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ImageCorrelationImage
Header: | FIL.h |
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Namespace: | fil |
Computes an image of correlation between a pattern and the input image at each possible location.
Syntax
void fil::ImageCorrelationImage ( const fil::Image& inImage, const fil::Image& inPatternImage, ftl::Optional<const fil::Region&> inRoi, ftl::Optional<const fil::Region&> inPatternRoi, fil::CorrelationMeasure::Type inCorrelationMeasure, fil::Image& outImage )
Parameters
Name | Type | Default | Description | |
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inImage | const Image& | Input image | |
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inPatternImage | const Image& | Pattern to be compared with input image | |
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inRoi | Optional<const Region&> | NIL | Range of pixels to be processed |
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inPatternRoi | Optional<const Region&> | NIL | Range of pixels in the pattern to be processed |
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inCorrelationMeasure | CorrelationMeasure::Type | Measure of correlation | |
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outImage | Image& | Output image |
Description
The operation computes the correlation between inImage and inPatternImage. The inPatternImage is aligned at each location of the inImage and the similarity between the inPatternImage and the corresponding part of the inImage is estimated using the inCorrelationMeasure as in ImageCorrelation filter. The result is stored in the pixel of the outImage that corresponds to the location at which the center of inPatternImage was aligned to the inImage.
Examples
![]() A sample inImage. |
![]() A sample inPatternImage. |
![]() The resulting outImage multiplied by 255. |
![]() The locations in the inImage corresponding to the brightest points of the outImage. |
Hardware Acceleration
This operation supports automatic parallelization for multicore and multiprocessor systems.
This operation supports processing on OpenCL compatible device (when inRoi=NIL, inPatternRoi=NIL and pixel type is uint8).
Errors
List of possible exceptions:
Error type | Description |
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DomainError | Not supported correlation measure in ImageCorrelationImage. |
See Also
- ImageCorrelation – Computes the correlation of pattern and image.
- LocateMultipleObjects_NCC – Finds all occurrences of a predefined template on an image by analysing the normalized correlation between pixel values.