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tono/docs/nodes/Template Match.md

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# Template Match
Find a template pattern within a larger data field using normalised cross-correlation. The score output shows match quality (1 = perfect match). Equivalent to Gwyddion maskcor.c.
## Inputs
| Name | Type | Required | Description |
|------|------|----------|-------------|
| image | DATA_FIELD | Yes | Larger field to search in |
| template | DATA_FIELD | Yes | Smaller template pattern to find |
## Outputs
| Name | Type | Description |
|------|------|-------------|
| score | DATA_FIELD | Normalized cross-correlation score map |
| detections | IMAGE | Binary mask marking positions above the threshold |
## Controls
| Name | Type | Default | Description |
|------|------|---------|-------------|
| threshold | FLOAT | 0.8 | Minimum correlation score to mark as a detection (0.0-1.0) |
## Notes
- The template must be smaller than the image; equal or larger sizes are not supported.
- Normalized cross-correlation assumes uniform background; strong global gradients reduce detection accuracy.