High-performance deformable image registration algorithms for manycore processors / James Shackleford, Nagarajan Kandasamy, Gregory Sharp.

Format:

Book

Author/Creator:

Shackleford, James.

Kandasamy, Nagarajan, author.

Sharp, Gregory, author.

Series:

Gale eBooks

Language:

English

Subjects (All):

Computer algorithms.

Computer graphics.

Physical Description:

1 online resource (vi, 114 pages) : illustrations (some color)

Edition:

1st edition

Place of Publication:

Amsterdam ; Boston : Elsevier/MK, 2013.

Waltham, MA : Morgan Kaufmann, 2013.

Language Note:

English

System Details:

text file

Summary:

High Performance Deformable Image Registration Algorithms for Manycore Processors develops highly data-parallel image registration algorithms suitable for use on modern multi-core architectures, including graphics processing units (GPUs). Focusing on deformable registration, we show how to develop data-parallel versions of the registration algorithm suitable for execution on the GPU. Image registration is the process of aligning two or more images into a common coordinate frame and is a fundamental step to be able to compare or fuse data obtained from different sensor measurements. E

Contents:

Front Cover; High-Performance Deformable Image Registration Algorithms for Manycore Processors; Copyright Page; Contents; Biographies; 1 Introduction; 1.1 Introduction; 1.2 Applications of Deformable Image Registration; 1.3 Algorithmic Approaches to Deformable Registration; 1.4 Organization of Chapters; References; 2 Unimodal B-Spline Registration; 2.1 Introduction; 2.2 Overview of B-Spline Registration; 2.2.1 Using B-Splines to Represent the Deformation Field; 2.2.2 Computing the Cost Function; 2.2.3 Optimizing the B-Spline Coefficients; 2.3 B-Spline Registration on the GPU

3.4.4 Optimizing the B-Spline Coefficients3.5 Performance Evaluation; 3.5.1 Registration Quality; 3.5.2 Sensitivity to Control-Point Spacing; 3.6 Related Work; 3.7 Summary; References; 4 Analytic Vector Field Regularization for B-spline Parameterized Methods; 4.1 Introduction; 4.2 Theory and Mathematical Formalism; 4.3 Algorithmic Implementation; 4.4 Performance Evaluation; 4.4.1 Registration Quality; 4.4.2 Sensitivity to Volume Size; 4.4.3 Sensitivity to Control-Point Spacing; 4.5 Summary; References; 5 Deformable Registration Using Optical-Flow Methods; 5.1 Introduction

5.2 Demons Algorithm for Deformable Registration5.3 SIMD Version of Demons Algorithm; 5.4 Performance Evaluation; 5.5 Summary; References; 6 Plastimatch-An Open-Source Software for Radiotherapy Imaging; 6.1 Introduction; 6.2 Overview of Plastimatch; 6.2.1 Automatic 3D-3D Registration; 6.2.2 Cone-Beam CT and Digitally Reconstructed Radiographs; 6.2.3 Interactive (Landmark-Based) Image Registration; 6.2.4 2D-3D Registration; 6.2.5 Automatic Feature Detection and Matching; 6.2.6 Data Interchange; 6.2.7 User Interface; 6.3 Licensing; References

Notes:

Description based upon print version of record.

Includes bibliographical references.

Description based on publisher supplied metadata and other sources.

ISBN:

9780124078802

012407880X

OCLC:

854997085