A practical approach to medical image processing:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Taylor & Francis
2008
|
| Series: | Series in medical physics and biomedical engineering
10 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVI, 288 S. Ill., graph. Darst. 1 CD-ROM (12 cm) |
| ISBN: | 9781584888246 1584888245 |
Staff View
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Record in the Search Index
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| adam_text | SERIES IN MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING A PRACTICAL
APPROACH TO MEDICAL IMAGE PROCESSING ELIZABETH BERRY ELIZABETH BERRY LTD
LEEDS, UK TAYLOR &. FRANCIS TAYLOR & FRANCIS GROUP NEW YORK LONDON
TAYLOR & FRANCIS IS AN IMPRINT OF THE TAYLOR & FRANCIS GROUP, AN INFORMA
BUSINESS CONTENTS PREFACE XI ACKNOWLEDGMENTS XIII ONTHECD XV 1 IMAGE
PROCESSING BASICS 1 1.1 INTRODUCTION 1 1.2 DEFINITION OF IMAGE
PROCESSING 2 1.3 INTRODUCTION TO IMAGEJ 10 1.4 GRAYSCALE IMAGE
PROCESSING BASICS 13 1.5 SPATIAL IMAGE PROCESSING BASICS 30 1.6 THE FIVE
CLASSES OF IMAGE PROCESSING 32 1.7 GOOD PRACTICE CONSIDERATIONS 34 1.8
CHAPTER SUMMARY 35 1.9 FEEDBACK ON THE SELF-ASSESSMENT QUESTIONS 35
REFERENCE 38 2 SEGMENTATION AND CLASSIFICATION 39 2.1 INTRODUCTION 39
2.2 SEGMENTATION 40 2.3 CLASSIFICATION 49 2.4 GOOD PRACTICE
CONSIDERATIONS 57 2.5 CHAPTER SUMMARY 57 2.6 FEEDBACK ON THE
SELF-ASSESSMENT QUESTIONS 57 REFERENCES 59 3 SPATIAL DOMAIN FILTERING 61
3.1 INTRODUCTION 61 3.2 SPATIAL FILTERING OPERATIONS 62 3.3 ADAPTIVE
FILTERING 74 3.4 GOOD PRACTICE CONSIDERATIONS 74 3.5 CHAPTER SUMMARY 75
3.6 FEEDBACK ON THE SELF-ASSESSMENT QUESTIONS 75 REFERENCES 76 4
FREQUENCY DOMAIN FILTERING 77 4.1 INTRODUCTION 77 4.2 THE SPATIAL DOMAIN
AND THE FREQUENCY DOMAIN 78 4.3 FREQUENCY DOMAIN FILTERING 80 4.4 GOOD
PRACTICE CONSIDERATIONS 95 4.5 CHAPTER SUMMARY 96 4.6 FEEDBACK ON THE
SELF-ASSESSMENT QUESTIONS 96 REFERENCE 100 VII VIII CONTENTS 5 IMAGE
ANALYSIS OPERATIONS 101 5.1 INTRODUCTION 101 5.2 IMAGE ARITHMETIC 102
5.3 BINARY IMAGE OPERATIONS 112 5.5 GOOD PRACTICE CONSIDERATIONS 118 5.6
CHAPTER SUMMARY 118 5.7 FEEDBACK ON SELF-ASSESSMENT QUESTIONS 119 6
IMAGE DATA FORMATS AND IMAGE COMPRESSION 121 6.1 INTRODUCTION 121 6.2
IMAGE DATA FORMATS 122 6.3 IMAGE COMPRESSION 130 6.4 GOOD PRACTICE
CONSIDERATIONS 137 6.5 CHAPTER SUMMARY 137 6.6 FEEDBACK ON
SELF-ASSESSMENT QUESTIONS 138 REFERENCES 139 7 IMAGE RESTORATION 141 7.1
INTRODUCTION 141 7.2 BLURRING ARISING FROM THE IMAGING SYSTEM ITSELF 142
7.3 GEOMETRICAL DISTORTION 148 7.4 GRAY-LEVEL INHOMOGENEITY 151 7.5 GOOD
PRACTICE CONSIDERATIONS 156 7.6 CHAPTER SUMMARY 156 7.7 FEEDBACK ON
SELF-ASSESSMENT QUESTIONS 156 REFERENCES 159 8 IMAGE REGISTRATION 161
8.1 INTRODUCTION 161 8.2 IMAGE REGISTRATION 162 8.3 DIMENSIONALITY AND
NUMBER OF MODALITIES 176 8.4 VISUALIZATION OF REGISTERED IMAGES 177 8.5
APPLICATIONS 179 8.6 GOOD PRACTICE CONSIDERATIONS 183 8.7 CHAPTER
SUMMARY 183 8.8 FEEDBACK ON SELF-ASSESSMENT QUESTIONS 183 REFERENCES 185
9 VISUALIZATION AND 3-D METHODS 187 9.1 INTRODUCTION 187 9.2 TAXONOMY
FOR VISUALIZATION 188 9.3 SCENE-BASED VISUALIZATION 188 9.4 OBJECT-BASED
VISUALIZATION 200 9.5 OTHER VISUALIZATION METHODS 201 9.6 GOOD PRACTICE
CONSIDERATIONS 202 CONTENTS IX 9.7 CHAPTER SUMMARY 202 9.8 FEEDBACK ON
SELF-ASSESSMENT QUESTIONS 204 REFERENCES 206 10 GOODPRACTICE 207 10.1
INTRODUCTION 207 10.2 SCIENTIFIC RIGOR 207 10.3 ETHICAL PRACTICE 210
10.4 HUMAN FACTORS 211 10.5 INFORMATION TECHNOLOGY 213 10.8 CHAPTER
SUMMARY 223 10.9 FEEDBACK ON SELF-ASSESSMENT QUESTIONS 223 REFERENCES
224 11 CASE STUDIES 225 11.1 INTRODUCTION 225 11.2 IMAGE ENHANCEMENT 225
11.3 SEGMENTATION 230 11.4 IMAGE COMPRESSION 241 11.5 IMAGE REGISTRATION
250 11.6 VISUALIZATION 256 11.7 CHAPTER SUMMARY 264 REFERENCES 264 12
FOR INSTRUCTORS 267 12.1 INTRODUCTION 267 12.2 WRITING MACROS AND
PLUGINS FOR IMAGEJ 267 12.3 ARTICLE-BASED CASE STUDIES 269 12.4
EXTENSIONS TO MATERIAL IN PRECEDING CHAPTERS 270 12.5 PUBLICLY AVAILABLE
DATA 278 12.6 CHAPTER SUMMARY 278 REFERENCES 279 INDEX 281
|
| adam_txt |
SERIES IN MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING A PRACTICAL
APPROACH TO MEDICAL IMAGE PROCESSING ELIZABETH BERRY ELIZABETH BERRY LTD
LEEDS, UK TAYLOR &. FRANCIS TAYLOR & FRANCIS GROUP NEW YORK LONDON
TAYLOR & FRANCIS IS AN IMPRINT OF THE TAYLOR & FRANCIS GROUP, AN INFORMA
BUSINESS CONTENTS PREFACE XI ACKNOWLEDGMENTS XIII ONTHECD XV 1 IMAGE
PROCESSING BASICS 1 1.1 INTRODUCTION 1 1.2 DEFINITION OF IMAGE
PROCESSING 2 1.3 INTRODUCTION TO IMAGEJ 10 1.4 GRAYSCALE IMAGE
PROCESSING BASICS 13 1.5 SPATIAL IMAGE PROCESSING BASICS 30 1.6 THE FIVE
CLASSES OF IMAGE PROCESSING 32 1.7 GOOD PRACTICE CONSIDERATIONS 34 1.8
CHAPTER SUMMARY 35 1.9 FEEDBACK ON THE SELF-ASSESSMENT QUESTIONS 35
REFERENCE 38 2 SEGMENTATION AND CLASSIFICATION 39 2.1 INTRODUCTION 39
2.2 SEGMENTATION 40 2.3 CLASSIFICATION 49 2.4 GOOD PRACTICE
CONSIDERATIONS 57 2.5 CHAPTER SUMMARY 57 2.6 FEEDBACK ON THE
SELF-ASSESSMENT QUESTIONS 57 REFERENCES 59 3 SPATIAL DOMAIN FILTERING 61
3.1 INTRODUCTION 61 3.2 SPATIAL FILTERING OPERATIONS 62 3.3 ADAPTIVE
FILTERING 74 3.4 GOOD PRACTICE CONSIDERATIONS 74 3.5 CHAPTER SUMMARY 75
3.6 FEEDBACK ON THE SELF-ASSESSMENT QUESTIONS 75 REFERENCES 76 4
FREQUENCY DOMAIN FILTERING 77 4.1 INTRODUCTION 77 4.2 THE SPATIAL DOMAIN
AND THE FREQUENCY DOMAIN 78 4.3 FREQUENCY DOMAIN FILTERING 80 4.4 GOOD
PRACTICE CONSIDERATIONS 95 4.5 CHAPTER SUMMARY 96 4.6 FEEDBACK ON THE
SELF-ASSESSMENT QUESTIONS 96 REFERENCE 100 VII VIII CONTENTS 5 IMAGE
ANALYSIS OPERATIONS 101 5.1 INTRODUCTION 101 5.2 IMAGE ARITHMETIC 102
5.3 BINARY IMAGE OPERATIONS 112 5.5 GOOD PRACTICE CONSIDERATIONS 118 5.6
CHAPTER SUMMARY 118 5.7 FEEDBACK ON SELF-ASSESSMENT QUESTIONS 119 6
IMAGE DATA FORMATS AND IMAGE COMPRESSION 121 6.1 INTRODUCTION 121 6.2
IMAGE DATA FORMATS 122 6.3 IMAGE COMPRESSION 130 6.4 GOOD PRACTICE
CONSIDERATIONS 137 6.5 CHAPTER SUMMARY 137 6.6 FEEDBACK ON
SELF-ASSESSMENT QUESTIONS 138 REFERENCES 139 7 IMAGE RESTORATION 141 7.1
INTRODUCTION 141 7.2 BLURRING ARISING FROM THE IMAGING SYSTEM ITSELF 142
7.3 GEOMETRICAL DISTORTION 148 7.4 GRAY-LEVEL INHOMOGENEITY 151 7.5 GOOD
PRACTICE CONSIDERATIONS 156 7.6 CHAPTER SUMMARY 156 7.7 FEEDBACK ON
SELF-ASSESSMENT QUESTIONS 156 REFERENCES 159 8 IMAGE REGISTRATION 161
8.1 INTRODUCTION 161 8.2 IMAGE REGISTRATION 162 8.3 DIMENSIONALITY AND
NUMBER OF MODALITIES 176 8.4 VISUALIZATION OF REGISTERED IMAGES 177 8.5
APPLICATIONS 179 8.6 GOOD PRACTICE CONSIDERATIONS 183 8.7 CHAPTER
SUMMARY 183 8.8 FEEDBACK ON SELF-ASSESSMENT QUESTIONS 183 REFERENCES 185
9 VISUALIZATION AND 3-D METHODS 187 9.1 INTRODUCTION 187 9.2 TAXONOMY
FOR VISUALIZATION 188 9.3 SCENE-BASED VISUALIZATION 188 9.4 OBJECT-BASED
VISUALIZATION 200 9.5 OTHER VISUALIZATION METHODS 201 9.6 GOOD PRACTICE
CONSIDERATIONS 202 CONTENTS IX 9.7 CHAPTER SUMMARY 202 9.8 FEEDBACK ON
SELF-ASSESSMENT QUESTIONS 204 REFERENCES 206 10 GOODPRACTICE 207 10.1
INTRODUCTION 207 10.2 SCIENTIFIC RIGOR 207 10.3 ETHICAL PRACTICE 210
10.4 HUMAN FACTORS 211 10.5 INFORMATION TECHNOLOGY 213 10.8 CHAPTER
SUMMARY 223 10.9 FEEDBACK ON SELF-ASSESSMENT QUESTIONS 223 REFERENCES
224 11 CASE STUDIES 225 11.1 INTRODUCTION 225 11.2 IMAGE ENHANCEMENT 225
11.3 SEGMENTATION 230 11.4 IMAGE COMPRESSION 241 11.5 IMAGE REGISTRATION
250 11.6 VISUALIZATION 256 11.7 CHAPTER SUMMARY 264 REFERENCES 264 12
FOR INSTRUCTORS 267 12.1 INTRODUCTION 267 12.2 WRITING MACROS AND
PLUGINS FOR IMAGEJ 267 12.3 ARTICLE-BASED CASE STUDIES 269 12.4
EXTENSIONS TO MATERIAL IN PRECEDING CHAPTERS 270 12.5 PUBLICLY AVAILABLE
DATA 278 12.6 CHAPTER SUMMARY 278 REFERENCES 279 INDEX 281 |
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| illustrated | Illustrated |
| index_date | 2024-07-02T18:55:09Z |
| indexdate | 2024-07-09T21:07:57Z |
| institution | BVB |
| isbn | 9781584888246 1584888245 |
| language | English |
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| physical | XVI, 288 S. Ill., graph. Darst. 1 CD-ROM (12 cm) |
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| series | Series in medical physics and biomedical engineering |
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| spelling | Berry, Elizabeth Verfasser aut A practical approach to medical image processing Elizabeth Berry New York [u.a.] Taylor & Francis 2008 XVI, 288 S. Ill., graph. Darst. 1 CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier Series in medical physics and biomedical engineering 10 Diagnóstico por computador larpcal Diagnóstico por imagem larpcal Datenverarbeitung Diagnostic Imaging methods Image Processing, Computer-Assisted methods Image analysis Data processing Image processing Digital techniques Imaging systems in medicine Bildgebendes Verfahren (DE-588)4006617-4 gnd rswk-swf Bildgebendes Verfahren (DE-588)4006617-4 s DE-604 Series in medical physics and biomedical engineering 10 (DE-604)BV023078949 10 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016137325&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Berry, Elizabeth A practical approach to medical image processing Series in medical physics and biomedical engineering Diagnóstico por computador larpcal Diagnóstico por imagem larpcal Datenverarbeitung Diagnostic Imaging methods Image Processing, Computer-Assisted methods Image analysis Data processing Image processing Digital techniques Imaging systems in medicine Bildgebendes Verfahren (DE-588)4006617-4 gnd |
| subject_GND | (DE-588)4006617-4 |
| title | A practical approach to medical image processing |
| title_auth | A practical approach to medical image processing |
| title_exact_search | A practical approach to medical image processing |
| title_exact_search_txtP | A practical approach to medical image processing |
| title_full | A practical approach to medical image processing Elizabeth Berry |
| title_fullStr | A practical approach to medical image processing Elizabeth Berry |
| title_full_unstemmed | A practical approach to medical image processing Elizabeth Berry |
| title_short | A practical approach to medical image processing |
| title_sort | a practical approach to medical image processing |
| topic | Diagnóstico por computador larpcal Diagnóstico por imagem larpcal Datenverarbeitung Diagnostic Imaging methods Image Processing, Computer-Assisted methods Image analysis Data processing Image processing Digital techniques Imaging systems in medicine Bildgebendes Verfahren (DE-588)4006617-4 gnd |
| topic_facet | Diagnóstico por computador Diagnóstico por imagem Datenverarbeitung Diagnostic Imaging methods Image Processing, Computer-Assisted methods Image analysis Data processing Image processing Digital techniques Imaging systems in medicine Bildgebendes Verfahren |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016137325&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV023078949 |
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