Digital image processing:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2002
|
| Ausgabe: | 5. rev. and extended ed. |
| Schriftenreihe: | Engineering online library
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XII, 585 S. Ill. 1 CD-ROM (12 cm) |
| ISBN: | 3540677542 |
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Datensatz im Suchindex
| _version_ | 1826212291924721664 |
|---|---|
| adam_text |
BERND JAHNE
DIGITAL IMAGE PROCESSING
5TH REVISED AND EXTENDED EDITION
WITH 248 FIGURES AND CD-ROM
SPRINGER
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 FURTHER READINGS* 26
2
IMAGE REPRESENTATION
29
2.1 INTRODUCTION 29
2.2 SPATIAL REPRESENTATION OF DIGITAL IMAGES 29
2.3 WAVE NUMBER SPACE AND FOURIER TRANSFORM 39
2.4 DISCRETE UNITARY TRANSFORMS* 60
2.5 FAST ALGORITHMS FOR UNITARY TRANSFORMS 65
2.6 FURTHER READINGS* 76
3
RANDOM VARIABLES AND FIELDS
71
3.1
INTRODUCTION
77
3.2 RANDOM VARIABLES 79
3.3 MULTIPLE RANDOM VARIABLES 82
3.4 PROBABILITY DENSITY FUNCTIONS 87
3.5 STOCHASTIC PROCESSES AND RANDOM FIELDS* 93
3.6 FURTHER READINGS* 97
4 NEIGHBORHOOD OPERATIONS
99
4.1
BASIC PROPERTIES AND PURPOSE 99
4.2 LINEAR SHIFT-INVARIANT FILTERS* 102
4.3 RECURSIVE FILTERS* . 115
4.4 RANK VALUE FILTERING 123
4.5 FURTHER READINGS* 124
X
CONTENTS
5 MULTISCALE REPRESENTATION
125
5.1
SCALE 125
5.2 SCALE SPACE* 128
5.3 MULTIGRID REPRESENTATIONS 136
5.4 FURTHER READINGS* 142
II IMAGE FORMATION AND PREPROCESSING
6
QUANTITATIVE VISUALIZATION
145
6.1
INTRODUCTION 145
6.2 WAVES AND PARTICLES 147
6.3 RADIOMETRY, PHOTOMETRY, SPECTROSCOPY, AND COLOR .
.
. 153
6.4
INTERACTIONS OF RADIATION WITH MATTER* 162
6.5 FURTHER READINGS* 175
7 IMAGE FORMATION
177
7.1 INTRODUCTION 177
7.2 WORLD AND CAMERA COORDINATES 177
7.3 IDEAL IMAGING: PERSPECTIVE PROJECTION* 181
7.4 REAL IMAGING 185
7.5 RADIOMETRY OF IMAGING 191
7.6 LINEAR SYSTEM THEORY OF IMAGING* 194
7.7 FURTHER READINGS* 203
8 3-D IMAGING
205
8.1 BASICS 205
8.2 DEPTH FROM TRIANGULATION 208
8.3 DEPTH FROM TIME-OF-FLIGHT 217
8.4 DEPTH FROM PHASE: INTERFEROMETRY 217
8.5 SHAPE FROM SHADING* 218
8.6 DEPTH FROM MULTIPLE PROJECTIONS: TOMOGRAPHY 224
8.7
FURTHER READINGS* 231
9 DIGITIZATION, SAMPLING, QUANTIZATION
233
9.1
DEFINITION AND EFFECTS OF DIGITIZATION 233
9.2 IMAGE FORMATION, SAMPLING, WINDOWING 235
9.3 RECONSTRUCTION FROM SAMPLES* 239
9.4 QUANTIZATION 243
9.5 FURTHER READINGS* 244
10 PIXEL PROCESSING
245
10.1 INTRODUCTION 245
10.2 HOMOGENEOUS POINT OPERATIONS 246
10.3 INHOMOGENEOUS POINT OPERATIONS* 256
10.4 MULTICHANNEL POINT OPERATIONS* 263
10.5 GEOMETRIC TRANSFORMATIONS 265
10.6 INTERPOLATION* 269
10.7 FURTHER READINGS* 280
CONTENTS
XI
III FEATURE EXTRACTION
11 AVERAGING
283
11.1 INTRODUCTION 283
11.2 GENERAL PROPERTIES OF AVERAGING FILTERS . . . 283
11.3 BOX FILTER 286
11.4 BINOMIAL FILTER 290
11.5 FILTERS AS NETWORKS* 296
11.6 EFFICIENT LARGE-SCALE AVERAGING* 298
11.7 NONLINEAR AVERAGING 307
11.8 AVERAGING IN MULTICHANNEL IMAGES* 313
11.9 FURTHER READINGS* 314
12
EDGES
315
12.1 INTRODUCTION 315
12.2 GENERAL PROPERTIES OF EDGE FILTERS 316
12.3 GRADIENT-BASED EDGE DETECTION* 319
12.4 EDGE DETECTION BY ZERO CROSSINGS 328
12.5 REGULARIZED EDGE DETECTION 330
12.6 EDGES IN MULTICHANNEL IMAGES* 335
12.7 FURTHER READINGS* 337
13 SIMPLE NEIGHBORHOODS
339
13.1 INTRODUCTION 339
13.2 PROPERTIES OF SIMPLE NEIGHBORHOODS 340
13.3 FIRST-ORDER TENSOR REPRESENTATION* 344
13.4 LOCAL WAVE NUMBER AND PHASE* 358
13.5 TENSOR REPRESENTATION BY QUADRATURE FILTER SETS* .
.
. 368
13.6
FURTHER READINGS* 374
14 MOTION
375
14.1 INTRODUCTION 375
14.2 BASICS 376
14.3 FIRST-ORDER DIFFERENTIAL METHODS* 391
14.4 TENSOR METHODS 398
14.5 SECOND-ORDER DIFFERENTIAL METHODS* 403
14.6 CORRELATION METHODS 407
14.7 PHASE METHOD* 409
14.8 FURTHER READINGS* . 412
15 TEXTURE
413
15.1 INTRODUCTION 413
15.2 FIRST-ORDER STATISTICS 416
15.3 ROTATION AND SCALE VARIANT TEXTURE FEATURES 420
15.4 FURTHER READINGS* 424
XII
CONTENTS
IV IMAGE ANALYSIS
16 SEGMENTATION
427
16.1 INTRODUCTION 427
16.2 PIXEL-BASED SEGMENTATION 427
16.3 EDGE-BASED SEGMENTATION 431
16.4 REGION-BASED SEGMENTATION 432
16.5 MODEL-BASED SEGMENTATION 436
16.6 FURTHER READINGS* 439
17 REGULARIZATION AND MODELING
441
17.1
UNIFYING LOCAL ANALYSIS AND GLOBAL KNOWLEDGE 441
17.2
PURPOSE AND LIMITS OF MODELS 442
17.3 VARIATIONAL IMAGE MODELING* 444
17.4 CONTROLLING SMOOTHNESS 451
17.5 DIFFUSION MODELS 455
17.6 DISCRETE INVERSE PROBLEMS* 460
17.7 NETWORK MODELS* 469
17.8 INVERSE FILTERING 473
17.9 FURTHER READINGS* 480
18 MORPHOLOGY
481
18.1 INTRODUCTION 481
18.2 NEIGHBORHOOD OPERATIONS ON BINARY IMAGES 481
18.3 GENERAL PROPERTIES 483
18.4 COMPOSITE MORPHOLOGICAL OPERATORS 486
18.5 FURTHER READINGS* 494
19 SHAPE PRESENTATION AND ANALYSIS
495
19.1
INTRODUCTION 495
19.2 REPRESENTATION OF SHAPE 495
19.3 MOMENT-BASED SHAPE FEATURES 500
19.4 FOURIER DESCRIPTORS 502
19.5 SHAPE PARAMETERS 508
19.6 FURTHER READINGS* 511
20 CLASSIFICATION
513
20.1 INTRODUCTION 513
20.2 FEATURE SPACE 516
20.3 SIMPLE CLASSIFICATION TECHNIQUES 523
20.4 FURTHER READINGS* 528
V REFERENCE PART
A REFERENCE MATERIAL
531
B NOTATION
555
BIBLIOGRAPHY
563
INDEX .
575 |
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| author | Jähne, Bernd 1953- |
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| classification_tum | ELT 530f |
| ctrlnum | (OCoLC)49385664 (DE-599)BVBBV014129065 |
| dewey-full | 621.367 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.367 |
| dewey-search | 621.367 |
| dewey-sort | 3621.367 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Elektrotechnik Elektrotechnik / Elektronik / Nachrichtentechnik |
| edition | 5. rev. and extended ed. |
| format | Book |
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| indexdate | 2025-03-10T13:02:38Z |
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| isbn | 3540677542 |
| language | English |
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| spelling | Jähne, Bernd 1953- Verfasser (DE-588)172169321 aut Digital image processing Bernd Jähne 5. rev. and extended ed. Berlin [u.a.] Springer 2002 XII, 585 S. Ill. 1 CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier Engineering online library Image processing Digital techniques CD-ROM (DE-588)4139307-7 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 s DE-604 CD-ROM (DE-588)4139307-7 s Paralle Sprachausgabe deutsch Jähne, Bernd Digitale Bildverarbeitung Erscheint auch als CD-ROM-Ausgabe Digital image processing DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009683429&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Jähne, Bernd 1953- Digital image processing Image processing Digital techniques CD-ROM (DE-588)4139307-7 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| subject_GND | (DE-588)4139307-7 (DE-588)4006684-8 |
| 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 | Image processing Digital techniques CD-ROM (DE-588)4139307-7 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Image processing Digital techniques CD-ROM Bildverarbeitung |
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