Digital image processing for medical applications:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Cambridge, UK [u.a.]
Cambridge Univ. Press
2009
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| Edition: | 1. publ. |
| Subjects: | |
| Online Access: | Table of contents only Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index. - Auch spätere unveränderte Nachdrucke |
| Physical Description: | XII, 447 S. Ill., graph. Darst 26 cm |
| ISBN: | 9780521860857 |
Staff View
MARC
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| 245 | 1 | 0 | |a Digital image processing for medical applications |c Geoff Dougherty |
| 250 | |a 1. publ. | ||
| 264 | 1 | |a Cambridge, UK [u.a.] |b Cambridge Univ. Press |c 2009 | |
| 300 | |a XII, 447 S. |b Ill., graph. Darst |c 26 cm | ||
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| 500 | |a Includes bibliographical references and index. - Auch spätere unveränderte Nachdrucke | ||
| 650 | 4 | |a Diagnostic imaging |x Digital techniques | |
| 650 | 4 | |a Image processing |x Digital techniques | |
| 650 | 4 | |a Diagnostic Imaging | |
| 650 | 4 | |a Image Processing, Computer-Assisted | |
| 650 | 4 | |a Medical Informatics Applications | |
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Record in the Search Index
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| adam_text | Titel: Digital image processing for medical applications
Autor: Dougherty, Geoff
Jahr: 2009
Contents
Preface page ix
Acknowledgements xiii
Parti Introduction to image processing i
1 Introduction 3
1.1 Imaging systems 3
1.2 Objects and images 7
1.3 The digital image processing system 10
1.4 Applications of digital image processing 13
Exercises 15
2 Imaging systems 16
2.1 The human visual pathway 16
2.2 Photographic film 20
2.3 Other sensors 26
2.4 Digitizing an image 27
2.5 The quality of a digital image 34
2.6 Color images 40
Computer-based activities 43
Exercises 45
3 Medical images obtained with ionizing radiation 47
3.1 Medical imaging modalities 47
3.2 Images from x-rays 48
3.3 Images from y-rays 77
3.4 Dose and risk 84
Computer-based activities 86
Exercises 87
vi Contents
4 Medical images obtained with non-ionizing radiation 90
4.1 Ultrasound imaging 91
4.2 Magnetic resonance imaging 100
4.3 Picture archiving and communication systems (PACS) 115
Computer-based activities 118
Exercises 120
Part II Fundamental concepts of image processing 121
5 Fundamentals of digital image processing 123
5.1 The gray-level histogram 123
5.2 Histogram transformations and look-up tables 135
Computer-based activities 148
Exercises 151
6 Image enhancement in the spatial domain 155
6.1 Algebraic operations 156
6.2 Logical (Boolean) operations 159
6.3 Geometric operations 162
6.4 Convolution-based operations 170
Computer-based activities 189
Exercises 191
7 Image enhancement in the frequency domain 194
7.1 The Fourier domain 195
7.2 The Fourier transform 198
7.3 Properties of the Fourier transform 205
7.4 Sampling 207
7.5 Cross-correlation and autocorrelation 217
7.6 Imaging systems - point spread function and optical transfer function 219
7.7 Frequency domain filters 223
7.8 Tomographic reconstruction 231
Computer-based activities 237
Exercises 243
8 Image restoration 246
8.1 Image degradation 246
8.2 Noise 247
8.3 Noise-reduction filters 252
8.4 Blurring 258
Contents vii
8.5 Modeling image degradation 260
8.6 Geometric degradations 263
Computer-based activities 268
Exercises 269
Part III Image analysis 271
9 Morphological image processing 273
9.1 Mathematical morphology 273
9.2 Morphological operators 275
9.3 Extension to grayscale images 295
Computer-based activities 301
Exercises 305
10 Image segmentation 309
10.1 What is segmentation? 309
10.2 Thresholding 311
10.3 Region-based methods 321
10.4 Boundary-based methods 324
10.5 Other methods 326
Computer-based activities 335
Exercises 338
11 Feature recognition and classification 339
11.1 Object recognition and classification 340
11.2 Connected components labeling 340
11.3 Features 342
11.4 Object recognition and classification 348
11.5 Statistical classification 351
11.6 Structural/syntactic classification 364
11.7 Applications in medical image analysis 364
Computer-based activities 367
Exercises 367
12 Three-dimensional visualization 369
12.1 Image visualization 369
12.2 Surface rendering 370
12.3 Volume rendering 374
12.4 Virtual reality 376
Computer-based activities 377
Exercises 377
viii Contents
Part IV Medical applications and ongoing developments 379
13 Medical applications of imaging 381
13.1 Computer-aided diagnosis in mammography 381
13.2 Tumor imaging and treatment 385
13.3 Angiography 386
13.4 Bone strength and osteoporosis 388
13.5 Tortuosity 389
14 Frontiers of image processing in medicine 395
14.1 Trends 395
14.2 The last word 398
Appendix A The Fourier series and Fourier transform 399
Appendix B Set theory and probability 405
Appendix C Shape and texture 423
Bibliography 432
Index 440
The color plates are situated between pages 178 and 179.
|
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| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
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| id | DE-604.BV036743828 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:47:06Z |
| institution | BVB |
| isbn | 9780521860857 |
| language | English |
| lccn | 2008031555 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-020661244 |
| oclc_num | 587803857 |
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| owner_facet | DE-Aug4 DE-1047 DE-898 DE-BY-UBR |
| physical | XII, 447 S. Ill., graph. Darst 26 cm |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | Cambridge Univ. Press |
| record_format | marc |
| spelling | Dougherty, Geoff 1950- Verfasser (DE-588)137895836 aut Digital image processing for medical applications Geoff Dougherty 1. publ. Cambridge, UK [u.a.] Cambridge Univ. Press 2009 XII, 447 S. Ill., graph. Darst 26 cm txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index. - Auch spätere unveränderte Nachdrucke Diagnostic imaging Digital techniques Image processing Digital techniques Diagnostic Imaging Image Processing, Computer-Assisted Medical Informatics Applications http://www.loc.gov/catdir/toc/ecip0823/2008031555.html Table of contents only HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020661244&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Dougherty, Geoff 1950- Digital image processing for medical applications Diagnostic imaging Digital techniques Image processing Digital techniques Diagnostic Imaging Image Processing, Computer-Assisted Medical Informatics Applications |
| title | Digital image processing for medical applications |
| title_auth | Digital image processing for medical applications |
| title_exact_search | Digital image processing for medical applications |
| title_full | Digital image processing for medical applications Geoff Dougherty |
| title_fullStr | Digital image processing for medical applications Geoff Dougherty |
| title_full_unstemmed | Digital image processing for medical applications Geoff Dougherty |
| title_short | Digital image processing for medical applications |
| title_sort | digital image processing for medical applications |
| topic | Diagnostic imaging Digital techniques Image processing Digital techniques Diagnostic Imaging Image Processing, Computer-Assisted Medical Informatics Applications |
| topic_facet | Diagnostic imaging Digital techniques Image processing Digital techniques Diagnostic Imaging Image Processing, Computer-Assisted Medical Informatics Applications |
| url | http://www.loc.gov/catdir/toc/ecip0823/2008031555.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020661244&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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