7D or 1DIV: better noise?
<tt>7D versus 1D Mark IV (or comparison of other cameras). For example,
which to choose: a used 1DII or 1DIII versus 7D?
I'm posting this because of discussions on this thread:
http://www.birdphotographers.net/for...roated-Swallow
and subsequent PM questions I received.
We often hear cameras with small pixels are noisy, and the 7D has a reputation
for producing noisy images. But it is a reputation not deserved, especially
among wildlife photographers who often need more telephoto reach.
Example:
"</tt>Anyone who actually takes pictures knows the difference between the two cameras is huge. It is a no brainier"<tt>
Let's look at some of the issues. I'll include questions from others.
Question: "</tt>I thought that the pixels on the 7D were not only smaller but packed
more densely and thus generate more noise, I know Canon has done
wonders to suppress the noise in modern cameras but as the pixels are
larger and less closely packed in the 1D wouldn't there be less noise? "
Answer:
There are two dominant noise sources in our digital camera images.
1) Photon Noise: in all but the deepest shadows, the noise we see is due to
photon counting statistics from the random arrival of photons in a given
exposure time. The noise is the square root of the number of photons collected
in the pixel. What we perceive as noise is really signal to noise ratio (S/N).
The S/N is also the square root of the number of photons. Thus, to produce
noise free images, we simple need to collect as many photons as possible,
which is easier said than done.
2) Readout noise and analog to digital (A/D) converter + amplifier noise.
This noise is at a very low level so only affects the deepest shadows.
There are other types of noise which sometimes show. Fixed pattern noise
sometimes shows in shadow areas, especially in older model cameras.
This factor alone would make me tend to choose a newer camera model
over an older one. Another type of noise is thermal noise that builds up
with longer exposure times. This can be a factor in long exposure
(e.g. night images) lasting many minutes.
The dominant noise factors bird and other wildlife photographers need to
be concerned with are the first two above: photon noise and read + electronics
noise.
Pixel size does not generate noise; small pixels do not "generate" more noise.
To put into perspective the two dominant noise sources, consider a 7D operating
at ISO 400. On a normal exposure, and 18% gray card, the 7D will capture
about 1500 photons, which generates 1500 electrons. Thus the
S/N = square root 1500 = 39. The read + electronics noise is only 4.9 electrons.
Thus, the dominant noise is photon noise.
The 1DIV in comparison will record 2500 photons on the same gray card,
giving a S/N = 50. The read + electronics noise is only 6.6 electrons.
Case closed: the 1DIV has lower noise than the 7D. This is what leads to
the perception that the 7D is noisy, but that is not the whole story
and is in fact incorrect that the 7D is noisier.
One other thing to be aware of: ISO does not change sensitivity, ISO only
changes what range of the signal gets digitized, and instructs the camera
to change its shutter speed.
So we want the most photons for our images. We collect photons by:
1) The lens. The larger the diameter the lens, the more photons we collect,
much like a larger bucket in a rain storm collects more water.
2) The exposure time. Longer exposure time lets more light in, like leaving
the bucket out in the rain storm longer.
3) The lens focal length spreads out the light. The longer the focal length,
the more the light collected by the lens is spread out. This is why when you
add a TC, you must increase your exposure time.
4) The pixel. A larger pixel collects the light streaming from the lens.
Just like the bucket in the rain storm, the pixel is like a little bucket collecting
the light from the lens.
5) Pixel efficiency. This is the fraction of photons incident on the pixel and
that are trensmitted through the overlying filters that actually generate
electrons in the pixel. It is the transmission factor of the blur and Bayer filters,
times the transmission of the micro lens, timesthe quantum
eiffciency of the pixel. For a given era of camera sensors, the efficiencies
tend to be very close. The 7D and 1DIV efficiencies measure very close
in lab test, with the 7D coming out a few percent higher. The much older
1DII in contrast has a pixel efficiency about 2 times lower.
Now, there is one other factor of concern to photographers and a key factor
in noise and detail on a subject. It is the combination of pixel size (pixel
spacing) and focal length that delivers detail. But more detail means
less light per pixel. If one wants to double the pixels on subject, you can
double the focal length (add a 2x TC) or halve the pixel spacing. In one case
(focal length) we spread the light out more so there is less light per pixel,
and in the other case we chop it into finer pieces so there is less light
per pixel. There is no difference in total light per pixel per time interval
in either of these methods of getting more pixels on the subject.
So, in the case of a 7D (4.3 micron pixels) versus 1D Mark IV (5.7 micron
pixels), if we equalize the pixels on the subject by changing focal length on
one camera, then the light delivered to each pixel is the same. If the light is
the same, the S/N is the same (with minor differences due to the relative pixel
efficiencies).
So how to do this in practice? The ratio of the pixels is 5.7/4.3 = 1.33.
So the 1DIV needs 1.33 times more focal length than the 7D to give the
same pixels on subject. Next the aperture diameter of the lens must
remain the same, as that equalizes the light per time interval.
Finally, use the same exposure time.
So here is a proposed test to prove my point (this is basic physics so
I am confident in this prediction). (I use this kind of model prediction in
understanding the signals from spacecraft systems.)
Set up two tripods and telephoto lenses side by side looking at the same
target. For example, 500 f/4 lenses. On one lens put a 7D.
On the other put a 1.4x TC and the 1D4. The 1D4 will have
about 6% more pixels on the subject, so very close.
Next set the camera to manual and the same exposure time on
both cameras. Finally set the aperture diameter the same.
That means the f/ratios are different. For example.
f/4 on the 7D setup and f/5.6 on the 1D4 setup, or
f/5.6 on the 7D and f/8 on the 1D4 setup.
Note, with exposure time the same, depending on light, the 7D
may need to be at a lower ISO so it doesn't saturate.
An interesting additional factor with the differing focal lengths,
pixel sizes and f/ratios is that the depth of field will be identical.
So my challenge is for two photographers with the same model lenses,
one with a 7D and one with a 1D4 try the above test. Process the images
identically and show the images. I predict it will be very difficult
to tell them apart (except the 1D4 image will have slightly more
pixels on subject). But the noise difference will be difficult
to tell apart.
For those who want to get more into the math, google Etendue and read
the wikipedia page.
Another implication of this equalization of systems (the equalization of the
Etendue), is that the camera with smaller pixels needs less focal length to
achieve the detail on the subject. This leads to several other implications.
If one needs a 2x TC on the 1DIV, one only needs a 1.4x TC on the 7D. That
means a slower f/8 AF performance can be avoided! If one needs a 1.4x TC
on the 1D4, one needs no TCs on the 7D, reducing optical elements,
potentially improving image quality further.
Bottom line: understanding the management of pixels on subject and
exposure time for a given lens, one can use a wider range of cameras
and achieve high resolution quality images on distant subjects.
There are many reasons to choose a 1D4 camera over the 7D, including
the 45 point AF system, and weather sealing, but noise and detail on
subject and noise performance can be equalized. These concepts hold for
other cameras being compared when the pixel size varies between models.
If one does not have the money for a 1D series, the 7D is an excellent
performer.
Finally, large pixel size is not the metric for low noise as several other factors
control how much noise we see in our images. But knowing these concepts
I believe will enable people to manage their photography in the field
to obtain better S/N regardless of camera and its pixel size.
Roger
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