Digital image processing:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2005
|
| Edition: | 6. rev. and extended ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturverz. S. 585 - 596 |
| Physical Description: | XIII, 607 S. Ill., graph. Darst. 1 CD-ROM (12 cm) |
| ISBN: | 3540240357 9783540240358 |
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MARC
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| 100 | 1 | |a Jähne, Bernd |d 1953- |e Verfasser |0 (DE-588)172169321 |4 aut | |
| 245 | 1 | 0 | |a Digital image processing |c Bernd Jähne |
| 250 | |a 6. rev. and extended ed. | ||
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2005 | |
| 300 | |a XIII, 607 S. |b Ill., graph. Darst. |e 1 CD-ROM (12 cm) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Literaturverz. S. 585 - 596 | ||
| 650 | 4 | |a Traitement d'images - Techniques numériques | |
| 650 | 4 | |a Image processing |x Digital techniques | |
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Record in the Search Index
| _version_ | 1804133338286391296 |
|---|---|
| adam_text | Contents
I
Foundation
1
Applications and Tools
3
1.1
A Tool for Science and Technique
............. 3
1.2
Examples of Applications
.................. 4
1.3
Hierarchy of Image Processing Operations
........ 15
1.4
Image Processing and Computer Graphics
........ 17
1.5
Cross-disciplinary Nature of Image Processing
..... 17
1.6
Human and Computer Vision
................ 18
1.7
Components of an Image Processing System
...... 21
1.8
Exercises
............................. 26
1.9
Further Readings
........................ 28
2
Image Representation
31
2.1
Introduction
.......................... 31
2.2
Spatial Representation of Digital Images
......... 31
2.3
Wave Number Space and Fourier Transform
....... 41
2.4
Discrete Unitary Transforms
................ 63
2.5
Fast Algorithms for Unitary Transforms
......... 67
2.6
Exercises
............................. 77
2.7
Further Readings
........................ 80
3
Random Variables and Fields
81
3.1
Introduction
.......................... 81
3.2
Random Variables
....................... 83
3.3
Multiple Random Variables
................. 87
3.4
Probability Density Functions
................ 91
3.5
Stochastic Processes and Random Fields
.......... 98
3.6
Exercises
............................. 102
3.7
Further Readings
........................ 104
4
Neighborhood Operations
105
4.1
Basic Properties and Purpose
................ 105
4.2
Linear Shift-Invariant Filters
................. 108
4.3
Rank Value Filters
....................... 119
4.4
LSI-Filters: Further Properties
................ 120
4.5
Recursive Filters
........................ 122
X
Contents
4.6
Exercises
............................. 131
4.7
Further Readings
........................ 134
5
Multiscale Representation
135
5.1
Scale
............................... 135
5.2
Multigrid Representations
.................. 138
5.3
Scale Spaces
........................... 144
5.4
Exercises
............................. 152
5.5
Further Readings
........................ 153
II Image Formation and Preprocessing
6
Quantitative Visualization
157
6.1
Introduction
.......................... 157
6.2
Radiometry,
Photometry, Spectroscopy, and Color
... 159
6.3
Waves and Particles
...................... 168
6.4
Interactions of Radiation with Matter
........... 174
6.5
Exercises
............................. 186
6.6
Further Readings
........................ 187
7
Image Formation ;
189
7.1
Introduction
.......................... 189
7.2
World and Camera Coordinates
............... 189
7.3
Ideal Imaging: Perspective Projection
........... 192
7.4
Real Imaging
.......................... 195
7.5
Radiometry
of Imaging
.................... 201
7.6
Linear System Theory of Imaging
.............. 205
7.7
Homogeneous Coordinates
.................. 212
7.8
Exercises
............................. 214
7.9
Further Readings
........................ 215
8 3-D
Imaging
217
8.1
Basics
............................... 217
8.2
Depth from
Triangulation
.................. 221
8.3
Depth from Time-of-Flight
.................. 228
8.4
Depth from Phase:
Interferometry
............. 229
8.5
Shape from Shading
...................... 229
8.6
Depth from Multiple Projections: Tomography
..... 235
8.7
Exercises
............................. 241
8.8
Further Readings
........................ 242
9
Digitization, Sampling, Quantization
243
9.1
Definition and Effects of Digitization
........... 243
9.2
Image Formation, Sampling, Windowing
......... 245
9.3
Reconstruction from Samples
................ 249
9.4
Multidimensional Sampling on
Nonorthogonal
Grids
.. 251
9.5
Quantization
.......................... 253
9.6
Exercises
............................. 254
Contents
XI
9.7
Further Readings
........................ 255
10
Pixel Processing
257
10.1
Introduction
.......................... 257
10.2
Homogeneous Point Operations
.............. 258
10.3
Inhomogeneous Point Operations
............. 268
10.4
Geometric Transformations
................. 275
10.5
Interpolation
.......................... 279
10.6
Optimized Interpolation
................... 286
10.7
Multichannel Point Operations
............... 291
10.8
Exercises
............................. 293
10.9
Further Readings
........................ 295
III Feature Extraction
11
Averaging
299
11.1
Introduction
.......................... 299
11.2
General Properties of Averaging Filters
.......... 299
11.3
Box Filter
............................ 302
11.4
Binomial Filter
......................... 306
11.5
Efficient Large-Scale Averaging
............... 312
11.6
Nonlinear Averaging
..................... 321
11.7
Averaging in Multichannel Images
............. 326
11.8
Exercises
............................. 328
11.9
Further Readings
........................ 330
12
Edges
331
12.1
Introduction
.......................... 331
12.2
Differential Description of Signal Changes
........ 332
12.3
General Properties of Edge Filters
............. 335
12.4
Gradient-Based Edge Detection
............... 338
12.5
Edge Detection by Zero Crossings
............. 345
12.6
Optimized Edge Detection
.................. 347
12.7
Regularized Edge Detection
................. 349
12.8
Edges in Multichannel Images
................ 353
12.9
Exercises
............................. 355
12.10
Further Readings
........................ 357
13
Simple Neighborhoods
359
13.1
Introduction
.......................... 359
13.2
Properties of Simple Neighborhoods
........... 360
13.3
First-Order Tensor Representation
............. 364
13.4
Local Wave Number and Phase
............... 375
13.5
Further Tensor Representations
............... 384
13.6
Exercises
............................. 395
13.7
Further Readings
........................ 396
XII Contents
14 Motion 397
14.1
Introduction
.......................... 397
14.2 Basics............................... 398
14.3
First-Order Differential Methods
.............. 413
14.4
Tensor Methods
........................ 418
14.5
Correlation Methods
..................... 423
14.6
Phase Method
.......................... 426
14.7
Additional Methods
...................... 428
14.8
Exercises
............................. 434
14.9
Further Readings
........................ 434
15
Texture
435
15.1
Introduction
.......................... 435
15.2
First-Order Statistics
..................... 438
15.3
Rotation and Scale Variant Texture Features
....... 442
15.4
Exercises
............................. 446
15.5
Further Readings
........................ 446
IV Image Analysis
16
Segmentation
449
16.1
Introduction
.......................... 449
16.2
Pixel-Based Segmentation
.................. 449
16.3
Edge-Based Segmentation
.................. 453
16.4
Region-Based Segmentation
................. 454
16.5
Model-Based Segmentation
................. 458
16.6
Exercises
............................. 461
16.7
Further Readings
........................ 462
17
Regularization and Modeling
463
17.1
Introduction
.......................... 463
17.2
Continuous Modeling I: Variational Approach
...... 466
17.3
Continuous Modeling II: Diffusion
.............. 473
17.4
Discrete Modeling: Inverse Problems
............ 478
17.5
Inverse Filtering
........................ 486
17.6
Further Equivalent Approaches
............... 492
17.7
Exercises
............................. 498
17.8
Further Readings
........................ 500
18
Morphology
501
18.1
Introduction
.......................... 501
18.2
Neighborhood Operations on Binary Images
....... 501
18.3
General Properties
....................... 503
18.4
Composite Morphological Operators
........... 506
18.5
Exercises
............................. 512
18.6
Further Readings
........................ 514
Contents
XIII
19
Shape Presentation and Analysis
515
19.1
Introduction
.......................... 515
19.2
Representation of Shape
................... 515
19.3
Moment-Based Shape Features
............... 520
19.4
Fourier Descriptors
...................... 522
19.5
Shape Parameters
....................... 528
19.6
Exercises
............................. 531
19.7
Further Readings
........................ 532
20
Classification
533
20.1
Introduction
.......................... 533
20.2
Feature Space
.......................... 536
20.3
Simple Classification Techniques
.............. 543
20.4
Exercises
............................. 548
20.5
Further Readings
........................ 549
V Reference Part
A Reference Material
553
В
Notation
577
Bibliography
585
Index
597
|
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| ctrlnum | (OCoLC)59615924 (DE-599)BVBBV019831756 |
| dewey-full | 621.36/7 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.36/7 |
| dewey-search | 621.36/7 |
| dewey-sort | 3621.36 17 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
| edition | 6. rev. and extended ed. |
| format | Book |
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| indexdate | 2024-07-09T20:07:08Z |
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| isbn | 3540240357 9783540240358 |
| language | English |
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| physical | XIII, 607 S. Ill., graph. Darst. 1 CD-ROM (12 cm) |
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| spelling | Jähne, Bernd 1953- Verfasser (DE-588)172169321 aut Digital image processing Bernd Jähne 6. rev. and extended ed. Berlin [u.a.] Springer 2005 XIII, 607 S. Ill., graph. Darst. 1 CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier Literaturverz. S. 585 - 596 Traitement d'images - Techniques numériques Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf CD-ROM (DE-588)4139307-7 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 s CD-ROM (DE-588)4139307-7 s 1\p DE-604 Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013156824&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Jähne, Bernd 1953- Digital image processing Traitement d'images - Techniques numériques Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd CD-ROM (DE-588)4139307-7 gnd |
| subject_GND | (DE-588)4006684-8 (DE-588)4139307-7 |
| title | Digital image processing |
| title_auth | Digital image processing |
| title_exact_search | Digital image processing |
| title_full | Digital image processing Bernd Jähne |
| title_fullStr | Digital image processing Bernd Jähne |
| title_full_unstemmed | Digital image processing Bernd Jähne |
| title_short | Digital image processing |
| title_sort | digital image processing |
| topic | Traitement d'images - Techniques numériques Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd CD-ROM (DE-588)4139307-7 gnd |
| topic_facet | Traitement d'images - Techniques numériques Image processing Digital techniques Bildverarbeitung CD-ROM |
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