| 书目名称 | Handbook of Biomedical Image Analysis |
| 副标题 | Volume 3: Registrati |
| 编辑 | Jasjit S. Suri,David L. Wilson,Swamy Laxminarayan |
| 视频video | |
| 概述 | First time a work is being written which covers the role of image segmentation and image registration together.Three-volume sets constitutes a real system for effective use in biomedical applications |
| 丛书名称 | Topics in Biomedical Engineering. International Book Series |
| 图书封面 |  |
| 描述 | 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 atlases. When registering to multiple atlases, combining the individual segmentations into a ?nalsegmentationcanbeachievedbyatlasselection,ormulticlassi?erdecision fusion. Wedescribeallthesemethodsandevaluatethesegmentationaccuracies that they achieve by performing experiments with electronic phantoms as well as by comparing their outputs to a manual gold standard. The present work is focused on the mathematical and computational t- ory behind a technique for deformable image registration termed Hyperelastic Warping, and demonstration of the technique via applications in image regist- tion and str |
| 出版日期 | Book 2005 |
| 关键词 | 3D; Biomedical Image Analysis; Biomedical application; Resolution; Stent; Stereo; algorithms; biomedical ap |
| 版次 | 1 |
| doi | https://doi.org/10.1007/b104807 |
| isbn_softcover | 978-1-4899-9649-7 |
| isbn_ebook | 978-0-306-48608-1 |
| copyright | Springer-Verlag US 2005 |
发表于 2025-3-21 17:19:34
