New Methods to Improve Large-Scale Microscopy Image Analysis with Prior Knowledge and Uncertainty
by
Stegmaier, Johannes
Title
:
New Methods to Improve Large-Scale Microscopy Image Analysis with Prior Knowledge and Uncertainty
Author
:
Stegmaier, Johannes
ISBN
:
9781000060225
9783731505907
Personal Author
:
Stegmaier, Johannes
Publication Information
:
KIT Scientific Publishing 2017
Physical Description
:
1 electronic resource (XII, 243 p. p.)
Abstract
:
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.
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 2196511-1001 | XX(2196511.1) | DOAB E-Books |