High Performance Deformable Image Registration Algorithms for Manycore Processors is popular PDF and ePub book, written by James Shackleford in 2013-06-28, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, High Performance Deformable Image Registration Algorithms for Manycore Processors can be Read Online from any device for your convenience.
High Performance Deformable Image Registration Algorithms for Manycore Processors Book PDF 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. Extracting useful information from 2D/3D data is essential to realizing key technologies underlying our daily lives. Examples include autonomous vehicles and humanoid robots that can recognize and manipulate objects in cluttered environments using stereo vision and laser sensing and medical imaging to localize and diagnose tumors in internal organs using data captured by CT/MRI scans. Demonstrates how to redesign widely used image registration algorithms so as to best expose the underlying parallelism available in these algorithms Shows how to pose and implement the parallel versions of the algorithms within the single instruction, multiple data (SIMD) model supported by GPUs Provides Programming "tricks" that can help readers develop other image processing algorithms, including registration algorithms for the GPU
Detail Book of High Performance Deformable Image Registration Algorithms for Manycore Processors PDF
- Author : James Shackleford
- Release : 28 June 2013
- Publisher : Newnes
- ISBN : 9780124078802
- Genre : Computers
- Total Page : 123 pages
- Language : English
- PDF File Size : 19,6 Mb
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