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Cell["\<\
Java and the Digital Image Processing Application Package wi \
\>", \
"Title"],

Cell[TextData[{
  StyleBox["Mariusz Jankowski\n", "Author"],
  "\n",
  StyleBox["Department of Electrical Engineering\nUniversity of Southern \
Maine\nmjkcc@usm.maine.edu", "Author"]
}], "Author"]
}, Open  ]],

Cell[CellGroupData[{

Cell["Introduction", "Section"],

Cell[TextData[{
  "The ",
  StyleBox["Digital Image Processing",
    FontSlant->"Italic"],
  " application package, a relatively recent addition to the ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " application library, enhances ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " with over 160 functions in the area of digital processing of images (see \
[",
  ButtonBox["1",
    ButtonData:>"DIP",
    ButtonStyle->"Hyperlink"],
  "]). The introduction of the package supported by significant performance \
improvements in versions 4.0 and 4.1 have made ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " an effective platform for image processing and analysis. Now, thanks to \
the introduction of ",
  StyleBox["J/Link",
    FontSlant->"Italic"],
  " (see [",
  ButtonBox["2",
    ButtonData:>"JLink",
    ButtonStyle->"Hyperlink"],
  "]), the ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " user gains direct access to an extensive native Java imaging \
functionality found in the Java 2D and Java Advanced Imaging (JAI) \
application programming interfaces (APIs) and excellent graphical user \
interface (GUI) design features thanks to Java Swing. "
}], "Text",
  FontWeight->"Plain"],

Cell[TextData[{
  "These developments have the potential to profoundly impact the future of \
desktop image processing in general and within the ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " environment in particular. Issues that will be addressed in the \
presentation include Java imaging functionality, ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " and Java image data formats, performance and trade-offs. Examples will be \
shown of translation between ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " and Java image data objects and scripting of Java image operators found \
in Java 2D and JAI.  "
}], "Text",
  FontWeight->"Plain",
  FontVariations->{"CompatibilityType"->0}]
}, Closed]],

Cell[CellGroupData[{

Cell["Java 2D API", "Section"],

Cell[TextData[{
  "The Java 2D API introduced in JDK 1.2 provides enhanced two-dimensional \
graphics, text, and imaging capabilities for Java programs through extensions \
to the Abstract Windowing Toolkit (AWT) (see [",
  ButtonBox["3",
    ButtonData:>"Java2D",
    ButtonStyle->"Hyperlink"],
  "]). This comprehensive rendering package supports line art, text, and \
images in a flexible, full-featured framework for developing richer user \
interfaces, sophisticated drawing programs and image editors. "
}], "Text"],

Cell[TextData[{
  "The Java 2D API implements an imaging model that supports the manipulation \
of fixed-resolution images stored in memory. A new ",
  StyleBox["Image",
    FontFamily->"Courier New"],
  " class in the ",
  StyleBox["java.awt.image",
    FontFamily->"Courier New"],
  " package, ",
  StyleBox["BufferedImage",
    FontFamily->"Courier New"],
  ", can be used to hold and to manipulate image data retrieved from a file, \
URL or an appropriate ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " expression. The class ",
  StyleBox["BufferedImage",
    FontFamily->"Courier New"],
  " enables you to perform a variety of image-filtering operations, such as \
blur and sharpen, affine spatial transformations and image \
resampling/resizing operations."
}], "Text",
  FontWeight->"Plain"],

Cell[BoxData[
    \(<< JLink`\)], "Input",
  CellLabel->"In[1]:="],

Cell[BoxData[
    \(\(InstallJava[];\)\)], "Input",
  CellLabel->"In[2]:="],

Cell[TextData[{
  "This reads an image using the ",
  StyleBox["Digital Image Processing",
    FontSlant->"Italic"],
  " function ",
  StyleBox["ImageRead", "MR"],
  "."
}], "Text"],

Cell[BoxData[
    \(<< ImageProcessing`\)], "Input",
  CellLabel->"In[3]:="],

Cell[CellGroupData[{

Cell[BoxData[
    \(img = ImageRead["\<cameraman.tif\>"]\)], "Input",
  CellLabel->"In[5]:="],

Cell[BoxData[
    \("\[SkeletonIndicator]ImageData\[SkeletonIndicator]"\)], "Output",
  CellLabel->"Out[5]="]
}, Open  ]],

Cell[CellGroupData[{

Cell[TextData[{
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " and Java image data objects"
}], "Subsection"],

Cell[TextData[{
  "The ",
  StyleBox["Digital Image Processing",
    FontSlant->"Italic"],
  " package introduced a convenient new ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " object called ",
  StyleBox["ImageData", "MR"],
  " which encapsulates information about an image including the pixel values, \
the particular organization of the data and the color format. The ",
  StyleBox["BufferedImage",
    FontFamily->"Courier New"],
  " Java object introduced in JDK 1.2 plays a similar role in the Java \
environment. Here we show how to translate grayscale image data between the \
two environments."
}], "Text"],

Cell[TextData[{
  "This determines the dimensions of the image and instantiates a ",
  StyleBox["BufferedImage",
    FontFamily->"Courier New"],
  " object of appropriate size and data type."
}], "Text"],

Cell[CellGroupData[{

Cell[BoxData[{
    \(\({h, w} = ImageDimensions[img];\)\), "\[IndentingNewLine]", 
    \(bi = 
      JavaNew["\<java.awt.image.BufferedImage\>", w, h, 
        BufferedImage`TYPEUBYTEUGRAY]\)}], "Input",
  CellLabel->"In[6]:="],

Cell[BoxData[
    InterpretationBox[\(\[LeftGuillemet]JavaObject[
          "java.awt.image.BufferedImage"] \[RightGuillemet]\),
      JLink`Objects`JavaObject186400178177]], "Output",
  CellLabel->"Out[7]="]
}, Open  ]],

Cell[TextData[{
  "This populates the ",
  StyleBox["BufferedImage",
    FontFamily->"Courier New"],
  " with raw data extracted from the ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " ",
  StyleBox["ImageData", "MR"],
  " expression ",
  StyleBox["img", "MR"],
  "."
}], "Text"],

Cell[BoxData[{
    \(\(r = bi@getRaster[];\)\), "\[IndentingNewLine]", 
    \(\(r@
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          Flatten[Reverse[RawImageData[img]]]];\)\)}], "Input",
  CellLabel->"In[8]:="],

Cell["Here I display the image in a Java window.", "Text"],

Cell[BoxData[{
    \(\(frm = JavaNew["\<com.wolfram.jlink.MathJFrame\>"];\)\), "\n", 
    \(\(canvas = 
        JavaNew["\<com.wolfram.jlink.MathCanvas\>"];\)\), \
"\[IndentingNewLine]", 
    \(\(frm@setSize[300, 300];\)\), "\[IndentingNewLine]", 
    \(\(pane = frm@getContentPane[];\)\), "\n", 
    \(\(canvas@setImage[bi];\)\), "\[IndentingNewLine]", 
    \(\(pane@add[canvas];\)\), "\[IndentingNewLine]", 
    \(\(JavaShow[frm];\)\)}], "Input",
  CellLabel->"In[10]:="],

Cell[TextData[{
  "Alternatively, given a ",
  StyleBox["BufferedImage",
    FontFamily->"Courier New"],
  " we wish to convert to an ",
  StyleBox["ImageData", "MR"],
  " object. This creates an array to hold the raw image data."
}], "Text"],

Cell[BoxData[{
    \(\(r = bi@getData[];\)\), "\[IndentingNewLine]", 
    \(\(w = r@getWidth[];\)\), "\[IndentingNewLine]", 
    \(\(h = r@getHeight[];\)\), "\[IndentingNewLine]", 
    \(\(pix\  = \ JavaNew["\<[I\>", w*h*r@getNumBands[]];\)\)}], "Input",
  CellLabel->"In[17]:="],

Cell[TextData[{
  "The following returns a grayscale ",
  StyleBox["ImageData", "MR"],
  " object. Note that image orientations in Java and ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " are reversed. "
}], "Text"],

Cell[CellGroupData[{

Cell[BoxData[
    \(ToGrayLevel[
      Reverse[Partition[r@getPixels[0, 0, w, h, pix], w]]]\)], "Input",
  CellLabel->"In[21]:="],

Cell[BoxData[
    \("\[SkeletonIndicator]ImageData\[SkeletonIndicator]"\)], "Output",
  CellLabel->"Out[21]="]
}, Open  ]],

Cell[CellGroupData[{

Cell[BoxData[
    \(\(Show[Graphics[%]];\)\)], "Input",
  CellLabel->"In[22]:="],

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  ImageRangeCache->{{{0, 203.75}, {203.75, 0}} -> {-6.40133, -6.40133, \
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}, Open  ]],

Cell["\<\
The data translation operations shown above for grayscale images \
have been generalized to color images and collected in a BufferedImage \
package. This loads the package for use in the remainder of the presentation. \
\
\>", "Text"],

Cell[BoxData[
    \(<< ImageProcessing`BufferedImage`\)], "Input",
  CellLabel->"In[23]:="]
}, Closed]],

Cell[CellGroupData[{

Cell["Image processing example: filtering", "Subsection"],

Cell[TextData[{
  "The following example demonstrates an image smoothing operation using Java \
2D functionality. It also shows the ease with which ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " may be used to script a sequence of Java operations."
}], "Text"],

Cell[TextData[{
  "This defines a simple smoothing filter using the ",
  StyleBox["Digital Image Processing",
    FontSlant->"Italic"],
  " function ",
  StyleBox["BoxFilter", "MR"],
  "."
}], "Text"],

Cell[BoxData[
    \(\(ker = 
        JavaNew["\<java.awt.image.Kernel\>", 5, 5, 
          Flatten[BoxFilter[5, 5]]];\)\)], "Input",
  CellLabel->"In[24]:="],

Cell[TextData[{
  "Here we define the operator and instantiate the destination ",
  StyleBox["BufferedImage", "MR"],
  " object."
}], "Text"],

Cell[BoxData[{
    \(\(cop = 
        JavaNew["\<java.awt.image.ConvolveOp\>", 
          ker];\)\), "\[IndentingNewLine]", 
    \(\(dst = 
        JavaNew["\<java.awt.image.BufferedImage\>", bi@getWidth[], 
          bi@getHeight[], bi@getType[]];\)\)}], "Input",
  CellLabel->"In[25]:="],

Cell[TextData[{
  "This performs the operation and returns a ",
  StyleBox["Mathematica",
    FontSlant->"Italic"],
  " expression containing the image data."
}], "Text"],

Cell[BoxData[{
    \(\(cop@filter[bi, dst];\)\), "\[IndentingNewLine]", 
    \(\(blur = BufferedImageToImageData[dst];\)\)}], "Input",
  CellLabel->"In[27]:="],

Cell["This displays the result.", "Text"],

Cell[CellGroupData[{

Cell[BoxData[
    \(\(Show[GraphicsArray[{Graphics[img], Graphics[blur]}], 
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