Choosing Transfer Function Properties
To convert an image from pixel data to a visual
representation of brightness and color, Mira uses both a
transfer function and an
Image Palette. The transfer function uses a
mathematical prescription that slices the pixel data into 256
discrete levels which are indices into a grayscale or color
palette. The detailed prescription for how the range of pixel
values is sliced involves 3 parameters: Sample, Range, and
Stretch. Changing any of these values
changes the conversion to numeric palette indices and hence affects
the value of gray or pseudocolor assigned to the visual
representation of the image data. In addition to these 3
fundamental palette parameters, Mira Pro x64 added aBoost option to enhance the transfer function by
increasing contrast for pixel values crowded into a narrow range of
brightness (see
Using the Boost Transfer Function Option). All
of these parameters together define the properties of the transfer
function. This topic describes how to choose the transfer function
properties. For palettes, see
Image Palettes,
Palette Properties, and related topics.
Choosing Properties according to the Image Data
The transfer function settings that works best
depends on the nature of the image or object being viewed. What may
work best for one type of image or class of object may not work so
well for another. However, you can get close to the optimal
parameters that work broadly for a given class of image or object
type, then tweak the parameters for the individual case. For
example, the transfer function that works best for an image of a
star field is usually not the best for viewing an image of a galaxy
nebula, and neither usually works well for an image of a planet or
the moon. Therefore, Mira provides many settings for adjusting the
transfer function and the ability to save parameter groups as a
preset using a
profile. For example, you may create a certain group
of settings that works well for viewing star fields and save it as
the name "Star Field". Similarly, you may have a transfer function
that works well for the moon, and save it as "Moon". This is
facilitated by the
Profile Control on the default
Transfer
Function Properties dialog and indirectly by clicking
[Save] on the
Transfer Function Pane. Note that most of the
transfer function properties can also be changed on a displayed
image using the
Transfer Function Popup Menus instead of the
Transfer Function Panes.
Guidelines for Choosing Transfer Function Properties
Mira is supplied with a number of transfer function
profiles suitable for a wide range of images. You can use these as
is, or use them as a starting point and modify them for your own
needs. Here are some guidelines for choosing settings for
displaying images of different types of subjects. The settings
themselves are described in detail further below.
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Star fields
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Range: 95% (high
contrast), 99% (lower contrast).
Stretch: Gamma.
Gamma Value: Start around 0.6. Increase or
decrease gamma to change the emphasis on details near the sky
level.
Consider using the Boost option to reveal faint details near the
background.
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Galaxies and nebulae
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Range: 95% (high
contrast), 99% (lower contrast).
Stretch: Gamma.
Gamma Value: Start around 0.6. Increase or
decrease gamma to change the emphasis on details near the sky
level.
Consider using the Boost option to reveal faint structure near the
background.
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Planets
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Range: Min/Max.
Stretch: Gamma.
Gamma Value: Start around 1.1. Adjust to emphasize
detail either near the center or edges of the planet.
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Moon, surface of planets or other bodies
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Range: Min/Max,
99% (moderate contrast), or95% (high contrast)
Stretch: Linear.
Gamma Value: not used.
You may experiment with using a gamma stretch,
starting with gamma values near 1.0.
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Image data for engineering and analysis
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Range: Min/Max,
99% (moderate contrast), or95% (high contrast)
Stretch: Linear.
Gamma Value: not used.
You may experiment with using a gamma stretch,
starting with gamma values near 1.0.
Consider using the Boost option to separate subtle structure in the
pixel values.
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Understanding the Transfer Function Settings
The collection of settings that define a transfer
function are described above in general terms. Below, we cover the
meaning of these adjustments in a lot more detail. The transfer
function is defined by three main Properties: Sample, Range, and
Stretch. Each of these is described separately below. The values of
these properties may be adjusted using the
Transfer Function Pane and the
Transfer
Function Properties dialog. Also see the topic below,
Enhancing Details using the Boost option.
Sample
This property determines which portion of the image
is used to calculate the transfer function. Since the transfer
function is computed from the image values, this property controls
which pixel values go into the calculation. Initially you may want
use the Entire Image to set the scaling so that all parts of
the image have a chance to vote on how visible they will be. But
later you may discover that that despite what other properties you
set, letting all pixels vote does not give the desired result for
viewing a specific region of interest. In that case, use the
Image Cursor to outline the region of interest and
switch to the Cursor Region setting.
Range
This property describes how the minimum and maximum
image values will be chosen to set the limit on the transfer
function. Only pixels within this range will be assigned bins, or
palette indices for display purposes. This means that pixels
outside this range will be uniformly "black" at the bottom of the
scale or uniformly "white" at the top of the scale, with no visible
detail.
The range setting is a sort of contrast value
based, for many of the options, upon the histogram (distribution)
of pixel intensity. The closer together are the minimum and maximum
values, the more rapid the change from "black" to "white" in the
screen display and hence the higher the contrast appears to be.
Mira provides a number of percentile options that
use the image histogram of pixels inside the Sample region to
compute the range values. In the descriptions below, the terms
"black" and "white" are used to describe values that are of uniform
representation above or below the limits of the transfer function.
If a pseudocolor palette is applied to the image, then these values
may be pink and periwinkle, but the result is the same that all
pixels above or below the transfer limits are of uniform color and
lack all detail.
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Autoscale: This
setting lets Mira choose the minimum and maximum levels based upon
its interpretation of the image histogram. When using this method,
you must choose a Contrast setting to apply to Mira's choice. The
lower the contrast setting, the lower will be the image contrast
and vice versa.
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Min/Max: This
setting accommodates all pixels of any brightness that are found in
the sampling region. This is intended to show the whole range of
brightness but, for noisy images with a few excessively bright or
dark pixels, the result of this setting can be very low contrast.
For noisy images, you might be able to overcome this limitation of
the method by choosing a sample region that excludes the deviant
pixels.
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95%, 99%, and other
percent settings: These options use pixel values only below
the 95th or other percentile of the histogram. These settings
therefore allow the brightest pixels to "burn out" in the displayed
image. Using a higher percentile setting approaches the same result
as the Min/Max setting.
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Percentile: This
setting lets you specify the histogram percentiles when none of the
built-in Range percent options is quite what you need.
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Specify Z: This
setting allows you to specify the Z value, or image pixel value, at
the extremes of the transfer function histogram. All pixel values
below the minimum appear "black" and all those above the maximum
appear "white".
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Boost: This option
can be toggled on/off to reveal detailed structure within a
compressed ranges of pixel value without saturating the highlights.
See the section below for a description.
Tip
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All Range settings
other than Specify Z adjust the
range according to the unique histogram limits for the specific
image. Choosing Range = Specify Z overrides the automatic determination of
histogram limits by forcing a specified range.
When applying Range = Specify Z to an
Image Set, you may not get the expected result for
all images unless their intensity histograms are very similar.
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Stretch
The Stretch parameter describes how pixel values
inside the Range are assigned to different bins. By crowding
together or spreading out the values assigned to each bin, you can
change the contrast within different portions of the brightness
range.
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Linear: This type
of stretch sets equal steps of image intensity for all bins. This
means, for example, that the feature contrast at low brightness
levels will be the same as the feature contrast at high brightness
levels.
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Logarithmic: This
option compresses the intensity values at the dark end and spreads
out the intervals at the brighter end of the image histogram. This
gives a faster rate of change of bin index per intensity value at
the darker end so the contrast of dark features is enhanced. The
rate of change at the bright end is very low, so the feature
contrast is reduced at the bright end of the histogram. This
setting is a good choice for images where you want to see a lot of
contrast in faint background features at the expense of details in
bright features.
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Gamma: This is a
very versatile parameter that lets you shift the contrast bias to
higher or lower levels or anywhere between. A Gamma value less than
1 shifts the higher contrast to lower intensity and a gamma value
greater than 1 shifts the higher contrast to higher intensity. A
gamma value of exactly 1.0 gives the same result as a Linear
stretch.
The Boost Transfer Function Option
The Boost option
enhances the transfer function by identifying compressed ranges of
pixel values and stretching them over a larger grayscale range
without saturating bright regions. In astronomical images, this
expansion can be useful for detecting subtle features near the sky
background. The Boost option is
available in combination with all other transfer function
properties. Benefits of the Boost
option are as follows:
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Boost works with all other transfer function
parameters.
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Boost works on intensity (non RGB) images of all
pixel types, from 8-bit integer to 64-bit real.
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Boost can be applied as a
default transfer
function parameter or after displaying the image.
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Boost can be toggled on/off after an image is
displayed, for example, to identify some particular weak feature
without keeping the image in a boosted state.
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The Boost algorithm is very fast.
See
Using the Boost Transfer Function Option for an
example about revealing faint nebulous structure in the Orion
Nebula, M42.
Related Topics
Transfer Functions
Using the Boost Transfer Function Option
Transfer Function Pane
Transfer
Function Properties
Transfer Function Popup Menus
Mira Pro x64 User's Guide, Copyright Ⓒ 2023 Mirametrics, Inc. All
Rights Reserved.
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