High Performance Deformable Image Registration Algorithms for Manycore Processors

Biographies

Chapter 1. Introduction

Information in This Chapter:

1.1 Introduction

1.2 Applications of Deformable Image Registration

1.3 Algorithmic Approaches to Deformable Registration

1.4 Organization of Chapters

References

Chapter 2. Unimodal B-Spline Registration

Information in This Chapter:

2.1 Introduction

2.2 Overview of B-Spline Registration

2.3 B-Spline Registration on the GPU

2.4 Performance Evaluation

2.5 Summary

References

Chapter 3. Multimodal B-Spline Registration

Information in This Chapter

3.1 Introduction

3.2 Using B-Splines to Represent the Deformation Field

3.3 MI as A Cost Function

3.4 Efficient Computation of MI

3.5 Performance Evaluation

3.6 Related Work

3.7 Summary

References

Chapter 4. Analytic Vector Field Regularization for B-spline Parameterized Methods

Information in This Chapter:

4.1 Introduction

4.2 Theory and Mathematical Formalism

4.3 Algorithmic Implementation

4.4 Performance Evaluation

4.5 Summary

References

Chapter 5. Deformable Registration Using Optical-Flow Methods

Information in This Chapter:

5.1 Introduction

5.2 Demons Algorithm for Deformable Registration

5.3 SIMD Version of Demons Algorithm

5.4 Performance Evaluation

5.5 Summary

References

Chapter 6. Plastimatch—An Open-Source Software for Radiotherapy Imaging

Information in This Chapter:

6.1 Introduction

6.2 Overview of Plastimatch

6.3 Licensing

References