Class AlgorithmGrayScaleMorphology25D

java.lang.Object
java.lang.Thread
gov.nih.mipav.model.algorithms.AlgorithmBase
gov.nih.mipav.model.algorithms.AlgorithmGrayScaleMorphology25D
All Implemented Interfaces:
ActionListener, WindowListener, Runnable, EventListener

public class AlgorithmGrayScaleMorphology25D extends AlgorithmBase
2.5D mathematical morphology class applied to Gray scale images. (2D morphology on 3D volumes). Kernels of 3x3 (4 or 8 connected) and 5x5 (12 connected) are available or user defined kernels can be supplied.

Supported methods include:

  • Bottom hat
  • close
  • dilate
  • erode
  • Morphological gradient
  • Morphological laplacian
  • open
  • Top hat

Adapted from AlgoritmMorphology2D by Matthew J. McAuliffe, Ph.D.

Version:
1.0 June 8, 2004
Author:
Evan McCreedy
  • Field Details

    • ERODE

      public static final int ERODE
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    • DILATE

      public static final int DILATE
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    • CLOSE

      public static final int CLOSE
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    • OPEN

      public static final int OPEN
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    • ID_OBJECTS

      public static final int ID_OBJECTS
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    • DELETE_OBJECTS

      public static final int DELETE_OBJECTS
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    • DISTANCE_MAP

      public static final int DISTANCE_MAP
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    • BG_DISTANCE_MAP

      public static final int BG_DISTANCE_MAP
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    • ULTIMATE_ERODE

      public static final int ULTIMATE_ERODE
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    • PARTICLE_ANALYSIS

      public static final int PARTICLE_ANALYSIS
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    • SKELETONIZE

      public static final int SKELETONIZE
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    • FIND_EDGES

      public static final int FIND_EDGES
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    • PARTICLE_ANALYSIS_NEW

      public static final int PARTICLE_ANALYSIS_NEW
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    • FILL_HOLES

      public static final int FILL_HOLES
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    • MORPHOLOGICAL_GRADIENT

      public static final int MORPHOLOGICAL_GRADIENT
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    • TOP_HAT

      public static final int TOP_HAT
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    • BOTTOM_HAT

      public static final int BOTTOM_HAT
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    • MORPHOLOGICAL_LAPLACIAN

      public static final int MORPHOLOGICAL_LAPLACIAN
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    • GEODESIC_DILATION

      public static final int GEODESIC_DILATION
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    • GEODESIC_EROSION

      public static final int GEODESIC_EROSION
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    • MORPHOLOGICAL_RECONSTRUCTION_BY_DILATION

      public static final int MORPHOLOGICAL_RECONSTRUCTION_BY_DILATION
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    • MORPHOLOGICAL_RECONSTRUCTION_BY_EROSION

      public static final int MORPHOLOGICAL_RECONSTRUCTION_BY_EROSION
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    • OPENING_BY_RECONSTRUCTION

      public static final int OPENING_BY_RECONSTRUCTION
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    • CLOSING_BY_RECONSTRUCTION

      public static final int CLOSING_BY_RECONSTRUCTION
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    • SIZED_CIRCLE

      public static final int SIZED_CIRCLE
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    • CONNECTED4

      public static final int CONNECTED4
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    • CONNECTED8

      public static final int CONNECTED8
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    • CONNECTED12

      public static final int CONNECTED12
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    • OUTER_EDGING

      public static final int OUTER_EDGING
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    • INNER_EDGING

      public static final int INNER_EDGING
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    • algorithm

      private int algorithm
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    • circleDiameter

      private float circleDiameter
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    • entireImage

      private boolean entireImage
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    • imgBuffer

      private double[] imgBuffer
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    • imgBuffer2

      private double[] imgBuffer2
    • maskBuffer

      private double[] maskBuffer
    • imgLength

      private int imgLength
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    • iterationsD

      private int iterationsD
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    • iterationsE

      private int iterationsE
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    • kDim

      private int kDim
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    • kernel

      private BitSet kernel
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    • kernelType

      private int kernelType
    • numPruningPixels

      private int numPruningPixels
      Number pixels to prune.
    • processBuffer

      private double[] processBuffer
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    • sliceLength

      private int sliceLength
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    • maskImage

      private ModelImage maskImage
      Used in geodesic dilation, geodesic erosion, morphological reconstruction by dilation, and morphological reconstruction by erosion Not used in opening by reconstruction and closing by reconstruction
    • geodesicSize

      private int geodesicSize
      Size of geodesic erosions and dilations
  • Constructor Details

    • AlgorithmGrayScaleMorphology25D

      public AlgorithmGrayScaleMorphology25D(ModelImage srcImg, int kernelType, float circleDiameter, int method, int iterD, int iterE, int pruningPix, int edType, boolean entireImage)
      Creates a new AlgorithmMorphology25D object.
      Parameters:
      srcImg - source image model
      kernelType - kernel size (i.e. connectedness)
      circleDiameter - only valid if kernelType == SIZED_CIRCLE and represents the width of a circle in the resolution of the image
      method - setup the algorithm method (i.e. erode, dilate)
      iterD - number of times to dilate
      iterE - number of times to erode
      pruningPix - the number of pixels to prune
      edType - the type of edging to perform (inner or outer)
      entireImage - if true, indicates that the VOIs should NOT be used and that entire image should be processed
    • AlgorithmGrayScaleMorphology25D

      public AlgorithmGrayScaleMorphology25D(ModelImage srcImg, ModelImage maskImage, int kernelType, float circleDiameter, int method, int geodesicSize, int iterD, int iterE, boolean entireImage)
      Creates a new AlgorithmGrayScaleMorphology25D object.
      Parameters:
      srcImg - source image model
      kernelType - dilation kernel size (i.e. connectedness)
      circleDiameter - dilation only valid if kernelType == SIZED_CIRCLE and represents the width of a circle in the resolution of the image
      method - setup the algorithm method (i.e. erode, dilate)
      geodesicSize -
      iterD - number of times to dilate
      iterE - number of times to erode
      entireImage - if true, indicates that the VOIs should NOT be used and that entire image should be processed
  • Method Details

    • finalize

      public void finalize()
      Prepares this class for destruction.
      Overrides:
      finalize in class AlgorithmBase
    • runAlgorithm

      public void runAlgorithm()
      Starts the program.
      Specified by:
      runAlgorithm in class AlgorithmBase
    • setAlgorithm

      public void setAlgorithm(int method)
      Sets the algorithm type (i.e. erode, dilate)
      Parameters:
      method - algorithm type
    • setImage

      public void setImage(ModelImage img)
      Sets the algorithm to new image of boolean type.
      Parameters:
      img - image model of boolean type
    • setIterations

      public void setIterations(int itersD, int itersE)
      Sets number of iterations for closing or opening.
      Parameters:
      itersD - number of dilations
      itersE - number of erosions
    • setKernel

      public void setKernel(BitSet kernel, int dim)
      Sets user defined square kernels.
      Parameters:
      kernel - user defined kernel
      dim - length of one dimension (kernel should be square)
    • showKernel

      public void showKernel()
      display kernel as 1 or 0 in the debug window.
    • dilate

      private void dilate(boolean returnFlag, int iters)
      Dilates an image using the indicated kernel and the indicated number of executions. The grayscale dilation is the maximum value over the reflected kernel region. For symmetric kernels the reflected kernel is the same as the kernel.
      Parameters:
      returnFlag - if true then this operation is a step in the morph process (i.e. close)
      iters - number of dilations
    • geodesicDilation

      private void geodesicDilation(boolean returnFlag, int geodesicSize)
      geodesic dilation of a boolean, unsigned byte or unsigned short image using the indicated kernel and the indicated number of executions.
      Parameters:
      returnFlag - if true then this operation is a step in the morph process (i.e. close)
      geodesicSize -
    • dilate2D

      private void dilate2D(int indexZ, int iters)
      Dilates an image slice using the indicated kernel and the indicated number of executions. The grayscale dilation is the maximum value over the reflected kernel region. For symmetric kernels the reflected kernel is the same as the kernel.
      Parameters:
      indexZ -
      iters - number of dilations
    • geodesicErosion

      private void geodesicErosion(boolean returnFlag, int geodesicSize)
      geodesic erosion of a boolean, unsigned byte or unsigned short image using the indicated kernel and the indicated number of executions.
      Parameters:
      returnFlag - if true then this operation is a step in the morph process (i.e. close)
      geodesicSize -
    • erode2D

      private void erode2D(int indexZ, int iters)
      Erodes an image slice using the indicated kernel and the indicated number of executions. The grayscale erosion is the minimum value over the kernel region.
      Parameters:
      indexZ -
      iters - number of erosion iterations.
    • erode

      private void erode(boolean returnFlag, int iters)
      Erodes an image using the indicated kernel and the indicated number of executions. The grayscale erosion is the minimum value over the kernel region.
      Parameters:
      returnFlag - if true then this operation is a step in the morph process (i.e. open)
      iters - number of erosion iterations.
    • makeCircularKernel

      private void makeCircularKernel(float circDiameter)
      Generates a circular kernel of a specific diameter.
      Parameters:
      circDiameter - represents the width of a circle in the resolution of the image
    • makeKernel

      private void makeKernel(int kernelType)
      Generates a kernel of the indicated type.
      Parameters:
      kernelType - type of kernel to be generated.