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Digital Image Processing

Copertina anteriore
7 Recensioni
Springer, 2005 - 607 pagine
The sixth edition has been revised and extended. The whole textbook is now clearly partitioned into basic and advanced material in order to cope with the ever-increasing field of digital image processing. In this way, you can first work your way through the basic principles of digital image processing without getting overwhelmed by the wealth of the material and then extend your studies to selected topics of interest. Each chapter now includes exercises that help you to test your understanding, train your skills, and introduce you to real-world image processing tasks. An important part of the exercises is a wealth of interactive computer exercises, which cover all topics of this textbook. These exercises are performed with the image processing software heurisko, which is included on the accompanying CD-ROM. In this way you can get own practical experience with almost all topics and algorithms covered by this book. The complete hyperlinked text of the book is now available on the accompanying CD-ROM.
  

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Pagine selezionate

Indice

1 Applications and Tools
3
12 Examples of Applications
4
13 Hierarchy of Image Processing Operations
15
14 Image Processing and Computer Graphics
17
16 Human and Computer Vision
18
17 Components of an Image Processing System
21
18 Exercises
26
19 Further Readings
28
113 Box Filter
302
114 Binomial Filter
306
115 Efficient LargeScale Averaging
312
116 Nonlinear Averaging
321
117 Averaging in Multichannel Images
326
118 Exercises
328
119 Further Readings
330
12 Edges
331

2 Image Representation
31
23 Wave Number Space and Fourier Transform
41
24 Discrete Unitary Transforms
63
25 Fast Algorithms for Unitary Transforms
67
26 Exercises
77
27 Further Readings
80
3 Random Variables and Fields
81
32 Random Variables
83
33 Multiple Random Variables
87
34 Probability Density Functions
91
35 Stochastic Processes and Random Fields
98
36 Exercises
102
37 Further Readings
104
4 Neighborhood Operations
105
42 Linear ShiftInvariant Filters
108
43 Rank Value Filters
119
Further Properties
120
45 Recursive Filters
122
46 Exercises
131
47 Further Readings
134
5 Multiscale Representation
135
52 Multigrid Representations
138
53 Scale Spaces
144
54 Exercises
152
55 Further Readings
153
Image Formation and Preprocessing
155
6 Quantitative Visualization
157
62 Radiometry Photometry Spectroscopy and Color
159
63 Waves and Particles
168
64 Interactions of Radiation with Matter
174
65 Exercises
186
66 Further Readings
187
7 Image Formation
189
Perspective Projection
192
74 Real Imaging
195
75 Radiometry of Imaging
201
76 Linear System Theory of Imaging
205
77 Homogeneous Coordinates
212
78 Exercises
214
79 Further Readings
215
8 3D Imaging
217
82 Depth from Triangulation
221
83 Depth from TimeofFlight
228
Interferometry
229
Tomography
235
87 Exercises
241
88 Further Readings
242
9 Digitization Sampling Quantization
243
92 Image Formation Sampling Windowing
245
93 Reconstruction from Samples
249
94 Multidimensional Sampling on Nonorthogonal Grids
251
95 Quantization
253
96 Exercises
254
97 Further Readings
255
10 Pixel Processing
257
102 Homogeneous Point Operations
258
103 Inhomogeneous Point Operations
268
104 Geometric Transformations
275
105 Interpolation
279
106 Optimized Interpolation
286
107 Multichannel Point Operations
291
108 Exercises
293
109 Further Readings
295
Feature Extraction
297
11 Averaging
299
122 Differential Description of Signal Changes
332
123 General Properties of Edge Filters
335
124 GradientBased Edge Detection
338
125 Edge Detection by Zero Crossings
345
126 Optimized Edge Detection
347
127 Regularized Edge Detection
349
128 Edges in Multichannel Images
353
129 Exercises
355
1210 Further Readings
357
13 Simple Neighborhoods
359
132 Properties of Simple Neighborhoods
360
133 FirstOrder Tensor Representation
364
134 Local Wave Number and Phase
375
135 Further Tensor Representations
384
136 Exercises
395
137 Further Readings
396
14 Motion
397
142 Basics
398
143 FirstOrder Differential Methods
413
144 Tensor Methods
418
145 Correlation Methods
423
146 Phase Method
426
147 Additional Methods
428
148 Exercises
434
15 Texture
435
152 FirstOrder Statistics
438
153 Rotation and Scale Variant Texture Features
442
154 Exercises
446
Image Analysis
447
16 Segmentation
449
163 EdgeBased Segmentation
453
164 RegionBased Segmentation
454
165 ModelBased Segmentation
458
166 Exercises
461
167 Further Readings
462
17 Regularization and Modeling
463
Variational Approach
466
Diffusion
473
Inverse Problems
478
175 Inverse Filtering
486
176 Further Equivalent Approaches
492
177 Exercises
498
178 Further Readings
500
18 Morphology
501
183 General Properties
503
184 Composite Morphological Operators
506
185 Exercises
512
186 Further Readings
514
19 Shape Presentation and Analysis
515
193 MomentBased Shape Features
520
194 Fourier Descriptors
522
195 Shape Parameters
528
196 Exercises
531
197 Further Readings
532
20 Classification
533
202 Feature Space
536
203 Simple Classification Techniques
543
204 Exercises
548
205 Further Readings
549
Reference Part
551
A Reference Material
553
B Notation
577
Bibliography
585
Index
597
Copyright

Altre edizioni - Visualizza tutto

Digital Image Processing
Digital Image Processing
Bernd Jh̃ne
Anteprima limitata - 2005
Digital image processing: concepts, algorithms, and scientific applications
Digital image processing: concepts, algorithms, and scientific ..., Volume 1
Bernd Jähne
Visualizzazione frammento - 1997
Digital Image Processing: Concepts, Algorithms, and Scientific Applications
Digital Image Processing: Concepts, Algorithms, and Scientific Applications
Bernd Jähne
Anteprima non disponibile - 2002

Parole e frasi comuni

according to Eq algorithm amplitude analysis angle applied averaging B-spline binomial box filter camera coefficients color complex components compute constant corresponding denoted depth derivative filters detection deviation digital image processing direction discrete displacement vector distance distribution edge edge detection eigenvalue equation error example factor Figure filter mask first-order Fourier descriptors Fourier domain Fourier space Fourier transform Gaussian geometric gradient gray value gray value changes illumination image plane image sequences Interactive demonstration interpolation inverse linear magnitude matrix mean measure motion multiplication noise nonlinear object optical flow optical system orientation parameters phase pixels point operations point spread function problem projection properties pyramid quadrature filter quantization radiance radiation recursive filters representation resolution rotation sampling scale space segmentation shape shift shows signal simple spatial square structure tensor surface symmetry techniques texture theorem tion transfer function variance vector velocity wave number wavelength zero

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Citazioni da pagine web

Digital Image Processing - outline
Digital Image Processing, second edition by rc Gonzalez & re Woods See also their web site They also have a second book - Digital Image Processing using ...
www.math.tau.ac.il/ ~turkel/ images.html

"Bibliography". In: Digital Image Processing (Third Edition)
R. Chellappa and aa Sawchuk, Digital Image Processing and Analysis, Vol. 1, ... ak Jain, Fundamentals of Digital Image Processing, Prentice Hall, Englewood ...
doi.wiley.com/ 10.1002/ 0471221325.biblio

Investigation of Effects of Digital Image Processing on ...
Many digital image processing techniques have been .... 4 Effects of digital image processing techniques on the fluorescence image of a static specimen. a. ...
joi.jlc.jst.go.jp/ JST.Journalarchive/ analsci1985/ 9.493?from=Google

avaxhome -> ebooks -> Rafael C. Gonzalez, «Digital Image Processing»
Digital Image Processing has been the leading textbook in its field for more than 20 years. As was the case with the 1977 and 1987 editions by Gonzalez and ...
avaxsphere.com/ ebooks/ digiimage_processing.html

Publications - Digital Image Processing
Jähne, B., Digital Image Processing, 5th edition, Springer, Berlin (2002). 5. Jähne, B., Handbook of Digital Image Processing for Scientific and Technical ...
klimt.iwr.uni-heidelberg.de/ DigiPublications/ list.php3?show=monographs& ref=

A Step Towards Automatic Defect Pattern Analysis and Evaluation in ...
Digital image processing techniques allow the interpretation of the image to be automated, avoiding the presence of human operators making the inspection ...
www.ndt.net/ article/ wcndt00/ papers/ idn673/ idn673.htm

A Short Introduction to Digital Image Processing
A Short Introduction to Digital Image Processing. An image is digitized to convert it to a form which can be stored in a computer's memory or on some form ...
www.uct.ac.za/ depts/ physics/ laser/ hanbury/ intro_ip.html

Digital Image Processing
Digital images and digital image processing. Digitising images. Types of image digitisers. Solid-state cameras. Scanners and frame grabbers. ...
www.cs.vsb.cz/ sojka/ dzo.html

School of Engineering, Cranfield University :: Digital Image ...
Course Message: Digital Image Processing allows us to process visual information in computer systems. By processing visual information we can develop ...
public.cranfield.ac.uk/ soe/ c5354/ teaching/ dip/

GEOS 622 Digital image processing in the geosciences, Syllabus and ...
Castleman kr (1996) Digital image processing, Prentice Hall, ... *Gonzalez rc, and P. Wintz (1987) Digital image processing, 2nd ed., Addison-Wesley, ...
www.uaf.edu/ geology/ courses/ fall2007/ GEOS622Syll.pdf

Informazioni bibliografiche

QR code for Digital Image Processing
TitoloDigital Image Processing
AutoreBernd Jähne
Edizione6, illustrata
EditoreSpringer, 2005
ISBN3540240357, 9783540240358
Lunghezza607 pagine
  
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