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What Does ISO Do in the Digital World
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Nov 10, 2020 07:19:40   #
Bayou
 
MrBob wrote:
Without going into the weeds can't we just say changing ISO lightens or darkens an image and base ISO for your camera will give you the greatest dynamic range and least amount of noise... This seems like one of those topics where the less said the better as it tends to confuse folks.





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Nov 10, 2020 07:38:29   #
WJShaheen Loc: Gold Canyon, AZ
 
johngault007 wrote:
Some of us like to dig deeper, and rely on the expertise of those that can explain it. If you don't wish to fall down that rabbit hole that's perfectly fine also.



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Nov 10, 2020 07:47:42   #
uhaas2009
 
Grain-noise can be created by long exposure (heat of senior), high ISO, surroundings of your subjects. Higher ISO will lighten up your pics. With today’s digital you have more room to play with-in PP high ISO can be corrected with de-noising and re-sharpening.
The sweet spot of your camera ISO you have to try, my one body handle 6400iso pretty good but long exposure I have more noise......

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Nov 10, 2020 08:38:20   #
johngault007 Loc: Florida Panhandle
 
Tomfl101 wrote:


I use this relationship to describe ISO and noise:
Think of a microphone, a voice and an amplifier at a lectern. If the microphone is close to the persons mouth the sound is rich and clear. If the mic is too far away away, the sound is diminished and you need to turn up the volume on the amplifier to compensate. When you do that you usually get a hissing sound and background “noise”. The same holds true for an underexposed image lightened by turning up the “volume” aka ISO to compensate.
br br I use this relationship to describe ISO a... (show quote)




Wallen wrote:


My personal take on this matter. Take ISO with a grain of salt. Just think of it as a gain setting no different from a volume control but it affects brightness instead of loudness. Because as of the moment, nobody is following a standard to the point that ISO is being used for comparing different camera performance.


While I am absolutely learning a ton about gain vs. ISO, which is a great discussion, I have to jump in on these two examples.

When it comes to sound, volume increases the decibel level without changing the tone of a sound wave. So basically the output decibels of a system.
gain is modifying the input signal which does change the tone of the sound (think distortion on a guitar). So the two can be used in tandem or independent of each other to get the desired tone/loudness.

Now, back to the regularly scheduled programming, because I can't necessarily apply all of that logic to photographic equipment

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Nov 10, 2020 08:39:24   #
CaptainPhoto
 
Wallen wrote:
The short answer is:

ISO in digital world is a big lie perpetuated by the manufacturers to sweeten their sales.


So where is your scientific proof of that claim? Explain it or retract it. If you can't prove it then why say it.

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Nov 10, 2020 08:50:30   #
SuperflyTNT Loc: Manassas VA
 
I see a lot if dee technical discussion here. From a functional standpoint just look at it as similar to film speed. The higher the number the less light you need but you lose dynamic range and you increase noise, (kinda like grain). Although with digital cameras the sensors keep getting better and the the ability to shoot at high a ISO with very little noise is way beyond what was capable with film. Also there are post processing tools that are very effective in dealing with noise.

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Nov 10, 2020 09:25:31   #
frankraney Loc: Clovis, Ca.
 
Wallen wrote:
The short answer is:

ISO in digital world is a big lie perpetuated by the manufacturers to sweeten their sales.


I do not know how ISO is accomplished, but I do know the end results. But I go know you're statement is BS. If you really want to know a little truth, listen to Ysarex and you might learn something.

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Nov 10, 2020 09:35:29   #
selmslie Loc: Fernandina Beach, FL, USA
 
Wallen wrote:
The short answer is:

ISO in digital world is a big lie perpetuated by the manufacturers to sweeten their sales.

Such a ridiculous statement hardly warrants a serious response but maybe this will clear things up for you and anyone else gullible enough to fall for that claim.

ISO was created for film in 1987 based on the definition of ASA which had been around for about four decades. ASA and ISO are the same thing for film and digital.

A daylight scene containing a neutral gray target (about 18%) exposed at 1/ISO seconds at f/16 (Sunny 16) will produce an image where the target appears to be middle gray. This is true for negative or positive film developed normally as well as digital. In both cases the contrast will also be normal although transparency film will have slightly more contrast because it was originally intended to be projected.

Digital and normally developed film both respond in the same manner to changes in exposure - shutter speed and aperture.

Digital ISO claims are more standard than they ever were for film because the effective ISO for film depends on each individual's interpretation of "normal" development.

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Nov 10, 2020 10:03:20   #
Ysarex Loc: St. Louis
 
Wallen wrote:
Thats all blah blah.

1. ISO (International Organization for Standardization) is the world’s largest developer of voluntary International Standards
2. In digital camera systems, an arbitrary relationship between exposure and sensor data values can be achieved by setting the signal gain of the sensor. The relationship between the sensor data values and the lightness of the finished image is also arbitrary, depending on the parameters chosen for the interpretation of the sensor data into an image color space such as sRGB.

3. For digital photo cameras ("digital still cameras"), an exposure index (EI) rating—commonly called ISO setting—is specified by the manufacturer such that the sRGB image files produced by the camera will have a lightness similar to what would be obtained with film of the same EI rating at the same exposure.

Key word here are
Voluntary, Arbitrary and Similar.
All of which are bent by manufacturers to their whim.

ISO is a standard - Exact, accurate, to the point.
Camera Manufacturers do not do that.
Thats all blah blah. br br 1. ISO (International ... (show quote)


The current ISO standard for digital cameras (ISO 12232:2019) was written by the camera manufacturers. They have an organization, Camera & Imaging Products Association, http://www.cipa.jp/index_e.html that did the work and wrote and updated the current ISO standard. And of course since they produced the standard they comply with it.

Wallen wrote:
Ever notice an ISO standard symbol on cameras? If something is following the ISO standard, it will have that mark.

The ISO standard requires that each photo's exif data contain an entry that identifies ISO standards compliance for that image -- it's there for all of us to see in every image.

Wallen wrote:
What I see are FCC & CE standards compliant devices.
NO ISO

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Nov 10, 2020 10:07:38   #
Kozan Loc: Trenton Tennessee
 
MrBob wrote:
Without going into the weeds can't we just say changing ISO lightens or darkens an image and base ISO for your camera will give you the greatest dynamic range and least amount of noise... This seems like one of those topics where the less said the better as it tends to confuse folks.


You are right. No need to complicate the situation. One can think of it as the old ASA film speed applied to digital. I don't need to understand Maxwell's Equations to understand radio waves.

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Nov 10, 2020 10:13:44   #
DirtFarmer Loc: Escaped from the NYC area, back to MA
 
Ysarex wrote:
That photo is something of a parlor trick and doesn't really represent what most people can expect from that high an ISO. That photo comes from one of my classes. I took it specifically for my students as an illustration. I get a new crop of students every semester and they come already screwed-up by Youtube nonsense. Bottom line they believe that ISO causes noise. They're related no doubt but ISO or a high ISO is not the cause of the noise. The cause of the noise is the reduced exposure that typically goes with high ISO. That photo was in fact taken with the camera set to ISO 12,800 -- the EXIF data is intact and correct. But the kicker is that I applied a lot more exposure than would be expected at that ISO. With more exposure I got a lot less noise.

It's a parlor trick because if I could really add that additional exposure I really didn't need that high an ISO. I do it for my class to make the point: the noise isn't coming from what ISO does it's coming from the reduced exposure. I use the photo to illustrate that the belief that ISO causes noise is faulty.

Bottom line if you're really in a situation where you can't add more exposure and have to raise the ISO that high you're going to get a noisier photo than I showed here. But it's worth it here as well to make the same point. It's not ISO that's causing the noise.
That photo is something of a parlor trick and does... (show quote)


Nerdy explanation of the ISO/noise relationship (without going too far into the gritty details):

Your sensor knows nothing about your ISO. It takes photos and converts them to electrons, which it stores. The number of photons depends on the intensity of the light and the time of the exposure. If you have "the right exposure" the brightest parts of your subject will produce enough electrons to max out the storage capacity of that particular pixel in the sensor. If you are overexposed, you have too many electrons so some of them will be thrown away. If you are underexposed, you will not reach the maximum capacity of the sensor.

So after the exposure your sensor has a bunch of areas with electrons stored in them. What now? You have to read out the sensor and convert the number of electrons at each pixel into a digital numeric value. You do that by taking the electrons and converting them to a voltage, which you then convert into a number. For a 12 bit sensor, the largest number you can get is 2^12, or 4096. For a 14 bit sensor, 2^14=16384.

At this point we get into the realm of statistics. For integers, the uncertainty of any counted number depends on Poisson statistics, but when the number is large enough, Poisson statistics merge into Gaussian statistics (usually around numbers greater than 10). For Gaussian statistics, the uncertainty in a given number is given by the square root of that number, generally called σ (sigma). Herein lies noise. If you have an area of uniform brightness in your image, with, say, a brightness that is converted into the number 1024, the square root of that is 32. The actual number you will get will average 1024, but can vary about that value. The variability is the noise.The variation of the number will fall within a Gaussian curve, so that ~68% of your numbers will be within σ of 1024, ~95% of your numbers will be within 2σ of 1024, ~99.7% will be within 3σ of 1024. So although your image has an area of uniform brightness in real life, your camera will show it with some brightness variations. For this example, σ is about 3% of the brightness. If your uniform brightness area is not so bright and only gives you 128 electrons instead of 1024, σ will be 16. So now σ is about 6% of the brightness, and you will see more variability, i.e. more noise. So noise is going to depend on the number of electrons your sensor is storing.

Now we have to consider what ISO does.

Raising the ISO basically multiplies the number that is derived when you read out the electrons from your sensor. It might just use an analog approach, in which the voltage derived from the number of electrons is raised by changing the amplification, or a digital approach in which the number derived from the number of electrons is just multiplied by a constant. Neither of these approaches will change the relationship between the final number and the variability of that number from the initial statistics.

The advantage of raising the ISO is that you can use shorter exposures to get what looks like good exposures in terms of numbers coming from the sensor readout. That means you can use a higher shutter speed to reduce motion blur, or a smaller aperture to increase depth of field. Modern cameras probably apply image processing software to reduce the noise so it will not look so bad, but that cannot eliminate the noise.

There are other sources of noise, not considered here, but they are small in normal conditions.

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Nov 10, 2020 10:17:29   #
Ysarex Loc: St. Louis
 
Wallen wrote:
https://www.iso.org/obp/ui/#iso:std:iso:12232:ed-3:v1:en


3.7
ISO speed
numerical value calculated from the exposure provided at the focal plane of a DSC to produce specified DSC image signal characteristics.
Note 1 to entry: The ISO speed is usually the highest exposure index value that still provides peak image quality for normal scenes. However, a DSC does not necessarily use the ISO speed value as the exposure index value when capturing images.
3.8
ISO speed latitude
set of two numerical values calculated from the exposure provided at the focal plane of a DSC to produce specified DSC image signal characteristics
Note 1 to entry: The ISO speed latitude is expected to correlate with the range of exposure index values that provide acceptable image quality for normal scenes.


Even by the standard definition, there is too much leeway on what is digital ISO.
https://www.iso.org/obp/ui/#iso:std:iso:12232:ed-3... (show quote)


The standard is published and transparent and available for everyone to see. The standard requires the camera manufacturer to place and entry in the photo's exif data noting ISO compliance. The camera makers do follow the standard. Your inability, refusal or whatever problem to understand the standard isn't their problem.

Wallen wrote:
This is like stating ISO XXX (+or- 100%)
Meaning one camera manufacturer may label ISO 50 as ISO 100 and advertise their camera as better than the competition.

My personal take on this matter. Take ISO with a grain of salt. Just think of it as a gain setting no different from a volume control but it affects brightness instead of loudness. Because as of the moment, nobody is following a standard to the point that ISO is being used for comparing different camera performance.


That's debatable but regardless that's also your arbitrary requirement. The fact that the camera makers didn't check with you first and get your approval of the ISO standard doesn't make the standard a lie. I have digital cameras from 4 different camera makers and they all comply with the ISO standard very well.

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Nov 10, 2020 10:21:22   #
rmalarz Loc: Tempe, Arizona
 
The formula for basic exposure is:
Define Zone V - middle gray

Square Root of the ISO = the basic f-stop (key stop)
Shutter speed = 1/luminance in candles/ft^2

Using, for example, an ISO of 125, the key stop is f/11 (closest value to the square root of 125)
Thus, "at the key stop, the correct shutter speed in seconds to expose a given luminance on Zone V is the reciprocal of the luminance expressed in candles/ft^2". If the surface measured 60 cd/ft^2, the shutter speed would be 1/60 sec.

Note this is not 1/ISO. Your sunny 16 implies an ISO of 256. Thus, and exposure of 1/250 at f/16 would render a luminance value of 250cd/ft^2 as middle gray. That may work, but maybe not.
--Bob

selmslie wrote:
Such a ridiculous statement hardly warrants a serious response but maybe this will clear things up for you and anyone else gullible enough to fall for that claim.

ISO was created for film in 1987 based on the definition of ASA which had been around for about four decades. ASA and ISO are the same thing for film and digital.

A daylight scene containing a neutral gray target (about 18%) exposed at 1/ISO seconds at f/16 (Sunny 16) will produce an image where the target appears to be middle gray. This is true for negative or positive film developed normally as well as digital. In both cases the contrast will also be normal although transparency film will have slightly more contrast because it was originally intended to be projected.

Digital and normally developed film both respond in the same manner to changes in exposure - shutter speed and aperture.

Digital ISO claims are more standard than they ever were for film because the effective ISO for film depends on each individual's interpretation of "normal" development.
Such a ridiculous statement hardly warrants a seri... (show quote)

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Nov 10, 2020 10:22:20   #
bleirer
 
Ysarex wrote:
ISO in the digital world is not the same as film ISO. With digital cameras ISO establishes a standard methodology for determining the lightness in the camera output JPEG that results from a measured exposure of the camera sensor.

When you increase the ISO value on a digital camera the camera metering system responds and calculates a new reduced exposure. That reduced exposure will darken the image unless an adjustment is made and so ISO then also lightens the output image by an equal amount to the exposure reduction -- it compensates. How that's accomplished can vary. The camera manufacturers use different methods (for different reasons) to get that job done. You can in fact think of that as a post processing job. The exposure is made and if the ISO value set on the camera requires it then the output image is lightened.

The most common method used by the camera manufacturers apply ISO lightening is to take the analog signal from the sensor and amplify it before the signal is converted to digital values. Another method that is increasingly common and that can be used in conjunction with the analog amplification of the sensor signal is to scale up the values after the signal has been converted to digital values. These two methods account for the way most cameras implement ISO lightening and it's critical to understand that the result is burned into the camera's raw file. These two methods are applied in the creation of the raw file.

ISO lightening can also be applied in the camera's image processor in which case the amount of lightening applied in the image processor is not applied to the raw file. You see this in some brands of cameras, Sigma for example, and to achieve specific results in some other cameras. A good example is the low ISO option (ISO below base) on some cameras.

The ISO sweet spot is base ISO. You get the maximum amount of DR from the sensor and the best signal noise ratio for the best overall image quality. But we can't always get away with using base ISO if we want to take low-light photos or fast action photos (your wildlife). In that case raise the ISO as high as needed to get the photo. Always get the photo.

Dynamic range and ISO are related. The two common methods of implementing ISO lightening noted above as they affect the raw file reduce the sensor DR. Here's a good reference for that: https://www.photonstophotos.net/Charts/PDR.htm
ISO in the digital world is not the same as film I... (show quote)


Very informative post, thanks! I believe I've heard you say in prior discussions that the standard is for jpeg output only, and that raw can vary from the reported, and sometimes camera companies will leave some headroom to avoid blowing highlights?

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Nov 10, 2020 10:31:28   #
rmalarz Loc: Tempe, Arizona
 
"For a 12 bit sensor, the largest number you can get is 2^12, or 4096. For a 14 bit sensor, 2^14=16384."

And that's why I love mine at 65536.
--Bob
DirtFarmer wrote:
Nerdy explanation of the ISO/noise relationship (without going too far into the gritty details):

Your sensor knows nothing about your ISO. It takes photos and converts them to electrons, which it stores. The number of photons depends on the intensity of the light and the time of the exposure. If you have "the right exposure" the brightest parts of your subject will produce enough electrons to max out the storage capacity of that particular pixel in the sensor. If you are overexposed, you have too many electrons so some of them will be thrown away. If you are underexposed, you will not reach the maximum capacity of the sensor.

So after the exposure your sensor has a bunch of areas with electrons stored in them. What now? You have to read out the sensor and convert the number of electrons at each pixel into a digital numeric value. You do that by taking the electrons and converting them to a voltage, which you then convert into a number. For a 12 bit sensor, the largest number you can get is 2^12, or 4096. For a 14 bit sensor, 2^14=16384.

At this point we get into the realm of statistics. For integers, the uncertainty of any counted number depends on Poisson statistics, but when the number is large enough, Poisson statistics merge into Gaussian statistics (usually around numbers greater than 10). For Gaussian statistics, the uncertainty in a given number is given by the square root of that number, generally called σ (sigma). Herein lies noise. If you have an area of uniform brightness in your image, with, say, a brightness that is converted into the number 1024, the square root of that is 32. The actual number you will get will average 1024, but can vary about that value. The variability is the noise.The variation of the number will fall within a Gaussian curve, so that ~68% of your numbers will be within σ of 1024, ~95% of your numbers will be within 2σ of 1024, ~99.7% will be within 3σ of 1024. So although your image has an area of uniform brightness in real life, your camera will show it with some brightness variations. For this example, σ is about 3% of the brightness. If your uniform brightness area is not so bright and only gives you 128 electrons instead of 1024, σ will be 16. So now σ is about 6% of the brightness, and you will see more variability, i.e. more noise. So noise is going to depend on the number of electrons your sensor is storing.

Now we have to consider what ISO does.

Raising the ISO basically multiplies the number that is derived when you read out the electrons from your sensor. It might just use an analog approach, in which the voltage derived from the number of electrons is raised by changing the amplification, or a digital approach in which the number derived from the number of electrons is just multiplied by a constant. Neither of these approaches will change the relationship between the final number and the variability of that number from the initial statistics.

The advantage of raising the ISO is that you can use shorter exposures to get what looks like good exposures in terms of numbers coming from the sensor readout. That means you can use a higher shutter speed to reduce motion blur, or a smaller aperture to increase depth of field. Modern cameras probably apply image processing software to reduce the noise so it will not look so bad, but that cannot eliminate the noise.

There are other sources of noise, not considered here, but they are small in normal conditions.
Nerdy explanation of the ISO/noise relationship (w... (show quote)

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