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Module: | MatchingBasic |
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Finds a single occurrence of a predefined template on an image by analysing the Square Average Difference between pixel values.
Applications
Almost always inferior to NCC, so rarely used in real applications.
Name | Type | Range | Description | |
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inImage | Image | Image on which model occurrence will be searched | ||
inSearchRegion | Region* | Possible centers of the object occurrence | ||
inGrayModel | GrayModel | Model which will be sought | ||
inMinPyramidLevel | Integer | 0 - 12 | Defines the highest resolution level | |
inMaxPyramidLevel | Integer* | 0 - 12 | Defines the number of reduced resolution levels that can be used to speed up computations | |
inIgnoreBoundaryObjects | Bool | Flag indicating whether objects crossing image boundary should be ignored or not | ||
inMaxDifference | Real | 0.0 - | Maximum accepted average difference between pixel values | |
outObject | Object2D? | Found object | ||
outPyramidHeight | Integer | Highest pyramid level used to speed up computations | ||
diagImagePyramid | ImageArray | Pyramid of iteratively downsampled input image | ||
diagMatchPyramid | ImageArray | Locations found on each pyramid level | ||
diagScores | RealArray? | Scores of found match on each pyramid level |
Hardware Acceleration
This operation supports automatic parallelization for multicore and multiprocessor systems.
Complexity Level
This filter is available on Expert Complexity Level.