Automatic Generation of Morphological Set Recognition Algorithms

Name: Automatic Generation of Morphological Set Recognition Algorithms
Brand: Springer-Verlag New York Inc.
SKU: 9781461396543
Price: 100.0 EUR
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Autor: Robert C. Vogt

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag New York Inc.

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The purpose of this book is to study the process of image development, to see how it may be formaliz...

Informácie o knihe

Autor

Robert C. Vogt

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2011

Stránok

275

EAN

9781461396543

ISBN

1461396549

Enbook ID

02180744

Vydavateľ

Springer-Verlag New York Inc.

Hmotnosť

542

Rozmery

156 x 244 x 16

Kompletný popis

The purpose of this book is to study the process of image development, to see how it may be formalized and partially or fully automated. The book examines many of the difficult theoretical issues associated with this process, and then describes a working system which can automatically find solutions to simple image processing patterns in a reasonably efficient manner. The most important features of the book are that it links together image processing with AI; it is the first book to apply automatic programming techniques and expert systems to the problems of image algorithm development and mathematical morphology; it provides a concise yet fairly complete and readable introduction to mathematical morphology; it uses algebraic languages to express image algorithms; it describes the image algorithm development process from a human, as well as from a formal, viewpoint; the automatic search described achieves a 300:1 speedup over an equivalent exhaustive search. Readers can expect to derive a better understanding of mathematical morphology, and of the process and difficulties associated with image algorithm development.

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Automatic Generation of Morphological Set Recognition Algorithms

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