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Multi-atlas labeling with population-specific template and non-local patch-based label fusion

Abstract : We propose a new method combining a population-specific nonlinear template atlas approach with non-local patch-based structure segmentation for whole brain segmentation into individual structures. This way, we benefit from the efficient intensity-driven segmentation of the non-local means framework and from the global shape constraints imposed by the nonlinear template matching.
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https://hal.archives-ouvertes.fr/hal-00739285
Contributor : Pierrick Coupé <>
Submitted on : Sunday, October 7, 2012 - 2:39:28 PM
Last modification on : Thursday, March 12, 2020 - 3:06:07 PM
Document(s) archivé(s) le : Tuesday, January 8, 2013 - 3:48:22 AM

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  • HAL Id : hal-00739285, version 1

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Vladimir Fonov, Pierrick Coupé, Simon Eskildsen, Jose Manjon, Louis Collins. Multi-atlas labeling with population-specific template and non-local patch-based label fusion. MICCAI 2012 Workshop on Multi-Atlas Labeling, Oct 2012, Nice, France. pp.63-66. ⟨hal-00739285⟩

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