MultiscaleEnhancementCommand Class

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public class MultiscaleEnhancementCommand : Leadtools.ImageProcessing.RasterCommand, Leadtools.ImageProcessing.IRasterCommand

'Declaration
 
Public Class MultiscaleEnhancementCommand 
   Inherits Leadtools.ImageProcessing.RasterCommand
   Implements Leadtools.ImageProcessing.IRasterCommand

'Usage
 
Dim instance As MultiscaleEnhancementCommand

public sealed class MultiscaleEnhancementCommand : Leadtools.ImageProcessing.IRasterCommand

@interface LTMultiscaleEnhancementCommand : LTRasterCommand

public class MultiscaleEnhancementCommand extends RasterCommand

function Leadtools.ImageProcessing.Core.MultiscaleEnhancementCommand()

public ref class MultiscaleEnhancementCommand : public Leadtools.ImageProcessing.RasterCommand, Leadtools.ImageProcessing.IRasterCommand

The command wraps techniques of image enhancements, such as contrast enhancement, edge enhancement and latitude reduction, for Computed Radiography (CR).
In multi scale enhancement, the image is decomposed into components or levels. Those components or levels that contain details will be enhanced separately from other components or levels.
This will improve the visualization for the subtle image features without the risk of losing information of other features.
To find the number of levels in any image follow this equation:
MaximumLevels = ceil( log( max(pimage->Width, pimage->Height)) / log(2));
The command will consider values larger than 10000 for contrast as 10000. If the user used a contrast of 0, then image contrast will not be improved.
Best results are obtained if contrast is in the range of 15 percent ~ 30 percent. The larger the value the stronger the enhancement will be. Any stronger enhancement than 30 percent will reveal noise and no new enhancement will be noticed.
The user can further enhance the image with:
- edge enhancements (use MultiscaleEnhancementCommandFlags.EdgeEnhancement) and/or
- latitude reduction (use MultiscaleEnhancementCommandFlags.LatitudeReduction)
The edge levels, edge coefficient, latitude levels and latitude coefficient values are available for advanced users. Using -1 would give the maximum enhancements.
This command supports 12 and 16-bit grayscale and 48 and 64-bit color images. Support for 12 and 16-bit grayscale and 48 and 64-bit color images is available only in the Document/Medical toolkits.
This command does not support 32-bit grayscale images.

For more information, refer to Changing Brightness and Contrast.

C#
Visual Basic
WinRT C#
WinRT JavaScript
Silverlight C#
Silverlight VB

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Imports Leadtools
Imports Leadtools.Codecs
Imports Leadtools.ImageProcessing.Core

Public Sub MultiScaleEnhancementCommandExample()
   Dim codecs As New RasterCodecs()
   codecs.ThrowExceptionsOnInvalidImages = True

   Dim leadImage As RasterImage = codecs.Load(Path.Combine(LEAD_VARS.ImagesDir, "Master.jpg"))

   ' Prepare the command
   Dim command As MultiscaleEnhancementCommand = New MultiscaleEnhancementCommand
   command.Contrast = 2000
   command.EdgeLevels = 4
   command.EdgeCoefficient = -1
   command.LatitudeLevels = 0
   command.LatitudeCoefficient = 0
   command.Type = MultiscaleEnhancementCommandType.Gaussian
   command.Flags = MultiscaleEnhancementCommandFlags.EdgeEnhancement
   ' Apply multiscale enhancement
   command.Run(leadImage)

End Sub

Public NotInheritable Class LEAD_VARS
Public Const ImagesDir As String = "C:\Users\Public\Documents\LEADTOOLS Images"
End Class

using Leadtools;
using Leadtools.Codecs;
using Leadtools.ImageProcessing.Core;

public void MultiScaleEnhancementCommandExample()
{
   // Load an image
   RasterCodecs codecs = new RasterCodecs();
   codecs.ThrowExceptionsOnInvalidImages = true;

   RasterImage image = codecs.Load(Path.Combine(LEAD_VARS.ImagesDir, "Master.jpg"));

   // Prepare the command
   MultiscaleEnhancementCommand command = new MultiscaleEnhancementCommand();
   command.Contrast = 2000;
   command.EdgeLevels = 4;
   command.EdgeCoefficient = -1;
   command.LatitudeLevels = 0;
   command.LatitudeCoefficient = 0;
   command.Type = MultiscaleEnhancementCommandType.Gaussian;
   command.Flags = MultiscaleEnhancementCommandFlags.EdgeEnhancement;
   // Apply multiscale enhancement
   command.Run(image);

}

static class LEAD_VARS
{
public const string ImagesDir = @"C:\Users\Public\Documents\LEADTOOLS Images";
}

using Leadtools;
using Leadtools.Codecs;
using Leadtools.ImageProcessing.Core;

      
public async Task MultiScaleEnhancementCommandExample()
{
   // Load an image
   RasterCodecs codecs = new RasterCodecs();
   codecs.ThrowExceptionsOnInvalidImages = true;
   // Load the image
   string srcFileName = @"Assets\Image1.cmp";
   StorageFile loadFile = await Tools.AppInstallFolder.GetFileAsync(srcFileName);
   RasterImage image = await codecs.LoadAsync(LeadStreamFactory.Create(loadFile));

   // Prepare the command
   MultiscaleEnhancementCommand command = new MultiscaleEnhancementCommand();
   command.Contrast = 2000;
   command.EdgeLevels = 4;
   command.EdgeCoefficient = -1;
   command.LatitudeLevels = 0;
   command.LatitudeCoefficient = 0;
   command.Type = MultiscaleEnhancementCommandType.Gaussian;
   command.Flags = MultiscaleEnhancementCommandFlags.EdgeEnhancement;
   // Apply multiscale enhancement
   command.Run(image);

}

using Leadtools;
using Leadtools.Examples;
using Leadtools.Codecs;
using Leadtools.ImageProcessing.Core;

public void MultiScaleEnhancementCommandExample(RasterImage image, Stream outStream)
{
   // Prepare the command
   MultiscaleEnhancementCommand command = new MultiscaleEnhancementCommand();
   command.Contrast = 2000;
   command.EdgeLevels = 4;
   command.EdgeCoefficient = -1;
   command.LatitudeLevels = 0;
   command.LatitudeCoefficient = 0;
   command.Type = MultiscaleEnhancementCommandType.Gaussian;
   command.Flags = MultiscaleEnhancementCommandFlags.EdgeEnhancement;
   // Apply multiscale enhancement
   command.Run(image);
   // Save result image
   RasterCodecs codecs = new RasterCodecs();
   codecs.Save(image, outStream, RasterImageFormat.Jpeg, 24);
   image.Dispose();
}

Imports Leadtools
Imports Leadtools.Codecs
Imports Leadtools.ImageProcessing.Core

Public Sub MultiScaleEnhancementCommandExample(ByVal image As RasterImage, ByVal outStream As Stream)
   ' Prepare the command
   Dim command As MultiscaleEnhancementCommand = New MultiscaleEnhancementCommand()
   command.Contrast = 2000
   command.EdgeLevels = 4
   command.EdgeCoefficient = -1
   command.LatitudeLevels = 0
   command.LatitudeCoefficient = 0
   command.Type = MultiscaleEnhancementCommandType.Gaussian
   command.Flags = MultiscaleEnhancementCommandFlags.EdgeEnhancement
   ' Apply multiscale enhancement
   command.Run(image)
   ' Save result image
   Dim codecs As RasterCodecs = New RasterCodecs()
   codecs.Save(image, outStream, RasterImageFormat.Jpeg, 24)
   image.Dispose()
End Sub

Target Platforms

Reference