Hands-on morphological image processing

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Morphological image processing, now a standard part of the imaging scientist's toolbox, can be applied to a wide range of industrial applications. Concentrating on applications, this book shows how to analyze a problem and then develop successful algorithms based on the analysis. The book is hands-on in a very real sense: readers can download a demonstration toolbox of techniques and images from the web so they can process the images according to examples in the text.

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Title Statements

Full title :Hands-on morphological image processing / Edward R. Dougherty, Roberto A. Lotufo.

Summary

Edition Statements

Publication Date:©2003.

Publication Statements

Publisher(s):SPIE
Place of Publication:Bellingham, Wash
Language:eng
Publication Date:©2003.

Notes

"SPIE digital library."

Title from PDF title page (viewed August 22, 2009).

The Physical Object

Description:1 online resource (xvi, 272 pages) : : illustrations

Edition Identifiers

ISBN:9780819478665, 0819478660, 9781615836987, 1615836985
DOI:10.1117/3.501104
oclc:ocn435933441
LC Classification:TA1637
Dewey Decimal:621.36/7

Preface -- List of Symbols -- 1. Binary Erosion and Dilation -- 1.1 Introduction -- 1.2 Euclidean and Discrete Binary Images -- 1.3 Erosion -- 1.4 Dilation -- 1.5 Algebraic Properties -- 1.6 Filter Properties -- 1.7 Relationship to Set Operations -- 1.8 Bounded Operators -- 1.9 Exercises -- 1.10 Laboratory Experiments -- 1.11 References.

2. Binary Opening and Closing -- 2.1 Opening -- 2.2 Closing -- 2.3 Filter Properties -- 2.4 Application of Opening and Closing Filters -- 2.5 Alternating Sequential Filters -- 2.6 Invariance -- 2.7 T-Openings -- 2.8 Demonstration -- 2.9 Exercises -- 2.10 Laboratory Experiments -- 2.11 References.

3. Morphological Processing of Binary Images -- 3.1 Pixel Regions -- 3.2 Boundary Detection -- 3.3 Reconstruction -- 3.4 Conditional Dilation -- 3.5 Marker Selection in Reconstruction -- 3.6 Reconstructive T-opening -- 3.7 Logical Openings -- 3.8 Logical Structural Filters -- 3.9 Connected Operators -- 3.10 Skeletonization -- 3.11 Distance Transform -- 3.12 Geodesic Distance Transform -- 3.13 Exercises -- 3.14 Laboratory Experiments -- 3.15 References.

4. Hit-or-Miss Transform -- 4.1 The Transform -- 4.2 Object Recognition -- 4.3 Thinning -- 4.4 Prunin…

Subjects

Image processing -- Mathematics Matematica Da Computacao Morphismes (Mathématiques) Morphisms (Mathematics) Processamento de imagens (princípios) TECHNOLOGY & ENGINEERING -- Mechanical Traitement d'images -- Mathématiques