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--- | ||
title: Multi-dimensional data | ||
teaching: 60 | ||
exercises: 60 | ||
--- | ||
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::::::::::::::::::::::::::::::::::::::: objectives | ||
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- Learn about multi-dimensional image data such as 3D volumetric stacks and time-lapses. | ||
- Visualize multi-dimensional data interactively using Napari. | ||
- Learn to use the basic functionality of the Napari GUI including overlaying masks over images. | ||
- Construct an analysis workflow to measure properties of 3D objects in a 3D volumetric image stack. | ||
- Construct an analysis workflow to measure changes over time from a time-lapse movie. | ||
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:::::::::::::::::::::::::::::::::::::::::::::::::: | ||
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:::::::::::::::::::::::::::::::::::::::: questions | ||
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- How can we scikit-image to perform image processing tasks on multi-dimensional image data? | ||
- How can we visualise the results using Napari? | ||
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:::::::::::::::::::::::::::::::::::::::::::::::::: | ||
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:::::::::::::::::::::::::::::::::::::::: keypoints | ||
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- We open access the Napari n-dimensional image viewer with `Napari.Viewer` objects. | ||
- `Image` and `Label` layers can be added to a viewer with `Napari.Viewer.add_image` | ||
and `Napari.Viewer.add_label` respectively. | ||
- Many scikit-image functions such as `skimage.filters.gaussian`, `ski.threshold.threshold_otsu`, | ||
`ski.measure.label` and `ski.measure.regionprops` work with 3D image data. | ||
- Iterate through time-points to analyse time-lapse movies. | ||
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:::::::::::::::::::::::::::::::::::::::::::::::::: |
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# - another-learner.md | ||
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# Order of episodes in your lesson | ||
episodes: | ||
episodes: | ||
- 01-introduction.md | ||
- 02-image-basics.md | ||
- 03-skimage-images.md | ||
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- 07-thresholding.md | ||
- 08-connected-components.md | ||
- 09-challenges.md | ||
- 10-multi-dimensional-data.md | ||
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# Information for Learners | ||
learners: | ||
learners: | ||
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# Information for Instructors | ||
instructors: | ||
instructors: | ||
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# Learner Profiles | ||
profiles: | ||
profiles: | ||
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# Customisation --------------------------------------------- | ||
# | ||
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