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Learning-based Deformation Estimation for Fast Non-rigid Registration

This paper presents a learning-based deformation estimation method for fast non-rigid registration. First, a PCA-based statistical deformation model is constructed using the deformation fields obtained by conventional registration algorithms between a template image and training subject images. Then...

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Main Authors: Kim, Min-Jeong, Kim, Myoung-Hee, Shen, Dinggang
Format: Artigo
Jezik:Inglês
Izdano: 2008
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2907542/
https://ncbi.nlm.nih.gov/pubmed/20651935
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CVPRW.2008.4563006
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