New Methods to Improve Large-Scale Microscopy Image Analysis with Prior Knowledge and Uncertainty

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ISBN: 3731505908
ISBN 13: 9783731505907
Autor: Stegmaier, Johannes
Verlag: Karlsruher Institut für Technologie
Umfang: 266 S., 40 farbige Illustr.
Erscheinungsdatum: 08.02.2017
Auflage: 1/2017
Format: 1.7 x 24 x 17
Gewicht: 512 g
Produktform: Kartoniert
Einband: KT
Artikelnummer: 2010885 Kategorie:

Beschreibung

Multidimensional imaging techniques provide powerful ways to examine various kinds of scientific questions. The routinely produced data sets in the terabyte-range, however, can hardly be analyzed manually and require an extensive use of automated image analysis. The present work introduces a new concept for the estimation and propagation of uncertainty involved in image analysis operators and new segmentation algorithms that are suitable for terabyte-scale analyses of 3D+t microscopy images.

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