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Digital
Image Processing Using MATLAB (DIPUM) is the first book to offer a balanced
treatment of image processing fundamentals and the software principles
used in their implementation. The book integrates material from the
leading text, Digital Image Processing by Gonzalez and Woods, and
the Image Processing Toolbox from The MathWorks, Inc., a leader in
scientific computing. The Image Processing Toolbox provides a stable,
well-supported software environment for addressing a broad range of
applications in digital image processing. A unique feature of Digital
Image Processing Using MATLAB is its emphasis on showing how to
enhance those tools by developing new code. This is important in image
processing, an area that normally requires extensive experimental work in
order to arrive at acceptable application solutions.
Some
Highlights
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This new
edition is an extensive upgrade of the book.
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The
mathematical notation is compatible with the book Digital Image
Processing by Gonzalez and Woods.
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The book is
self-contained and written in textbook format, not as a manual.
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Nearly 120
new MATLAB image processing functions are developed
a 40 % increase over
existing functions in the Image Processing Toolbox.
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Algorithms
and MATLAB functions in the mainstream of digital image processing are
discussed and implemented, including: Intensity transformations; spatial
filtering; fuzzy image processing; filtering in the frequency domain;
image restoration and reconstruction; geometric transformations and
image registration; color image processing; wavelets; image and video
compression; morphology; image segmentation; image representation and
description; and object recognition.
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In addition
to a major revision of the topics from the first edition, features in
this edition include new coverage of: The Radon transform; image
processing functions based on function-generating functions (function
factories); geometric transformations; image registration; color
profiles and device-independent color conversions; functions for video
compression; adaptive thresholding algorithms; new image features,
including minimum-perimeter polygons and local (corner) features.
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All new
functions are documented and listed in the book.
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Using C
code with MATLAB is covered in detail.
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The design
of graphical user interfaces (GUIs) is covered in detail.
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All
functions listed in the book are conveniently summarized in an appendix.
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All
functions developed in the book are available for download in p-code
format, free of charge with purchase of a new book.
Sample Material
Please click
here to see or
download sample book material.
Support Material
All supporting materials for DIPUM 2/e are contained
in the DIPUM2/e Support Package, which consists of:
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The P-Code DIPUM
Toolbox 2 (more
details)
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The Original Images used in the book
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A set of Sample Projects containing project statements, images, and
solutions.
In addition, the Faculty Package contains a set of PowerPoint
Presentations of all the art in the book (images, tables, and line
drawings).
Please click here to
learn more about the Support Package and how to obtain it.
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