Visual Basic
C#
Managed Extensions for C++
C++/CLI
Parameters
- page
- An ImageGear.Core.ImGearRasterPage class object to enhance.
- windowWidth
- Width of the local window.
- windowHeight
- Height of the local window.
- scaleFactor
- Scaling factor.
- minStandardDeviation
- Minimum allowed standard deviation.
This method transforms the input image f(x, y) to a new image g(x, y) based on the following formula:
g(x, y) = A(x, y) * [f(x, y) - m(x, y)] + m(x, y)
where A(x, y) = k * M / sigma(x, y), with k being a scaling factor within the range [0, 1], m(x, y) and sigma(x, y) being the local mean and local standard deviation, and M being the global mean of the input image.
To avoid the problem of spikes caused by too small local standard deviation, a check against the minimum allowed standard deviation is performed. If the local standard deviation is too small, the minimum allowed instead will be used in the calculation.
Can be applied only to 8bit grayscale images with one channel.
C# | Copy Code |
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// Enhance the image using EnhanceLocal using a 3x3 window,
// 0.5 scale factor, and 1.0 minimum standard deviation.
ImGearRasterProcessing.EnhanceLocal(igRasterPage, 3, 3, 0.5, 1.0); |
Visual Basic | Copy Code |
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' Enhance the image using EnhanceLocal using a 3x3 window,
' 0.5 scale factor, and 1.0 minimum standard deviation.
ImGearRasterProcessing.EnhanceLocal(igRasterPage, 3, 3, 0.5, 1) |