Handbook of Biomedical Image Analysis
Broschiertes Buch

Handbook of Biomedical Image Analysis

Volume 3: Registration Models

Herausgegeben: Wilson, David; Laxminarayan, Swamy
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Our goal is to develop automated methods for the segmentation of thr- dimensional biomedical images. Here, we describe the segmentation of c- focal microscopy images of bee brains (20 individuals) by registration to one or several atlas images. Registration is performed by a highly parallel imp- mentation of an entropy-based nonrigid registration algorithm using B-spline transformations. We present and evaluate different methods to solve the cor- spondence problem in atlas based registration. An image can be segmented by registering it to an individual atlas, an average atlas, or multiple atla...