Hands-on morphological image processing

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 ha...

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Bibliographic Details
Main Author: Dougherty, Edward R.
Corporate Author: Society of Photo-optical Instrumentation Engineers.
Other Authors: Lotufo, Roberto A.
Format: eBook
Language: English
Published: Bellingham, Wash. : SPIE, ©2003.
Series: SPIE tutorial texts ; TT59.
Subjects:
Image processing > Mathematics.
Morphisms (Mathematics)
elektronické knihy
electronic books
ISBN: 9780819478665
9781615836987
9780819447203
Physical Description: 1 online zdroj (xvi, 272 pages) : illustrations.

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Table of contents

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020 |a 9780819478665  |q (ebook) 
020 |a 9781615836987  |q (ebook) 
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024 7 |a 10.1117/3.501104  |2 doi 
035 |a (OCoLC)435933441  |z (OCoLC)694866575 
040 |a CaBNvSL  |b eng  |e pn  |c J2I  |d OCLCQ  |d CEF  |d SPIES  |d EBLCP  |d E7B  |d OCLCO  |d OCLCQ  |d OCLCA  |d OCLCF  |d OCLCQ  |d OCLCO  |d OCLCQ  |d KNOVL  |d N$T  |d KNOVL  |d YDXCP  |d DEBSZ  |d OCLCO 
100 1 |a Dougherty, Edward R. 
245 1 0 |a Hands-on morphological image processing  |h [elektronický zdroj] /  |c Edward R. Dougherty, Roberto A. Lotufo. 
260 |a Bellingham, Wash. :  |b SPIE,  |c ©2003. 
300 |a 1 online zdroj (xvi, 272 pages) :  |b illustrations. 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
490 1 |a Tutorial texts in optical engineering ;  |v v. TT59 
500 |a "SPIE digital library." 
500 |a Title from PDF t.p. (viewed Aug. 22, 2009). 
504 |a Includes bibliographical references and index. 
505 0 |a 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. 
505 8 |a 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. 
505 8 |a 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. 
505 8 |a 4. Hit-or-Miss Transform -- 4.1 The Transform -- 4.2 Object Recognition -- 4.3 Thinning -- 4.4 Pruning -- 4.5 Exercises -- 4.6 Laboratory Experiments -- 4.7 References. 
505 8 |a 5. Gray-Scale Morphology -- 5.1 Mathematical Preliminaries -- 5.2 Gray-Scale Erosion -- 5.3 Gray-Scale Dilation -- 5.4 Algebraic Properties -- 5.5 Filter Properties -- 5.6 Umbra Transform -- 5.7 Flat Structuring Elements -- 5.8 Gray-Scale Morphology for Discrete Images -- 5.9 Gray-Scale Morphology for Discrete Bounded Signals -- 5.10 Gray-Scale Opening and Closing -- 5.11 Exercises -- 5.12 Laboratory Experiments -- 5.13 References. 
505 8 |a 6. Morphological Processing of Gray-Scale Images -- 6.1 Morphological Gradient -- 6.2 Top-Hat Transform -- 6.3 Gray-Scale Alternating Sequential Filters -- 6.4 Gray-Scale Morphological Reconstruction -- 6.5 Flat Zones and Connected Filters -- 6.6 Gray-Scale Reconstructive Opening -- 6.7 Connected Alternating Sequential Filters -- 6.8 Image Extrema -- 6.9 Markers From Regional Maxima of Filtered Images -- 6.10 Extinction Values -- 6.11 Demonstration -- 6.12 Exercises -- 6.13 Laboratory Experiments -- 6.14 References. 
505 8 |a 7. Morphological Segmentation Watershed -- 7.1 Watershed From Markers -- 7.2 Watershed, Voronoi Diagram and SKIZ -- 7.3 Segmentation of Overlapped Convex Cells -- 7.4 Inner and Outer Markers -- 7.5 Hierarchical Watershed Transform -- 7.6 Watershed Transform Algorithms -- 7.7 Demonstrations -- 7.8 Exercises -- 7.9 Laboratory Experiments -- 7.10 References. 
505 8 |a 8. Granulometries -- 8.1 Granulometries Generated by a Single Opening -- 8.2 Discrete Size Distributions -- 8.3 The Open and Discrete-Size Transforms -- 8.4 Granulometries on Random Binary Images -- 8.5 Granulometric Classification -- 8.6 General Granulometries -- 8.7 Logical Granulometries -- 8.8 Discrete Granulometric Bandpass Filters -- 8.9 Gray-Scale Granulometries -- 8.10 Exercises -- 8.11 Laboratory Experiments -- 8.12 References. 
505 8 |a 9. Automatic Design of Morphological Operators -- 9.1 Boolean Functions -- 9.2 Morphological Representation -- 9.3 Optimal W-Operators -- 9.4 Design of Optimal W-Operators -- 9.5 Optimal Increasing Filters -- 9.6 Differencing Filters -- 9.7 Resolution Conversion -- 9.8 Multiresolution Analysis -- 9.9 Aperture Filters -- 9.10 Relation to Pattern Recognition -- 9.11 Exercises -- 9.12 References --Index. 
520 |a 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. 
590 |a Knovel Library  |b ACADEMIC - Optics & Photonics 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
650 0 |a Image processing  |x Mathematics. 
650 0 |a Morphisms (Mathematics) 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Lotufo, Roberto A. 
710 2 |a Society of Photo-optical Instrumentation Engineers. 
776 0 8 |i Print version:  |a Dougherty, Edward R.  |t Hands-on morphological image processing.  |d Bellingham, Wash. : SPIE, ©2003  |z 081944720X  |w (DLC) 2003054262 
830 0 |a SPIE tutorial texts ;  |v TT59. 
856 4 0 |u https://proxy.k.utb.cz/login?url=http://app.knovel.com/hotlink/toc/id:kpHMIP000H/handson_morphological_image_processing  |y Plný text 
992 |a BK  |c KNOVEL 
999 |c 82166  |d 82166 

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