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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.
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Demonstrates how to redesign widely used image registration algorithms so as to best expose the underlying parallelism available in these algorithms
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Shows how to pose and implement the parallel versions of the algorithms within the single instruction, multiple data (SIMD) model supported by GPUs
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Provides Programming "tricks" that can help readers develop other image processing algorithms, including registration algorithms for the GPU
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ABAP Objects: Introduction to Programming SAP Applications (SAP Press)ABAP (Advanced Business Application Programming) is a powerful programming language created specifically for developing SAP applications. ABAP Objects is the new object-oriented generation of this language, designed to respond to the needs of SAP's future strategies and environments.
Written by two leading experts and... | | Cultures of Mass Tourism (New Directions in Tourism Analysis)With more than 230 million international tourists a year, the Mediterranean region is the largest tourist destination in the world. Indeed, it is now less united by olive, grain and vine cultivation than the fortnightly pulse of the package tour, the circulation of resort types and the shared culture of sun-seeking tourism. This book argues that... | | The ABCs of IP AddressingOur world is rapidly becoming an Internet-based world, with tens of millions of homes, millions of businesses, and within a short period of time, possibly hundreds of millions of mobile professionals accessing the literal mother of all networks. One of the key problems affecting many Internet users, ranging from individual professionals to... |
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