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LocateMultipleObjects_SAD_Deprecated


Module: MatchingBasic

Finds multiple occurrences 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
Input value
inImage Image Image on which model occurrences will be searched
Input value
inSearchRegion Region* Possible centers of the object occurrences
Input value
inGrayModel GrayModel Model which will be sought
Input value
inMinPyramidLevel Integer 0 - 12 Defines the highest resolution level
Input value
inMaxPyramidLevel Integer* 0 - 12 Defines the number of reduced resolution levels that can be used to speed up computations
Input value
inIgnoreBoundaryObjects Bool Flag indicating whether objects crossing image boundary should be ignored or not
Input value
inMaxDifference Real 0.0 - Maximum accepted average difference between pixel values
Input value
inMinDistance Real 0.0 - Minimum distance between two matches
Output value
outObjects Object2DArray Found objects
Output value
outPyramidHeight Integer Highest pyramid level used to speed up computations
Diagnostic input
diagImagePyramid ImageArray Pyramid of iteratively downsampled input image
Diagnostic input
diagMatchPyramid ImageArray Locations found on each pyramid level
Diagnostic input
diagScores RealArrayArray Scores of found matches 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.