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High performance deformable image registration algorithms for manycore processors

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...

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Detalles Bibliográficos
Autores principales: Shackleford, James, Kandasamy, Nagarajan, Sharp, Gregory
Lenguaje:eng
Publicado: Elsevier 2013
Materias:
Acceso en línea:http://cds.cern.ch/record/1606256
Descripción
Sumario: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