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Practical Handbook on Image Processing for Scientific and Technical Applications (Hardcover, 2nd edition)
Loot Price: R6,040
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Practical Handbook on Image Processing for Scientific and Technical Applications (Hardcover, 2nd edition)
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Image processing is fast becoming a valuable tool for analyzing
multidimensional data in all areas of natural science. Since the
publication of the best-selling first edition of this handbook, the
field of image processing has matured in many of its aspects from
ad hoc, empirical approaches to a sound science based on
established mathematical and physical principles. The Practical
Handbook on Image Processing for Scientific and Technical
Applications, Second Edition builds a sound basic knowledge of
image processing, provides a critically evaluated collection of the
best algorithms, and demonstrates those algorithms with real-world
applications from many fields. It covers all aspects of image
processing, from image formation to image analysis, and gives an
up-to-date review of advanced concepts. Organized according to the
hierarchy of tasks, each chapter includes a summary, an outline of
the background the task requires, and a section of practical tips
that help you avoid common errors and save valuable research time.
New in the Second Edition: Expanded application areas now include
technical fields such as the automotive industry, quality
inspection, and materials science More practical tips in each
chapter Discussion of digital camera interfaces and a comparison of
CMOS vs. CCD cameras A section on wavelets Advanced techniques for
reconstruction, new segmentation methods based on global
optimization and anisotropic diffusion, and additional
classification techniques, including neural networks, polynomial
classification, and support vector machines Just as digital image
processing provides the key to studying complex scientific problems
that researchers once could only dream of tackling, this handbook
unlocks the intricacies of image processing and brings its power
and potential within the grasp of researchers across the spectrum
of scientific and engineering disciplines.
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