Wednesday, November 6, 2013

High Performance Deformable Image Registration Algorithms for Manycore Processors

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High Performance Deformable Image Registration Algorithms for Manycore Processors Title: High Performance Deformable Image Registration Algorithms for Manycore Processors
Author: Gregory Sharp, James Shackleford, Nagarajan Kandasamy
Publisher: 2013-07-29
Format: Online PDF (122 pages, 5MB)
Language: English
ISBN-10: 0124077412
ISBN-13: 9780124077416

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High Performance Deformable Image Registration Algorithms for Manycore Processors developing high data parallel image registration algorithms suitable for use on modern multi-core architectures, including the graphic processing unit (GPU). Focus on the registration of distortion, we see how to develop data parallel version of the algorithm registered in line for execution on the GPU. Image registration is the process of arranging two or more images into a common coordinate frame and is a basic step to be able to compare or merge data obtained from different sensors measurements

Table of Contents

Chapter 1. Introduction
Chapter 2. Overview of Image Registration Algorithms
Chapter 3. Deformable Registration using Optical Flow Methods
Chapter 4. Uni-Modal B-spline Registration
Chapter 5. Multi-Modal B-spline Registration
Chapter 6. Analytic Vector Field Regularization
Chapter 7. Plastimatch – An Open Source Software Suite for Image Reconstruction and Registration

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