Geometric Analysis of 3D Electron Microscopy Data

Autor:	Fred A. Hamprecht, Björn Andres, Ullrich Köthe, Thorben Kröger
Rok vydání:	2012
Předmět:	Geometric analysis business.industry Pipeline (computing) Discrete geometry Reduction (complexity) Segmentation Computer vision Graphical model Artificial intelligence Software repository Representation (mathematics) business Algorithm Mathematics
Zdroj:	Applications of Discrete Geometry and Mathematical Morphology ISBN: 9783642323126 WADGMM
DOI:	10.1007/978-3-642-32313-3_7
Popis:	We present a complete pipeline for the segmentation of 3-dimensional electron microscopy data. Efficient algorithms and parallelization have been developed to make the system applicable to data as large as eight gigavoxels. Discrete geometry plays a prominent role at several processing stages (initial watershed segmentation, cell complex representation, reduction of oversegmentation by a graphical model, topological and geometric feature computation). Many modules described here are available via our open-source software repository.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::2ebc68e08e9c3b139c80a77ff976992e https://doi.org/10.1007/978-3-642-32313-3_7 Zobrazit plný text záznamu