James Shackleford
High Performance Deformable Image Registration Algorithms for Manycore Processors
- ISBN 13:
- 9780124077416
- author:
- James Shackleford
- format:
- Paperback
- publisher:
- Morgan Kaufmann
- language:
- English
- Publication Year:
- 2013
- Pages:
- 122
- Dimensions:
- 152 mm X 229 mm
- Genre:
- Computers ; Internet
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
High Performance Deformable Image Registration Algorithms for Manycore Processors
This book presents highly data-parallel image registration algorithms suitable for modern multi-core architectures, including graphics processing units (GPUs). It focuses on deformable registration and demonstrates how to develop data-parallel versions of the algorithm for execution on the GPU.
Image registration is a fundamental step in comparing or fusing data from different sensor measurements. The book shows how to redesign widely used image registration algorithms to expose their underlying parallelism, and provides guidance on implementing these algorithms within the single instruction, multiple data (SIMD) model supported by GPUs.
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