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Chapter 7
Operation
85
7.9
Software Binning
Software binning is a software-averaging post-acquisition process that can be
performed on either unbinned or hardware-binned data. This type of binning can
improve the S/N ratio by as much as the square root of the number of binned pixels.
Unfortunately, with a high number of scans (i.e., above 100,) camera 1/f noise may
reduce the actual S/N ratio to slightly below this theoretical value. Also, if the light
source used is photon flicker (1/f noise) limited rather than photon shot-noise limited,
this theoretical signal improvement cannot be fully realized. Again, background
subtraction from the raw data is necessary.
Software binning is also useful in high light level experiments, where the camera is
again photon shot-noise limited. Summing multiple pixels in software corresponds to
collecting more photons, and results in a better S/N ratio in the measurement.
In WinX/32 and LightField, software binning can either be set up to occur automatically
or as a manual post-processing operation.
•
WinX/321
Automatic software binning is set up by entering Group parameters on the
Acquisition
►
Experiment Setup…
►
ROI Setup tab card and then selecting the
Use Software Binning checkbox. The drawback to automatic binning is that the
raw data is lost.
Alternatively, you can acquire raw data and then use the post-processing
binning function (located on the Process
►
Binning and Skipping… dialog) to
select the input data, enter the binning parameters, and save the result to an
appropriately named file.
•
LightField
Automatic software binning is set up by entering the Bin W and Bin H
parameters directly on the Region of Interest expander or when creating a
Custom ROI via the Edit Regions of Interest window.
Alternatively you can acquire raw data, load the file in the Data Workspace,
select Software Binning from the Processes menu, enter the binning
parameters, preview the resulting data, OK the process, and then use the Data
Workspace Save function to save the result to an appropriately named file.
Summary of Contents for Princeton Instruments PI-MAX 3
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