Grid-based Image Registration

We introduce and discuss preliminary experience with an application that has vast potential to exploit the Grid for social benefit and offers interesting resource assessment and allocation challenges, having real-time aspects: image registration. Image registration is generally formulated as an opti...

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Published inGrid-Based Problem Solving Environments Vol. 239; pp. 435 - 448
Main Authors Gropp, William, Haber, Eldad, Heldmann, Stefen, Keyes, David, Miller, Neill, Schopf, Jennifer, Yang, Tianzhi
Format Book Chapter
LanguageEnglish
Published The Netherlands Springer 2007
Springer US
SeriesIFIP The International Federation for Information Processing
Subjects
asynchronous numerical algorithms
Computer science
Grid-based processing
Medical image registration
MPI-based parallelization
Online AccessGet full text
ISBN0387736581
9780387736587
ISSN1571-5736
DOI10.1007/978-0-387-73659-4_26

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Abstract We introduce and discuss preliminary experience with an application that has vast potential to exploit the Grid for social benefit and offers interesting resource assessment and allocation challenges, having real-time aspects: image registration. Image registration is generally formulated as an optimization problem that satisfies constraints, such as coordinate displacements that are affine or volumepreserving or that obey the laws of elasticity. Three-dimensional registration of high-resolution images is computationally complex and justifies parallel implementation. In turn, ensembles of registration tasks exploit concurrency in the simpler sense of job farming.
AbstractList We introduce and discuss preliminary experience with an application that has vast potential to exploit the Grid for social benefit and offers interesting resource assessment and allocation challenges, having real-time aspects: image registration. Image registration is generally formulated as an optimization problem that satisfies constraints, such as coordinate displacements that are affine or volumepreserving or that obey the laws of elasticity. Three-dimensional registration of high-resolution images is computationally complex and justifies parallel implementation. In turn, ensembles of registration tasks exploit concurrency in the simpler sense of job farming.
Author Gropp, William
Schopf, Jennifer
Haber, Eldad
Yang, Tianzhi
Heldmann, Stefen
Keyes, David
Miller, Neill
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Notes Please use the following format when citing this chapter: Gropp, W., Haber, E., Heldmann, S., Keyes, D., Miller, N., Schopf, J., Yang, T., 2007, in IFIP International Federation for Information Processing, Volume 239, Grid-Based Problem Solving Environments, eds. Gaffney, P. W., Poll, J. C. T., (Boston: Springer), pp. 435–448.
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PublicationSubtitle IFIP Tc2/Wg2.5 Working Conference on Grid-based Problem Solving Environments - Implications for Development and Deployment of Numerical Software, July 17-21, 2006, Prescott, Arizona, USA
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Snippet We introduce and discuss preliminary experience with an application that has vast potential to exploit the Grid for social benefit and offers interesting...
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StartPage 435
SubjectTerms asynchronous numerical algorithms
Computer science
Grid-based processing
Medical image registration
MPI-based parallelization
Title Grid-based Image Registration
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Volume 239
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