Image engineering: volume 1 Image processing
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin
De Gruyter
2017
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| Series: | De Gruyter Graduate
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XI, 282 Seiten Illustrationen, Diagramme |
| ISBN: | 9783110520323 |
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MARC
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Record in the Search Index
| _version_ | 1804177783175249920 |
|---|---|
| adam_text | Contents
1 Introduction to Image Processing---1
1.1 Basic Concepts of Images-----1
1.1.1 Images and Digital Images----1
1.1.2 Matrix and Vector Representation---2
1.1.3 Image Display----3
1.1.4 High Dimensional Images------5
1.2 Image Engineering----5
1.2.1 Image Techniques and Image Engineering-----6
1.2.2 Three Levels of Image Engineering--6
1.2.3 Related Disciplines and Fields--9
1.2.4 A Survey on Image Engineering---9
1.3 Image Processing System-----11
1.3.1 A Block Diagram of System----11
1.3.2 Image Acquisition Equipment----12
1.3.3 Image Display and Printing----15
1.3.4 Image Storage---20
1.3.5 Image Processing----23
1.4 Overview of the Book----24
1.5 Problems and Questions-----26
1.6 Further Reading——26
2 Image Acquisition----29
2.1 Spatial Relationship in Image Formation--29
2.1.1 Coordinate System----29
2.1.2 Perspective Transformations----30
2.1.3 Approximate Projection Modes----34
2.1.4 A General Camera Model-----37
2.1.5 Common Imaging Model-------40
2.2 Stereo Imaging----43
2.2.1 Parallel Horizontal Model--43
2.2.2 Focused Horizontal Model---46
2.2.3 Axis Model----47
2.3 Image Brightness-----48
2.3.1 Luminosity----48
2.3.2 A Model of Image Brightness----50
2.4 Sampling and Quantization-----51
2.4.1 Spatial Resolution and Amplitude Resolution---52
2.4.2 Image Quality Related to Sampling and Quantization
2.4.3 Sampling Considerations----57
2.5 Problems and Questions-----59
2.6 Further Reading---60
3 Image Enhancement-----62
3.1 Image Operations------62
3.1.1 Arithmetic and Logical Operations---62
3.1.2 Applications of Image Operations----64
3.2 Direct Gray-Level Mapping-----67
3.2.1 Gray-Level Mapping------67
3.2.2 Typical Examples of Mapping Functions----69
3.3 Histogram Transformation-----70
3.3.1 Histogram Equalization-----70
3.3.2 Histogram Specification----74
3.4 Frequency Filtering---78
3.4.1 Low-Pass Filtering----79
3.4.2 High-Pass Filtering---82
3.5 Linear Spatial Filters--85
3.5.1 Technique Classification and Principles--85
3.5.2 Linear Smoothing Filters---87
3.6 NonLinear Spatial Filters--89
3.6.1 Median Filters-----89
3.6.2 Order-Statistic Filters-91
3.7 Problems and Questions-----94
3.8 Further Reading----96
4 Image Restoration-----97
4.1 Degradation and Noise------97
4.1.1 image Degradation-----97
4.1.2 Noise and Representation-----99
4.2 Degradation Model and Restoration Computation-----102
4.2.1 Degradation Model-----102
4.2.2 Computation of the Degradation Model-----103
4.2.3 Diagonalization----104
4.3 Techniques for Unconstrained Restoration----107
4.3.1 Unconstrained Restoration----107
4.3.2 Removal of Blur Caused by Uniform Linear Motion---110
4.4 Techniques for Constrained Restoration 113
4.4.1 Constrained Restoration---113
4.4.2 Wiener Filter---113
4.4.3 Constrained Least Square Restoration-----116
4.5 Interactive Restoration---119
4.6 Image Repairing----122
4.6.1 The Principle of image Repairing---123
4.6.2 Image Inpainting with Total Variational Model--125
4.6.3 Image Completion with Sample-Based Approach-------128
4.7 Problems and Questions-----131
4.8 Further Reading-----133
5 Image Reconstruction from Projections----135
5.1 Modes and Principles-----135
5.1.1 Various Modes of Reconstruction from Projections---135
5.1.2 The Principle of Reconstruction from Projections-143
5.2 Reconstruction by Fourier Inversion---144
5.2.1 Fundamentals of Fourier Inversion--145
5.2.2 Reconstruction Formulas of the Fourier Inverse
Transform-----146
5.2.3 Phantom Reconstruction-----148
5.3 Convolution and Back-Projection----150
5.3.1 Convolution Back-Projection----150
5.3.2 Filter of the Back-Projections-154
5.3.3 Back-Projection of the Filtered Projections-157
5.4 Algebraic Reconstruction---160
5.4.1 Reconstruction Model-----160
5.4.2 Algebraic Reconstruction Technique----161
5.4.3 Simultaneous Algebraic Reconstruction Technique----162
5.4.4 Some Characteristics of ART----164
5.5 Combined Reconstruction----164
5.6 Problems and Questions-----166
5.7 Further Reading-----168
6 Image Coding-----170
6.1 Fundamentals-----170
6.1.1 Data Redundancy-----170
6.1.2 Image Quality and Judgment-----173
6.2 Variable-Length Coding-----175
6.2.1 Huffman Coding------175
6.2.2 Suboptimal Huffman Coding------176
6.2.3 Shannon-Fano Coding------177
6.2.4 Arithmetic Coding----178
6.3 Bit-Plane Coding----180
6.3.1 Bit-Plane Decomposition----180
6.3.2 Bit-Plane Coding----182
6.4 Predictive Coding----185
6.4.1 Lossless Predictive Coding----185
6.4.2 Lossy Predictive Coding----187
6.5 Transform Coding-----192
6.5.1 Transform Coding Systems------192
6.5.2 Sub-Image Size Selection---193
6.5.3 Transform Selection---194
6.5.4 Bit Allocation--196
6.5.5 Wavelet Transform Coding----199
6.5.6 Lifting-Based Wavelet Coding----200
6.6 Problems and Questions------202
6.7 Further Reading----203
7 Image Watermarking-----205
7.1 Principles and Characteristics--205
7.1.1 Embedding and Detection of Watermarks-----206
7.1.2 Characteristics of Watermarks---207
7.1.3 Classification of Watermarks----209
7.2 Image Watermarking in DCT Domain-----211
7.2.1 Algorithm for Meaningless Watermark----212
7.2.2 Algorithm for Meaningful Watermark---214
7.3 Image Watermarking in DWT Domain-----216
7.3.1 Human Visual Properties-----216
7.3.2 Algorithm for Wavelet Watermark----219
7.4 Performance Evaluation of Watermarking----222
7.4.1 Distortion Metrics--222
7.4.2 Benchmarking and Attack-----223
7.4.3 Examples of Watermark Performance Test----225
7.5 Information Hiding----229
7.5.1 Watermarking and Information Hiding----229
7.5.2 Images Hiding Based on Iterative Blending--230
7.6 Problems and Questions------234
7.7 Further Reading----235
8 Color Image Processing---236
8.1 Color Vision and Chromaticity Diagram--237
8.1.1 Color Vision Fundamentals-----237
8.1.2 Three Primary Colors and Color Matching---238
8.1.3 Chroma and Chromaticity Diagram----239
8.2 Color Models----243
8.2.1 Hardware-Orientated Models------244
8.2.2 Perception-Orientated Models----248
8.3 Pseudo-Color Enhancement---253
8.3.1 Intensity Slicing--253
8.3.2 Gray Level to Color Transformations--254
8.3.3 Frequency Domain Filtering----255
8.4 Full-Color Enhancement----255
8.4.1 Strategy and Principles---256
8.4.2 Single Component Mapping---257
8.4.3 Full-Color Enhancements----259
8.5 Problems and Questions-----264
8.6 Further Reading---266
Answers to Selected Problems and Questions---267
References----271
Index----279
|
| any_adam_object | 1 |
| author | Zhang, Yu-Jin 1954- |
| author_GND | (DE-588)173988539 |
| author_facet | Zhang, Yu-Jin 1954- |
| author_role | aut |
| author_sort | Zhang, Yu-Jin 1954- |
| author_variant | y j z yjz |
| building | Verbundindex |
| bvnumber | BV044460274 |
| classification_rvk | ST 330 |
| ctrlnum | (OCoLC)1002258043 (DE-599)BVBBV044460274 |
| discipline | Informatik |
| format | Book |
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| indexdate | 2024-07-10T07:53:34Z |
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| isbn | 9783110520323 |
| language | English |
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| physical | XI, 282 Seiten Illustrationen, Diagramme |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | De Gruyter |
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| series2 | De Gruyter Graduate |
| spelling | Zhang, Yu-Jin 1954- Verfasser (DE-588)173988539 aut Image engineering volume 1 Image processing Yu-Jin Zhang Berlin De Gruyter 2017 XI, 282 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier De Gruyter Graduate Bildanalyse (DE-588)4145391-8 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Bildverarbeitung (DE-588)4006684-8 s Bildanalyse (DE-588)4145391-8 s Mustererkennung (DE-588)4040936-3 s DE-604 (DE-604)BV044654967 1 Erscheint auch als Online-Ausgabe, PDF 978-3-11-052411-6 Erscheint auch als Online-Ausgabe, EPUB 978-3-11-052422-2 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029860972&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Zhang, Yu-Jin 1954- Image engineering Bildanalyse (DE-588)4145391-8 gnd Mustererkennung (DE-588)4040936-3 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| subject_GND | (DE-588)4145391-8 (DE-588)4040936-3 (DE-588)4006684-8 (DE-588)4123623-3 |
| title | Image engineering |
| title_auth | Image engineering |
| title_exact_search | Image engineering |
| title_full | Image engineering volume 1 Image processing Yu-Jin Zhang |
| title_fullStr | Image engineering volume 1 Image processing Yu-Jin Zhang |
| title_full_unstemmed | Image engineering volume 1 Image processing Yu-Jin Zhang |
| title_short | Image engineering |
| title_sort | image engineering image processing |
| topic | Bildanalyse (DE-588)4145391-8 gnd Mustererkennung (DE-588)4040936-3 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Bildanalyse Mustererkennung Bildverarbeitung Lehrbuch |
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