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Notebook[{

Cell[CellGroupData[{
Cell["Interactive Image Processing FrontEnd using MathLink", "Title"],

Cell["Copyright \[Copyright] 1999. All rights reserved.", "Text"],

Cell["\<\
Junzo SATO, RoboDog, JAPAN
Chikara MIYAJI, University of Tsukuba, JAPAN
Mariusz Jankowski, University of Southern Maine, USA\
\>", "Text"],

Cell["Last updated on 6/29/1999.", "Text",
  FontFamily->"\.95\.bd\.90\[Not]\.96\.be\.92\[Copyright]"],

Cell[CellGroupData[{

Cell["Abstract", "SectionFirst"],

Cell["\<\
It is not easy for commercial image processing softwares to add \
image processing effects or create new functions by combining tools.  \
MATHEMATICA facilitates writing extensions because mathematical expressions \
of image processing are achieved and functions are defined simply. On the \
other hand, the existing Notebook FrontEnd lacks interactive processing such \
as direct manipulation of the graphics image with a mouse. Thus the authors \
have developed, using MathLink, an Interactive Image Processing FrontEnd (for \
short, Image Processing FrontEnd) with a variety of extensions. With this \
Image Processing FrontEnd, both the image processing can be done \
interactively and MATHEMATICA's  programming ability is effectively used. \
Advantages of this software are as follows:
1) A mouse and menus are available to draw pictures, similar to painting \
softwares.
2) It can read and write various graphic formats of image files.
3) Image processing operations are defined as MATHEMATICA functions.
4) Responses of a mouse and menus are defined as MATHEMATICA functions.\
\>", 
  "Text"]
}, Open  ]],

Cell[CellGroupData[{

Cell["Image Processing FrontEnd", "SectionFirst"],

Cell[TextData[{
  "This Image Processing FrontEnd is implemented as a ",
  StyleBox["MathLink",
    FontSlant->"Italic"],
  " program. Several advantages of this software are described below."
}], "Text"]
}, Open  ]],

Cell[CellGroupData[{

Cell["Interactive Image Processing", "Section"],

Cell["\<\
Interactive interfaces with a mouse and menus are implemented in \
general image processing application programs. However, functions to select \
an area of an image and to point a pixel are not provided in the Notebook \
FrontEnd. Because the Image Processing FrontEnd has a window and the image is \
shown on it, a selection of an image area or a mouse click is detected and \
processed interactively.\
\>", "Text"]
}, Open  ]],

Cell[CellGroupData[{

Cell["Work Load On The MathKernel", "Section"],

Cell["\<\
Generally speaking, the image data needs vast amounts of memory. \
MATHEMATICA has the drawback of heavy work load of memory in the MathKernel \
due to the maintenanse of the image data within it. When the image is shown \
in the Notebook FrontEnd, the requirement of data transferring time and \
memory in the Notebook FrontEnd causes a significant load. Image processing \
is usually applied to a portion of the image. The Image Processing FrontEnd \
keeps the image data by itself and sends only the necessary part of it, \
thereby reducing the strain on memory in the MathKernel. Because only the \
numerical data is transferred between the Image Processing FrontEnd and the \
MathKernel, the data transfer is done much faster than that between the \
Notebook FrontEnd and the MathKernel. For example on Macintosh, an image 200 \
pixels x 200 pixels was transferred about 16% faster by the Image Processing \
FrontEnd than by the Notebook FrontEnd.\
\>", "Text"]
}, Open  ]],

Cell[CellGroupData[{

Cell["Image File Formats", "Section"],

Cell[TextData[{
  "In MATHEMATICA, to support a new file format, writing a specific parser in \
the form of MATHEMATICA packages or a MathLink program is needed. However, it \
is inconvenient that the extension is difficult. When several formats, such \
as GIF, JPEG, and TIFF, are used, MathLink programs under \
\"SystemFiles/Converters/Binaries/\" directory remain active even when they \
are no longer needed. This is unsatisfactory. The Image Processing FrontEnd \
has supported various file formats by adopting QuickTime technology invented \
by Apple Computer. As QuickTime components can be widely used, components \
developed by thirdparties are available without any modification. Inversely, \
if we write an original component, we can share it with all softwares which \
use QuickTime. Default graphics formats supported by QuickTime4 are as \
follows:\n\n\tFor importing:\n\tQuickDraw PICT, QuickTime Image, MacPaint, \
Photoshop (ver 2.5 and 3.0), \n\tSilicon Graphics(SGI), GIF, JFIF/JPEG, \
QuickDraw GX Picture, \n\tWindows Bitmap (BMP), PNG, Targa, TIFF, FlashPix.\n\
\n\tFor exporting:\n\tQuickDraw PICT, QuickTime Image, MacPaint, Photoshop \
(ver 2.5 and 3.0), \n\tSilicon Graphics(SGI), JFIF/JPEG, Windows Bitmap \
(BMP), PNG, Targa, TIFF.",
  StyleBox["\n",
    FontWeight->"Plain"],
  "\nBecause the image data can be transferred freely between the Image \
Processing FrontEnd and the Notebook FrontEnd, all these formats are \
available from MATHEMATICA."
}], "Text"]
}, Open  ]],

Cell[CellGroupData[{

Cell["Plug-ins", "Section"],

Cell["\<\
The many kinds of plug-ins are connected with MATHEMATICA by \
introducing the Image Processing FrontEnd. The support of TWAIN format \
enables us to input an image directly from a scanner to MATHEMATICA. \
QuickTime components are useful not only for I/O graphics, but also for image \
processing effects. If the Image Processing FrontEnd supports plug-ins such \
as those in Photoshop and others, MATHEMATICA benefits from this \
property.\
\>", "Text"]
}, Open  ]],

Cell[CellGroupData[{

Cell["Flexibility Of Image Processing", "Section"],

Cell["\<\
After a selection of the image area, a function defined in the \
MathKernel is used for image processing. Complex image processing is \
described in a highly abstract form. They are able to be changed freely by \
the function of the MATHEMATICA interpreter. Moreover, advanced image \
processing can be achieved by using MATHEMATICA packages for image \
processing. General image processing applications are not suitable for the \
purpose of batch processing. It is however possible for the Image Processing \
FrontEnd because that processing can be described as the MATHEMATICA program.\
\
\>", "Text"]
}, Open  ]],

Cell[CellGroupData[{

Cell["Utilization As Teaching Materials", "Section"],

Cell["\<\
Although image processing is simply written as a MATHEMATICA \
function, it is difficult to interest students by letting them confirm \
results only on Notebooks. The actual feeling of the application will be \
gotten when they can import various formats of images, like existing \
applications, and apply image processing functions defined by themselves. On \
this point, the Image Processing FrontEnd is suitable for students to \
practice their image processing.\
\>", "Text"]
}, Open  ]],

Cell["Implementation", "SectionFirst"],

Cell[CellGroupData[{

Cell["Use Of Serializer", "Section"],

Cell["\<\
The Image Processing FrontEnd is used with the Notebook FrontEnd. \
For example, defining functions is done in the Notebook FrontEnd and \
manipulation of an image area is done in the Image Processing FrontEnd. In \
this way, the function of the Notebook FrontEnd is strengthened and its \
advantage is utilized. However, existing MATHEMATICA didn't have a way to use \
multiple frontends. Now, using the MathLink program, Serializer, this is \
possible. Serializer is placed between the Notebook FrontEnd and the \
MathKernel, and relays expressions. It can also send expressions from a \
frontend with the exception of the Notebook FrontEnd to the MathKernel. The \
Image Processing FrontEnd is connected to this Serializer.\
\>", "Text"]
}, Open  ]],

Cell[CellGroupData[{

Cell["Object Oriented Programming", "Section"],

Cell["\<\
The method of Object Oriented Programming has been adopted to make \
implementation of the Image Processing FrontEnd. For instance, a menu class \
is defined in the MathKernel. Creating a menu object in MATHEMATICA \
corresponds to adding a menu to the Image Processing FrontEnd. To add an \
arbitrary menu to this Image Processing FrontEnd and set menu commands in it, \
a message is sent to this menu object. When a menu command is selected in the \
Image Processing FrontEnd, a message to handle this command is sent from the \
Image Processing FrontEnd to the menu object in the MathKernel via the \
Serializer. The method executed at this time can be defined freely.\
\>", 
  "Text"]
}, Open  ]],

Cell["Living Example Of Image Processing FrontEnd", "SectionFirst"],

Cell[CellGroupData[{

Cell["Menus", "Section"],

Cell["\<\
Necessary menu commands for the Image Processing FrontEnd are added \
to hierarchical menus through the operations from the Notebook FrontEnd. \
\
\>", "Text"],

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M[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJf
M[H^O02gM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJf
M[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJf
M[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJfM[If]WJf
M[If]WJfM[If00d0000;00Go00=lZ[H0VP0^LL@0003o0:00003o0:000000\
\>"], "Graphics",
  Evaluatable->False,
  ImageSize->{415, 118.188},
  ImageMargins->{{0, 0}, {0, 0}},
  ImageRegion->{{0, 1}, {0, 1}}],

Cell["\<\
For example, an \"Effect\" menu is created like the following. Two \
objects, menuEffect and subMenuFlip, are constructed from the menu class \
CMenu.\
\>", "Text"],

Cell["\<\
menuEffect=New[CMenu,132,\"Effect\"];
menuEffect[
    SetupCommands,
    {\"Flip\",
      \"Box Filter\",
      \"Laplacian Filter\",
      \"(-\",
      \"Get Selected Image\",
      \"Get Entire Image\"},
    {-1101,-1102,-1103,0,-1105,-1106}];

subMenuFlip=New[CMenu,200,\"\",-1];
subMenuFlip[
    SetupCommands,
    {\"Horizontal\",
      \"Vertical\"},
    -2000];
subMenuFlip[InstallToSuperMenu,menuEffect,1];\
\>", "Text",
  FontFamily->"Courier",
  FontSize->10,
  FontVariations->{"CompatibilityType"->0}]
}, Open  ]],

Cell[CellGroupData[{

Cell["Tools View", "Section"],

Cell["\<\
Some tools, such as a marquee, a pen, etc., are prepared so that a \
user can handle an image using a mouse. Also custom control items like tables \
and radio buttons are arbitrarily defined on a tools view. The following \
sample is a palette which has controls to set a pen size, and colors etc. In \
the function to generate a spray, \
Statistics`ContinuousDistributions`NormalDistribution[] in the MathKernel is \
used.\
\>", "Text"],

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