New Methods to Improve Large-Scale Microscopy Image Analysis with Prior Knowledge and Uncertainty
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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Produktdetails
- ISBN: 978-3-7315-0590-7
- EAN: 9783731505907
- Produktnummer: 22317631
- Verlag: Karlsruher Institut für Technologie
- Sprache: Englisch
- Erscheinungsjahr: 2017
- Seitenangabe: 266 S.
- Masse: H24.0 cm x B17.0 cm x D1.6 cm 510 g
- Abbildungen: Paperback
- Gewicht: 510
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