Practical algorithms for image analysis: description, examples, programs, and projects
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge Univ. Press
2009
|
| Ausgabe: | 2. ed., repr. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | 1. Aufl. u.d.T.: Seul, Michael: Practical algorithms for image analysis |
| Beschreibung: | VI, 349 S. Ill., graph. Darst. 1 CD-ROM (12 cm) |
| ISBN: | 9780521884112 |
Internformat
MARC
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents
Introduction page
1
1.1
Introduction
1
1.2
Annotated
Section
Overview
5
1.3
A
Guided
Tour
14
Global Image
Analysis
23
2.1
Intensity Histogram: Global Features
25
2.2
Histogram Transformations: Global Enhancement
29
2.3
Combining Images
39
2.4
Geometric Image Transformations
45
2.5
Color Image Transformations
53
Gray-Scale Image Analysis
58
3.1
Local Image Operations: Convolution
61
3.2
Noise Reduction
70
3.3
Edge Enhancement and Flat Fielding
77
3.4
Edge and Peak Point Detection
82
3.5
Advanced Edge Detection
92
3.6
Subsampling
99
3.7
Multiresolution Analysis
103
3.8
Template Matching
108
3.9 Gabor
Wavelet Analysis
112
3.10
Binarization
118
Binary Image Analysis
128
4.1
Morphological and Cellular Processing
131
4.2
Binary Noise Removal
139
4.3
Region Detection
142
4.4
Shape Analysis: Geometrical Features and Moments
154
4.5
Advanced Shape Analysis: Fourier Descriptors
162
4.6
Convex Hull of Polygons
166
4.7
Thinning
170
4.8
Linewidth Determination
174
4.9
Global Features and Image Profiles
177
4.10
Hough Transform
182
vi
Contents
5
Analysis of Lines
and Line Patterns
186
5.1
Chain Coding
188
5.2
Line Features and Noise Reduction
194
5.3
Polygonalization
201
5.4
Critical Point Detection
207
5.5
Straight-Line Fitting
211
5.6
Cubic Spline Fitting
216
5.7
Morphology and Topology of Line Patterns
220
6
Analysis of Point Patterns
231
6.1
The Voronoi Diagram of Point Patterns
232
6.2
Spatial Statistics of Point Patterns: Distribution Functions
238
6.3
Topology and Geometry of Cellular Patterns
245
6.4
The ¿-Nearest-Neighbor (fc-NN) Problem
251
7
Frequency Domain Analysis
256
7.1
The 2D Discrete Fourier Transform
25 8
7.2
Frequency Domain Filtering
275
8
Program Descriptions
283
8.1
Introduction
283
8.2
Programs by Chapter
283
8.3
Alphabetical Listing of Programs
286
9
Projects
316
APPENDIX: Synopsis of Important Concepts
325
A.
1
The Fourier Transform: Spatial Domain Versus Frequency Domain
326
A.
2
Linear Systems: Impulse Response, Convolution, and Transfer Function
330
A.3 Special-Purpose Filters
335
A.
4
The Whittaker-Shannon Sampling Theorem
337
A.5 Commonly Used Data Structures
340
Index
345
|
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| indexdate | 2024-07-09T22:47:15Z |
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| language | English |
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| spelling | O'Gorman, Lawrence Verfasser aut Practical algorithms for image analysis description, examples, programs, and projects Michael Seul ; Lawrence O'Gorman ; Michael J. Sammon 2. ed., repr. Cambridge Cambridge Univ. Press 2009 VI, 349 S. Ill., graph. Darst. 1 CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier 1. Aufl. u.d.T.: Seul, Michael: Practical algorithms for image analysis Algorithmus (DE-588)4001183-5 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 s Algorithmus (DE-588)4001183-5 s DE-604 Sammon, Michael J. Verfasser aut Seul, Michael Verfasser aut Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020667357&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | O'Gorman, Lawrence Sammon, Michael J. Seul, Michael Practical algorithms for image analysis description, examples, programs, and projects Algorithmus (DE-588)4001183-5 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| subject_GND | (DE-588)4001183-5 (DE-588)4006684-8 |
| title | Practical algorithms for image analysis description, examples, programs, and projects |
| title_auth | Practical algorithms for image analysis description, examples, programs, and projects |
| title_exact_search | Practical algorithms for image analysis description, examples, programs, and projects |
| title_full | Practical algorithms for image analysis description, examples, programs, and projects Michael Seul ; Lawrence O'Gorman ; Michael J. Sammon |
| title_fullStr | Practical algorithms for image analysis description, examples, programs, and projects Michael Seul ; Lawrence O'Gorman ; Michael J. Sammon |
| title_full_unstemmed | Practical algorithms for image analysis description, examples, programs, and projects Michael Seul ; Lawrence O'Gorman ; Michael J. Sammon |
| title_short | Practical algorithms for image analysis |
| title_sort | practical algorithms for image analysis description examples programs and projects |
| title_sub | description, examples, programs, and projects |
| topic | Algorithmus (DE-588)4001183-5 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Algorithmus Bildverarbeitung |
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