fuji XT1 but 100 on most cameras) and keep that one for the official shot.

What ISO Invariance (ISO-less Shooting) Is NOT

ISO invariance is not a measure of how good a particular camera or sensor is.  It simply means that a lot of the exposure is generated with the image processor rather than in the sensor.  It's simply a different approach to low light photography.

So while I do think ISO-less shooting is an exciting new technique for low light photographers (doesn't make a lick of difference for daytime photography), it's certainly not worth picking a camera simply based on its ISO-invariance.

 

66 thoughts on “ISO Invariance: What it is, and which cameras are ISO-less”

  1. Poor Andy is a Cannon fanboy and they cannot accept that Canon sensors have been left in the dust by everyone else over the last ten years.

  2. Leica’s are very capable of this ISO technique. The CCD sensor M 8, M8.2 and M9 camera bodies in particular work the best when you under expose buy 1 and 2/3rd of a stop then bring it up in Lightroom or your choice of imaging software. You end up with amazing highlight detail and also shadow detail with little noise.

  3. I agree with the night sky photographers above that Shooting at ISO 100 with long exposure is impossible to get any kind of detail due to the noise long exposure has on Full Frame cameras. That’s why shooting at 2 to 3 stops below, keeping the data off the right side of the histogram and the peak data in the 1/4 range will allow a decent DX or FX camera with high dynamic range to get the optimal exposure for night sky. I tested the ISO 100 technique with long expsure 20 and 30 seconds, on a D7100 and D5500. Both did horrible with trying to recover detail with the long exposure. And in both cases the D5500 had the better image. So for me the usual setting is ISO2000 to 2500, f/2.8, 20 seconds. Like many who follow others, I too did the expose with data in the center of the histogram shooting ISO 3200 to 6400, f/2.8, at 20 to 30 seconds, only to have a image that was too bright, and had to be dumbed down to get the proper look of night photography. As a result, there was a loss of detail, color, and increased noise with less ability to post process.

    I know shooting with a DX is not the optimal solution for night sky photography. But for me, that extra 1 stop of light in ISO, is recovered in the long exposure advantage of less heat on the sensor. Shooting a DX also involves more work with NR and shooting techniques to get the same results as a FX camera. Keep in mind, there are nightscape sky photographers shooting amazing Galaxy Landscapes with Canons. So in that respect, the technique and skill is what makes for great photography. And this bit of information on ISO-Invariance is of great value to me, and something, I will always consider when purchasing a camera, or trying out new techniques in HI ISO and long exposure shooting.

    Thank you for putting this together.

  4. RE: D7200 and D5500.
    After reading this article, I tested my D7200 and D5500 with ISO from 100 to 6400. Shooting 20 second exposures (because that’s the max shutter speed I use for nightscapes), at f/8. I did this in a storage room in the dark without any in camera NR. For the test I pushed the exposures in LR5: 5 stops starting at ISO100, 4 stops for ISO 200, 3 stops for ISO400, etc… I used ISO 3200 for the reference point (no exposure adjustments). I pulled down the exposure one stop on the 6400 ISO (because when I shoot that high, I often take down some exposure and highlights).

    What I found was, with only exposure adjustments ISO 100 to 400 more noise existed as was 3200 vs the ISO1600 and 6400. Nevertheless, at this point they all needed NR to be acceptable for my taste. Once I did Lightroom noise reduction, lens correction for CA, and added some clarity and contrast, all the images looked the same as far as noise, and clarity. The one issue I saw was hot pixels on the ISO 100 to 400. Perhaps, I should have let the sensors cool down for a longer period between shots. But, anything shot over 400 had no issues with hot pixles.

    At any rate, I now know that if I want to avoid blowing out the highlight details, I can shoot down to 100 ISO without any problems. And that hot pixels can happen if I go below 800 ISO with long exposures. But most important, the sweet spot for these cameras is between ISO 800 and 3200. And on those very dark nights ISO 6400 will work just fine.

  5. It looks like ALL camera’s with a Sony (except for the Pentax probably) sensor show the ISO invariance. And, although they are using a Sony sensor, not all of them use the Sony image processor. To me it looks like it’s depending on the driver voltage for the transistor (A, B, C, D, E-mode). Look at it in the same way as what is used your stereo music amplifier. It also means that Canon is over driving their transistors, this overdrive is than compensated by the in camera software algorithms. There is no room for further improvement for these cameras.

  6. For the XT1 : just take a photo correctly illuminated at ISO 200 and save it as Raw photo. Then a photo with ISO 1600 with the same opening and exposition. The 2nd will be over-exposed in the Raw File. Is the XT1 ISO invariant ? There is probably an analogical amplification of the video signal. This is important for noise reduction of the analog-to-digital converter. This camera is for me definitely not ISO invariant.

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