Weighted Manifold Alignment using Wave Kernel Signatures for Aligning Medical image Datasets.
IEEE Transactions on Pattern Analysis and Machine Intelligence(2020)
摘要
Manifold alignment (MA) is a technique to map many high-dimensional datasets to one shared low-dimensional space. Here we develop a pipeline for using MA to reconstruct high-resolution medical images. We present two key contributions. First, we develop a novel MA scheme in which each high-dimensional dataset can be differently weighted preventing noisier or less informative data from corrupting th...
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关键词
Manifolds,Kernel,Biomedical imaging,Pipelines,Laplace equations,Two dimensional displays
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