Digital image processing:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Pearson
[2018]
|
| Ausgabe: | Fourth edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xvi, 1168 Seiten Illustrationen, Diagramme, Karten (teilweise farbig) |
| ISBN: | 9780133356724 0133356728 9781292223049 |
Internformat
MARC
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| 100 | 1 | |a Gonzalez, Rafael C. |e Verfasser |0 (DE-588)136376770 |4 aut | |
| 245 | 1 | 0 | |a Digital image processing |c Rafael C. Gonzalez (University of Tennessee), Richard E. Woods (Interapptics) |
| 250 | |a Fourth edition | ||
| 264 | 1 | |a New York, NY |b Pearson |c [2018] | |
| 264 | 4 | |c © 2018 | |
| 300 | |a xvi, 1168 Seiten |b Illustrationen, Diagramme, Karten (teilweise farbig) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 4 | |a Image processing |x Digital techniques | |
| 650 | 0 | 7 | |a Bildverarbeitung |0 (DE-588)4006684-8 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)4123623-3 |a Lehrbuch |2 gnd-content | |
| 689 | 0 | 0 | |a Bildverarbeitung |0 (DE-588)4006684-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Woods, Richard E. |d 1954- |0 (DE-588)136376762 |4 aut | |
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Datensatz im Suchindex
| DE-BY-862_location | 2000 |
|---|---|
| DE-BY-FWS_call_number | 2000/ZN 6050 G643 |
| DE-BY-FWS_katkey | 662883 |
| DE-BY-FWS_media_number | 083000518352 |
| _version_ | 1809863199360548864 |
| adam_text | Contents
Preface ix
Acknozuledgments xiii
The Book Website xiv
The DIP4E Support Packages
About the Authors XV
Introduction 1
What is Digital Image Processing? 2
The Origins of Digital Image Processing 3
Examples of Fields that Use Digital Image Processing 7
Fundamental Steps in Digital Image Processing 25
Components of an Image Processing System 28
Digital Image Fundament
Elements of Visual Perception 32
Light and the Electromagnetic Spectrum 38
Image Sensing and Acquisition 41
Image Sampling and Quantization 47
Some Basic Relationships Between Pixels 63
Introduction to the Basic Mathematical Tools Used in Digital Image
Processing 67
Intensity Transformations and Spatial
Filtering 133
Background 134
Some Basic Intensity Transformation Functions 136
Histogram Processing 147
Fundamentals of Spatial Filtering 177
Smoothing (Lowpass) Spatial Filters 188
Sharpening (Highpass) Spatial Filters 199
Highpass, Bandreject, and Bandpass Filters from Lowpass Filters
Combining Spatial Enhancement Methods 216
Using Fuzzy Techniques for Intensity Transformations and Spatial
Filtering 217
212
249
Filtering in the Frequency Domain
Background 250
Preliminary Concepts 253
Sampling and the Fourier Transform of Sampled Functions 261
The Discrete Fourier Transform of One Variable 271
Extensions to Functions of Two Variables 276
Some Properties of the 2-D DFT and IDF 286
The Basics of Filtering in the Frequency Domain 306
Image Smoothing Using Lowpass Frequency Domain Filters 318
Image Sharpening Using Highpass Filters 330
Selective Filtering 342
The Fast Fourier Transform 349
Image Restoration and Reconstruction 365
A Model of the Image Degradation/Restoration process 366
Noise Models 366
Restoration in the Presence of Noise Only—Spatial Filtering 375
Periodic Noise Reduction Using Frequency Domain Filtering 388
Linear, Position-Invariant Degradations 396
Estimating the Degradation Function 400
Inverse Filtering 404
Minimum Mean Square Error (Wiener) Filtering 406
Constrained Least Squares Filtering 411
Geometric Mean Filter 415
Image Reconstruction from Projections 416
Wavelet and Other Image Transforms 451
Preliminaries 452
Matrix-based Transforms 454
Correlation 466
Basis Functions in the Time-Frequency Plane 467
Basis Images 471
Fourier-Related Transforms 472
Walsh-Hadamard Transforms 484
Slant Transform 488
Haar Transform 490
Wavelet Transforms 492
Color Image Processing
Color Fundamentals 530
Color Models 535
Pseudocolor Image Processing 550
Basics of Full-Color Image Processing 559
Color Transformations 560
Color Image Smoothing and Sharpening 572
Using Color in Image Segmentation 575
Noise in Color Images 582
Color Image Compression 585
Image Compression and
Watermarking 595
Fundamentals 596
Huffman Coding 609
Golomb Coding 612
Arithmetic Coding 617
LZW Coding 620
Run-length Coding 622
Symbol-based Coding 628
Bit-plane Coding 631
Block Transform Coding 632
Predictive Coding 650
Wavelet Coding 670
Digital Image Watermarking 680
Morphological Image Processing 693
Preliminaries 694
Erosion and Dilation 696
Opening and Closing 702
The Hit-or-Miss Transform 706
Some Basic Morphological Algorithms 710
Morphological Reconstruction 725
Summary of Morphological Operations on Binary Images 731
Grayscale Morphology 732
Image Segmentation I
761
Fundamentals 762
Point, Line, and Edge Detection 763
Thresholding 804
Segmentation by Region Growing and by Region Splitting and
Merging 826
Region Segmentation Using Clustering and Superpixels 832
The Use of Motion in Segmentation 859
11 Image Segmentation II Active Contours
Snakes and Level Sets 877
Background 878
Image Segmentation Using Snakes 878
Segmentation Using Level Sets 902
Feature Extraction
953
Background 954
Boundary Preprocessing 956
Boundary Feature Descriptors 973
Region Feature Descriptors 982
Principal Components as Feature Descriptors
Whole-Image Features 1010
Scale-Invariant Feature Transform (SIFT) 1023
1001
13 Image Pattern Classification 1049
Background 1050
Patterns and Pattern Classes 1052
PatterrV.Classification by Prototype Matching 1056
Optimum (Bayes) Statistical Classifiers 1069
Neural Networks and Deep Learning 1077
Deep Convolutional Neural Networks 1110
Some Additional Details of Implementation 1133
B (biography 1143
Index 1157
|
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| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
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| dewey-search | 621.36/7 |
| dewey-sort | 3621.36 17 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
| edition | Fourth edition |
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| illustrated | Illustrated |
| indexdate | 2024-09-11T04:00:49Z |
| institution | BVB |
| isbn | 9780133356724 0133356728 9781292223049 |
| language | English |
| lccn | 017001581 |
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| physical | xvi, 1168 Seiten Illustrationen, Diagramme, Karten (teilweise farbig) |
| publishDate | 2018 |
| publishDateSearch | 2018 |
| publishDateSort | 2018 |
| publisher | Pearson |
| record_format | marc |
| spellingShingle | Gonzalez, Rafael C. Woods, Richard E. 1954- Digital image processing Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd |
| subject_GND | (DE-588)4006684-8 (DE-588)4123623-3 |
| title | Digital image processing |
| title_auth | Digital image processing |
| title_exact_search | Digital image processing |
| title_full | Digital image processing Rafael C. Gonzalez (University of Tennessee), Richard E. Woods (Interapptics) |
| title_fullStr | Digital image processing Rafael C. Gonzalez (University of Tennessee), Richard E. Woods (Interapptics) |
| title_full_unstemmed | Digital image processing Rafael C. Gonzalez (University of Tennessee), Richard E. Woods (Interapptics) |
| title_short | Digital image processing |
| title_sort | digital image processing |
| topic | Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Image processing Digital techniques Bildverarbeitung Lehrbuch |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029591237&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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Inhaltsverzeichnis
Schweinfurt Zentralbibliothek Lesesaal
| Signatur: |
2000 ZN 6050 G643 |
|---|---|
| Exemplar 1 | ausleihbar Verfügbar Bestellen |