This gives you grief with the highlights blowing out, hence the
need for a large full well depth.
The raw capture is digitized as a linear count of the charge
accumulated in each photosite. This is proportional to the number
of electrons stored. The number of electrons stored is
proportional to the number of incident (and captured) photons.
Because the raw capture is a linear count directly related to
incident photons, the dynamic range of the captured image can be
limited by having too few bits available to digitize the available
signal information. 14 bits stores two more stops of sensor data
than 12 bits. Fact. Not fiction. That's just how it is.
In the least significant bits, quantization errors add noise. With
bigger signals the digitization noise is insignificant compared to
the inherent photon noise in the signal. At each signal level,
there is a determinable photon shot signal to noise ratio. There
is a measurable camera/digitization noise floor. There is a
cut-off point at low signal levels after which the camera's readout
noise swamps the signal.
The sensors in the last generation of big pixel Canon dSLRs (1DmkII
and 5D) have large full well capacity at ~ 80000 electrons. If
you are utilising the full well depth (ISO 100 typically for 5D and
a bit less for the 1DmkII ref. PIXSurgeon), then the least
significant bit of a 12bit RAW file reflects the charge of
20
electrons. This lowest level of information is subject to dither
(intentionally added digital noise) to avoid artifacts. The photon
shot noise at 20 electrons signal is equivalent to a bit less than
5 electrons. In other words, the digitization itself is
introducing worse noise than the noise inherent in the original
signal. Having 1 or 2 more bits available to the D/A conversion
would add useful dynamic range in the capture.
I assert that 12 bit D/A holds back the 5D and the 1DmkII. I have
an experiment that shows this.
This sensor-native DR capability on previous generation cameras is
made available by use of the ISO setting, which alters the analogue
amplification of the output signal. I have taken an "HDR" set of
images with altered ISO setting (100,400,1600), but constant Tv and
Av. I have an example HDR image here:
http://www.seeminglyabsent.co.uk/2007_03_18_hdr/htmls/0000.html
(Gallery of all shots is here:
http://www.seeminglyabsent.co.uk/2007_03_18/htmls/IMG_8766.html
I have equalized the three contributing shots for brightness in
post-processing, but look at the shadow noise in the dark window
reflection and the highlights on the tiles on the right (gallery
for shadows is here:
http://www.seeminglyabsent.co.uk/2007_03_18_shadows/htmls/0000.html
; gallery for highlights is here:
http://www.seeminglyabsent.co.uk/2007_03_18_highlights/htmls/0003.html )
Crops for shadows (ISO 100 -> 400 -> 1600)
Crops for highlights (ISO 100 -> 400 -> 1600)
By my reckoning, the improvement in shadows from ISO 100 to 400 is
dramatic. This two stop variance in ISO setting would be available
to a single shot with 14 bit conversion. The sensor has had this
capability for a generation already; extra bits at the D/A stage
are now making it possible to access this capability in
post-processing of a single shot.
So. I would assert that 14 bit raw has the potential to add DR
capability. If the full well depth of the 1DmkIII is still of the
same order of magnitude as the 5D and 1DmkII, then the 14 bits will
result in greater DR. The need to swing ISO to access this DR will
reduce. The exact DR will depend critically on exposure.