Brain warping:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
San Diego [u.a.]
Acad. Press
1999
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIII, 385 S. Ill., graph. Darst. |
| ISBN: | 0126925356 |
Internformat
MARC
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| 300 | |a XIII, 385 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
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| 650 | 7 | |a Algorithmes |2 ram | |
| 650 | 7 | |a Cartographie cérébrale - Méthodes |2 ram | |
| 650 | 7 | |a Cerveau - Anatomie - Histologie |2 ram | |
| 650 | 7 | |a Cerveau - Physiologie |2 ram | |
| 650 | 7 | |a Imagerie par résonance magnétique |2 ram | |
| 650 | 7 | |a anatomie |2 inriac | |
| 650 | 7 | |a cerveau humain |2 inriac | |
| 650 | 7 | |a déformation image |2 inriac | |
| 650 | 7 | |a image biomédicale |2 inriac | |
| 650 | 7 | |a image cerveau |2 inriac | |
| 650 | 7 | |a transformation géométrique cerveau |2 inriac | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Mathematik | |
| 650 | 4 | |a Algorithms | |
| 650 | 4 | |a Brain Mapping |x methods | |
| 650 | 4 | |a Brain mapping |x Data processing | |
| 650 | 4 | |a Brain mapping |x Mathematics | |
| 650 | 4 | |a Brain |x anatomy & histology | |
| 650 | 4 | |a Brain |x physiology | |
| 650 | 4 | |a Magnetic Resonance Imaging |x methods | |
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Datensatz im Suchindex
| _version_ | 1804126848884408320 |
|---|---|
| adam_text | Coi
Contributors ix
Preface xi
Acknowledgments xiii
SECTION
i
OVERVIEW
1. An Introduction to Brain Warping
ARTHUR W. TOGA AND PAUL THOMPSON
Overview and Preliminaries 1
Origins: A Historical Perspective 3
Warping Strategies 4
Applications 6
Visualization 16
Multidimensional Warping 17
Summary 22
References 22
2. Spatial Normalization
|OHN ASHBURNER AND KARL J. FR1STON
Background 27
Theory 29
Mathematics 30
Implementation 33
Evaluation and Limitations 39
Future Directions 43
Conclusions 44
References 44
ntents
SECTION
n
INTENSITY BASED APPROACHES
3. Multiscale/Multiresolution
Representations
STANISLAV KOVACIC AND RUZENA BA)CSY
Introduction 45
Multiscale Basics 47
Registration in a Multiscale Framework 56
Some Multiscale Registration Schemes 57
Conclusions 63
References 63
4. Nonlinear Registration and Template Driven
Segmentation
SIMON WARflELD, ANDRE ROBATINO, |OACHIM DENGLER,
FERENC JOLESZ, AND RON KIKINIS
Introduction 67
Nonlinear Registration Techniques 68
Template Driven Segmentation 75
Results 78
Discussion 83
References 83
5. Bayesian Framework for Image Registration
Using Eigenfunctions
GARY E. CHRISTENSEN
Background 85
Theory 86
v
vi Co
Mathematics 87
Implementation 89
Results 91
Assumptions and Limitations 95
References 98
6. Numerical Methods for High Dimensional
Warps
JAMES C. GEE. AND DAVID R. HAYNOR
Introduction 101
Broit s Iterative Solution 101
The Finite Element Method 104
Experimental Comparison of Methods 110
Summary 112
References 113
7. Large Deformation Fluid Diffeomorphisms
for Landmark and Image Matching
MICHEAL 1. MILLER, SARANG C. JOSHI, AND GARY E. CHRISTENSEN
Background and History 115
Theory for Generating Large Deformation
Diffeomorphisms 117
Algorithms and Implementation for Large
Deformation Diffeomorphisms 118
Results and Validation 122
References 130
8. ANIMAL: Automatic Nonlinear Image
Matching and Anatomical Labeling
LOUIS COLLINS AND A.C. EVANS
Introduction 133
Background 134
Methods 135
Conclusion 141
References 141
9. Diffusing Models and Applications
JEAN PHILIPPE THIRJON
Introduction 143
Nonrigid Matching Viewed as an Attraction Problem 143
Diffusing Models 144
Implementations Derived from the Concept of
Diffusing Models 146
Experiments 147
Applications 149
Morphoanalysis 153
Conclusion 153
References 153
intents
10. Linear Methods for Nonlinear Maps:
Procrustes Fits, Thin Plate Splines, and the
Biometric Analysis of Shape Variability
FRED L. BOOKSTEIN
Overview 157
Introduction 158
Some Geometric Statistical Theory 159
Implementations and Additional Linearizations 165
Implications for Other Methodologies 176
Concluding Comment: The Centrality of Careful
Linearizations for Medical Image Analysis 178
References 180
SECTION
Hi
GEOMETRICALLY BASED
APPROACHES
11. Elastic Matching: Continuum Mechanical
and Probabilistic Analysis
]AMES C. GEE AND RUZENA K. BAJCSY
Introduction 183
Anatomy Atlas 184
Elastic Matching 184
Bayesian Generalization 186
Applications 192
Summary 196
References 196
12. Spatial Interpolants for Warping
HEINRICH MULLER AND DETLEF RUPRECHT
Warping with Scattered Data Interpolation Methods 199
Distance Weighted Methods 200
Radial Basis Functions 203
Simplex Based Methods 205
Natural Neighbor Interpolation 206
Extended Data 207
Comparison of the Methods 212
Warping of Shapes Described by Formulas and
Meshes 213
Warping of Raster Data 216
References 219
Coi
13. Global Pattern Matching
MICHAEL W. VANNIER
Background/History 221
Theory 224
Mathematics 227
Implementation 230
Validation/Acceptance/Assumptions/Limitations 235
Future Directions 237
Conclusions 238
References 238
14. Crest Lines for Curve Based Warping
GERARD SUBSOL
Landmarks of the Cortical Surface 241
Crest Lines as Landmarks to Modelize Cortical
Surface 244
Three Dimensional Nonrigid Registration of Crest
Lines 248
Three Dimensional Warping Based on Crest Lines 253
Conclusion 258
References 259
15. Surface Based Spatial Normalization Using
Convex Hulls
|. HUNTER DOWNS III, JACK L. LANCASTER, AND PETER T. FOX
Background 263
Theory 265
Implementation 269
Validation and Comparisons 271
Future Directions 280
Conclusions 281
References 281
16. Elastic Registration and Inference Using
Oct Tree Splines
STEPHANE LAVALLEE, ERIC BITTAR, AND RICHARD SZELISKI
Introduction 283
Previous Work 284
Problem Formulation 285
Least Squares Minimization 287
Fast Distance Computation 288
Hierarchical Oct Tree Spline Deformations 289
Experimental Results 291
Discussion and Conclusions 293
References 294
ntents Vli
17. Brain Templates
JOHN W. HALLER
Brain Images and Atlases 297
The Concept of Brain Templates 301
Theory 303
Applications 308
Limitations 308
References 309
18. Anatomically Driven Strategies for
High Dimensional Brain Image Warping
and Pathology Detection
PAUL THOMPSON AND ARTHUR W. TOGA
Challenges in Three Dimensional Human Brain
Mapping 311
Classification of Warping Algorithms 313
Cortical Surface Matching 322
Pathology Detection 326
Applications 330
Conclusions 333
References 333
19. Surface Based Analyses of the Human
Cerebral Cortex
HEATHER A. DRURY, DAVID C. VAN ESSEN, MAURIZIO CORBETTA,
AND ABRAHAM Z. SNYDER
Introduction 337
Surface Reconstruction 338
A Surface Based Atlas of the Human Cortex 347
Visualization and Analysis of Experimental Data 351
Compensating for Individual Variability 353
Discussion 358
References 360
Appendix: Available Software and Data 362
20. Automated Global Polynomial Warping
ROGER P. WOODS
Background 365
Automated Polynomial Warping Theory 366
Mathematics and Implementation 368
Validation and Comparison of Spatial
Transformation Models 371
Future Directions 374
Conclusions 376
References 376
Index 377
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| spelling | Brain warping Arthur W. Toga San Diego [u.a.] Acad. Press 1999 XIII, 385 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Algorithmes ram Cartographie cérébrale - Méthodes ram Cerveau - Anatomie - Histologie ram Cerveau - Physiologie ram Imagerie par résonance magnétique ram anatomie inriac cerveau humain inriac déformation image inriac image biomédicale inriac image cerveau inriac transformation géométrique cerveau inriac Datenverarbeitung Mathematik Algorithms Brain Mapping methods Brain mapping Data processing Brain mapping Mathematics Brain anatomy & histology Brain physiology Magnetic Resonance Imaging methods Gehirn (DE-588)4019752-9 gnd rswk-swf Bildgebendes Verfahren (DE-588)4006617-4 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Gehirn (DE-588)4019752-9 s Bildgebendes Verfahren (DE-588)4006617-4 s DE-604 Toga, Arthur W. Sonstige oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008288521&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Brain warping Algorithmes ram Cartographie cérébrale - Méthodes ram Cerveau - Anatomie - Histologie ram Cerveau - Physiologie ram Imagerie par résonance magnétique ram anatomie inriac cerveau humain inriac déformation image inriac image biomédicale inriac image cerveau inriac transformation géométrique cerveau inriac Datenverarbeitung Mathematik Algorithms Brain Mapping methods Brain mapping Data processing Brain mapping Mathematics Brain anatomy & histology Brain physiology Magnetic Resonance Imaging methods Gehirn (DE-588)4019752-9 gnd Bildgebendes Verfahren (DE-588)4006617-4 gnd |
| subject_GND | (DE-588)4019752-9 (DE-588)4006617-4 (DE-588)4143413-4 |
| title | Brain warping |
| title_auth | Brain warping |
| title_exact_search | Brain warping |
| title_full | Brain warping Arthur W. Toga |
| title_fullStr | Brain warping Arthur W. Toga |
| title_full_unstemmed | Brain warping Arthur W. Toga |
| title_short | Brain warping |
| title_sort | brain warping |
| topic | Algorithmes ram Cartographie cérébrale - Méthodes ram Cerveau - Anatomie - Histologie ram Cerveau - Physiologie ram Imagerie par résonance magnétique ram anatomie inriac cerveau humain inriac déformation image inriac image biomédicale inriac image cerveau inriac transformation géométrique cerveau inriac Datenverarbeitung Mathematik Algorithms Brain Mapping methods Brain mapping Data processing Brain mapping Mathematics Brain anatomy & histology Brain physiology Magnetic Resonance Imaging methods Gehirn (DE-588)4019752-9 gnd Bildgebendes Verfahren (DE-588)4006617-4 gnd |
| topic_facet | Algorithmes Cartographie cérébrale - Méthodes Cerveau - Anatomie - Histologie Cerveau - Physiologie Imagerie par résonance magnétique anatomie cerveau humain déformation image image biomédicale image cerveau transformation géométrique cerveau Datenverarbeitung Mathematik Algorithms Brain Mapping methods Brain mapping Data processing Brain mapping Mathematics Brain anatomy & histology Brain physiology Magnetic Resonance Imaging methods Gehirn Bildgebendes Verfahren Aufsatzsammlung |
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