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Cover image for Mathematics of shape description : a morphological approach to image processing and computer graphics
Title:
Mathematics of shape description : a morphological approach to image processing and computer graphics
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Publication Information:
Hoboken, NJ : Wiley, 2008
Physical Description:
xvi, 254 p. : ill. ; 25 cm.
ISBN:
9780470823071
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30000010189952 QA565 G46 2008 Open Access Book Book
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Summary

Summary

Image processing problems are often not well defined because real images are contaminated with noise and other uncertain factors. In Mathematics of Shape Description , the authors take a mathematical approach to address these problems using the morphological and set-theoretic approach to image processing and computer graphics by presenting a simple shape model using two basic shape operators called Minkowski addition and decomposition.

This book is ideal for professional researchers and engineers in Information Processing, Image Measurement, Shape Description, Shape Representation and Computer Graphics. Post-graduate and advanced undergraduate students in pure and applied mathematics, computer sciences, robotics and engineering will also benefit from this book.

Key Features

Explains the fundamental and advanced relationships between algebraic system and shape description through the set-theoretic approach Promotes interaction of image processing geochronology and mathematics in the field of algebraic geometry Provides a shape description scheme that is a notational system for the shape of objects Offers a thorough and detailed discussion on the mathematical characteristics and significance of the Minkowski operators


Author Notes

Koichiro Deguchi is a Professor of Graduate School of Information Sciences, Tohoku University, Japan. His field of interest includes image measurement, image processing, computer vision, robot vision and information science.

Pijush K. Ghosh was a Senior Researcher at the National Centre for Software Technology of India when he died from brain cancer. His field of interest was shape description and analysis, mathematical morphology, image processing, vision, computer graphics and computational geometry.


Table of Contents

1 In Search Of A Framework For Shape Description
2 Sets And Functions For Shape Description Algebraic Structures For Shape Descriptions
3 Morphological Models For Shape Description And Minkowski Operators
4 Arithmetics Of Geometric Shape
5 Morphological Operations Of Nonconvex Objects
Bibliography
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