Brain Warping

Note: Supplemental materials are not guaranteed with Rental or Used book purchases.

ISBN: 9780126925357 | 0126925356
Cover: Audio CD
Copyright: 11/12/1998

eBook

Available Instantly

Online: 1825 Days

Downloadable: Lifetime Access

$399.38

Brain Warping is the premier book in the field of brain mapping to cover the mathematics, physics, computer science, and neurobiological issues related to brain spatial transformation and deformation correction. All chapters are organized in a similar fashion, covering the history, theory, and implementation of the specific approach discussed for ease of reading. Each chapter also discusses the computer science implementations, including descriptions of the programs and computer codes used in its execution. Readers of Brain Warping will be able to understand all of the approaches currently used in brain mapping, incorporating multimodality, and multisubject comparisons.

Key Features
* The only book of its kind
* Subject matter is the fastest growing area in the field of brain mapping
* Presents geometrically-based approaches to the field of brain mapping
* Discusses intensity-based approaches to the field of brain mapping

Contributors

(2)

Preface

(2)

Acknowledgments

xiii

SECTION I OVERVIEW

(44)

1. An Introduction to Brain Warping

(26)

ARTHUR W. TOGA

PAUL THOMPSON

Overview and Preliminaries

(2)

Origins: A Historical Perspective

(1)

Warping Strategies

(2)

Applications

(10)

Visualization

(1)

Multidimensional Warping

(5)

Summary

(1)

References

(5)

2. Spatial Normalization

(18)

JOHN ASHBURNER

KARL J. FRISTON

Background

(2)

Theory

(1)

Mathematics

(3)

Implementation

(6)

Evaluation and Limitations

(4)

Future Directions

(1)

Conclusions

(1)

References

(1)

SECTION II INTENSITY BASED APPROACHES

(138)

3. Multiscale/Multiresolution Representations

(22)

STANISLAV KOVACIC

RUZENA BAJCSY

Introduction

(2)

Multiscale Basics

(9)

Registration in a Multiscale Framework

(1)

Some Multiscale Registration Schemes

(6)

Conclusions

(1)

References

(4)

4. Nonlinear Registration and Template-Driven Segmentation

(18)

SIMON WARFIELD

ANDRE ROBATINO

JOACHIM DENGLER

FERENC JOLESZ

RON KIKINIS

Introduction

(1)

Nonlinear Registration Techniques

(7)

Template-Driven Segmentation

(3)

Result

(5)

Discussion

(1)

References

(2)

5. Bayesian Framework for Image Registration Using Eigenfunctions

(16)

GARY E. CHRISTENSEN

Background

(1)

Theory

(1)

Mathematics

(2)

Implementations

(2)

Results

(4)

Assumptions and Limitations

(3)

References

(3)

6. Numerical Methods for High-Dimensional Warps

101

(14)

JAMES C. GEE

DAVID R. HAYNOR

Introduction

101

(1)

Broit's Iterative Solution

101

(3)

The Finite Element Method

104

(6)

Experimental Comparison of Methods

110

(2)

Summary

112

(1)

References

113

(2)

7. Large Deformation Fluid Diffeomorphisms for Landmark and Image Matching

115

(18)

MICHEAL I. MILLER

SARANG C. JOSHI

GARY E. CHRISTENSEN

Background and History

115

(2)

Theory for Generating Large Deformation Diffeomorphisms

117

(1)

Algorithms and Implementation for Large Deformation Diffeomorphisms

118

(4)

Results and Validation

122

(8)

References

130

(3)

8. ANIMAL: Automatic Nonlinear Image Matching and Anatomical Labeling

133

(10)

LOUIS COLLINS

A.C. EVANS

Introduction

133

(1)

Background

134

(1)

Methods

135

(6)

Conclusions

141

(1)

References

141

(2)

9. Diffusing Models and Applications

143

(14)

JEAN-PHILIPPE THIRION

Introduction

143

(1)

Nonrigid Matching Viewed as an Attraction Problem

143

(1)

Diffusing Models

144

(2)

Implementations Derived from the Concept of Diffusing Models

146

(1)

Experiments

147

(2)

Applications

149

(4)

Morphoanalysis

153

(1)

Conclusion

153

(1)

References

153

(4)

10. Linear Methods for Nonlinear Maps: Procrustes Fits, Thin-Plate Splines, and the Biometric Analysis of Shape Variability

157

(26)

FRED L. BOOKSTEIN

Overview

157

(1)

Introduction

158

(1)

Some Geometric-Statistical Theory

159

(6)

Implementations and Additional Linearizations

165

(11)

Implications for Other Methodologies

176

(2)

Concluding Comment: The Centrality of Careful: Linearizations for Medical Image Analysis

178

(2)

References

180

(3)

SECTION III GEOMETRICALLY BASED APPROACHES

183

(194)

11. Elastic Matching: Continuum Mechanical and Probabilistic Analysis

183

(16)

JAMES C. GEE

RUZENA K. BAJCSY

Introduction

183

(1)

Anatomy Atlas

184

(1)

Elastic Matching

184

(2)

Bayesian Generalization

186

(6)

Applications

192

(4)

Summary

196

(1)

References

196

(3)

12. Spatial Interpolants for Warping

199

(22)

HEINRICH MULLER

DETLEF RUPRECHT

Warping with Scattered Data Interpolation Methods

199

(1)

Distance-Weighted Methods

200

(3)

Radial Basis Functions

203

(2)

Simplex-Based Methods

205

(1)

Natural Neighbour Interpolation

206

(1)

Extended Data

207

(5)

Comparison of the Methods

212

(1)

Warping of Shapes Described by Formulas and Meshes

213

(3)

Warping of Raster Data

216

(3)

References

219

(2)

13. Global Pattern Matching

221

(20)

MICHAEL W. VANNIER

Background/History

221

(3)

Theory

224

(3)

Mathematics

227

(3)

Implementation

230

(5)

Validation/Acceptance/Assumptions/Limitations

235

(2)

Future Directions

237

(1)

Conclusions

238

(1)

References

238

(3)

14. Crest Lines for Curve-Based Warping

241

(22)

GERARD SUBSOL

Landmarks of the Cortical Surface

241

(3)

Crest Lines as Landmarks to Modelize Cortical Surface

244

(4)

Three-Dimensional Nonrigid Registrations of Crest Lines

248

(5)

Three-Dimensional Warping Based on Crest Lines

253

(5)

Conclusion

258

(1)

References

259

(4)

15. Surface-Based Spatial Normalization Using Convex Hulls

263

(20)

J. HUNTER DOWNS III

JACK L. LANCASTER

PETER T. FOX

Background

263

(2)

Theory

265

(4)

Implementations

269

(2)

Validation and Comparisons

271

(9)

Future Directions

280

(1)

Conclusions

281

(1)

References

281

(2)

16. Elastic Registration and Inference Using Oct-Tree Splines

283

(14)

STEPHANE LAVALLEE

ERIC BITTAR

RICHARD SZELISKI

Introduction

283

(1)

Previous Work

284

(1)

Problem Formulation

285

(2)

Least Squares Minimization

287

(1)

Fast Distance Computation

288

(1)

Hierarchical Oct-Tree Spline Deformations

289

(2)

Experimental Results

291

(2)

Discussion and Conclusions

293

(1)

References

294

(3)

17. Brain Templates

297

(14)

JOHN W. HALLER

Brain Images and Atlases

297

(4)

The Concept of Brain Templates

301

(2)

Theory

303

(5)

Applications

308

(1)

Limitations

308

(1)

References

309

(2)

18. Anatomically Driven Strategies for High-Dimensional Brain Image Warping and Pathology Detection

311

(26)

PAUL THOMPSON

ARTHUR W. TOGA

Challenges in Three-Dimensional Human Brain Mapping

311

(2)

Classification of Warping Algorithms

313

(9)

Cortical Surface Matching

322

(4)

Pathology Detection

326

(4)

Applications

330

(3)

Conclusions

333

(1)

References

333

(4)

19. Surface-Based Analyses of the Human Cerebral Contex

337

(28)

HEATHER A. DRURY

DAVID C. VAN ESSEN

MAURIZIO CORBETTA

ABRAHAM Z. SNYDER

Introduction

337

(1)

Surface Reconstruction

338

(9)

A Surface-Based Altas of the Human Cortex

347

(4)

Visualization and Analysis of Experimental Data

351

(2)

Compensating for Individual Variability

353

(5)

Discussion

358

(2)

References

360

(2)

Appendix: Available Software and Data

362

(3)

20. Automated Global Polynomial Warping

365

(12)

ROGER P. WOODS

Background

365

(1)

Automated Polynomial Warping Theory

366

(2)

Mathematics and Implementation

368

(3)

Validation and Comparison of Spatial Transformation Models

371

(3)

Future Directions

374

(2)

Conclusions

376

(1)

References

376

(1)

Index

377

Please wait while the item is added to your bag...

FREE SHIPPING

Amazon no longer offers textbook rentals. We do!

Brain Warping

Summary

Table of Contents

Supplemental Materials