![](dotnetdiagramimages/Leadtools_ImageProcessing_Core_Leadtools_ImageProcessing_Core_MultiscaleEnhancementCommand.png)
Visual Basic (Declaration) | |
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Public Class MultiscaleEnhancementCommand Inherits Leadtools.ImageProcessing.RasterCommand Implements IRasterCommand |
Visual Basic (Usage) | ![]() |
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Dim instance As MultiscaleEnhancementCommand |
C# | |
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public class MultiscaleEnhancementCommand : Leadtools.ImageProcessing.RasterCommand, IRasterCommand |
C++/CLI | |
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public ref class MultiscaleEnhancementCommand : public Leadtools.ImageProcessing.RasterCommand, IRasterCommand |
Run the Leadtools.ImageProcessing.Core.MultiscaleEnhancementCommand on an image.
Visual Basic | ![]() |
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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 |
C# | ![]() |
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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"; } |
SilverlightCSharp | ![]() |
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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(); } |
SilverlightVB | ![]() |
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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 |
- 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.
System.Object
Leadtools.ImageProcessing.RasterCommand
Leadtools.ImageProcessing.Core.MultiscaleEnhancementCommand
Target Platforms: Silverlight 3.0, Windows XP, Windows Server 2003 family, Windows Server 2008 family, Windows Vista, Windows 7, MAC OS/X (Intel Only)
Reference
MultiscaleEnhancementCommand MembersLeadtools.ImageProcessing.Core Namespace
Changing Brightness and Contrast
Leadtools.ImageProcessing.Color.ChangeContrastCommand
Leadtools.ImageProcessing.Color.ChangeIntensityCommand
Leadtools.ImageProcessing.Color.GammaCorrectCommand
Leadtools.ImageProcessing.Color.StretchIntensityCommand
Leadtools.ImageProcessing.Color.RemapIntensityCommand
Leadtools.ImageProcessing.Color.InvertCommand
Leadtools.ImageProcessing.Color.ChangeHueCommand
Leadtools.ImageProcessing.Color.ChangeSaturationCommand
Leadtools.ImageProcessing.Color.HistogramEqualizeCommand
Leadtools.ImageProcessing.FillCommand
Leadtools.ImageProcessing.Color.HistogramCommand
WindowLevelCommand Class
Leadtools.ImageProcessing.Color.HistogramContrastCommand
Leadtools.ImageProcessing.Color.AddWeightedCommand
Leadtools.ImageProcessing.Color.MultiplyCommand
Leadtools.ImageProcessing.Color.SelectiveColorCommand
Leadtools.ImageProcessing.Color.ChangeHueSaturationIntensityCommand
Leadtools.ImageProcessing.Color.ColorReplaceCommand
Leadtools.ImageProcessing.Color.ColorThresholdCommand
Leadtools.ImageProcessing.Effects.DirectionEdgeStatisticalCommand
FourierTransformDisplayCommand Class
FrequencyFilterCommand Class
FastFourierTransformCommand Class
Leadtools.ImageProcessing.Color.MathematicalFunctionCommand
SubtractBackgroundCommand Class
Leadtools.ImageProcessing.Effects.UserFilterCommand
Leadtools.ImageProcessing.Color.AdaptiveContrastCommand
Leadtools.ImageProcessing.Color.ApplyMathematicalLogicCommand
Leadtools.ImageProcessing.Color.ColorIntensityBalanceCommand
ColorizeGrayCommand Class
Leadtools.ImageProcessing.Color.ContrastBrightnessIntensityCommand
DigitalSubtractCommand Class
Leadtools.ImageProcessing.Color.DynamicBinaryCommand
Leadtools.ImageProcessing.Effects.EdgeDetectEffectCommand
Leadtools.ImageProcessing.SpecialEffects.FunctionalLightCommand
SelectDataCommand Class
ShiftDataCommand Class