low pri features
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docs/nodes/Grain Visualization.md
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docs/nodes/Grain Visualization.md
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# Grain Visualization
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Visualize labeled grains as geometric shapes — inscribed discs, bounding boxes, centroid markers, or fitted ellipses. Produces a mask image with the chosen shapes and a labeled field where each grain has a unique integer value. Equivalent to Gwyddion's grain selection visualization (grain_makesel).
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## Inputs
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| Name | Type | Required | Description |
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|------|------|----------|-------------|
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| field | DATA_FIELD | Yes | Source data field providing spatial reference and calibration |
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| mask | IMAGE | Yes | Binary grain mask (white = grain region) |
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## Outputs
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| Name | Type | Description |
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|------|------|-------------|
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| result | IMAGE | Visualization mask with geometric shapes drawn for each grain |
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| labeled | DATA_FIELD | Labeled field where each connected grain region has a unique integer value |
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## Controls
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| Name | Type | Default | Description |
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|------|------|---------|-------------|
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| style | dropdown | inscribed_disc | Visualization style: inscribed_disc, bounding_box, centroid, or ellipse |
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| fill | BOOLEAN | False | When enabled, shapes are filled; when disabled, only outlines are drawn |
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## Notes
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- **inscribed_disc**: Draws a circle at each grain centroid with the inscribed disc radius (maximum of the distance transform within the grain).
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- **bounding_box**: Draws an axis-aligned rectangle around each grain's bounding box.
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- **centroid**: Draws small cross markers at each grain's centroid.
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- **ellipse**: Fits an ellipse to each grain using the inertia tensor to determine the major/minor axes and orientation angle.
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- When fill is disabled, outlines are drawn with approximately 1-2 pixel thickness.
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- The labeled output assigns each connected grain region a unique positive integer; background pixels are zero.
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- The mask and field must have the same pixel dimensions.
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