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RegionMoment


Computes selected second-order moment of a region in regular and normalized ( divided by region area ) variant.

Name Type Description
inRegion Region Input region
inMomentType RegionMomentType
inCentral Bool
outMoment Real
outNormMoment Real

Description

The operation computes the mathematical features of a shape called moments. Those are sums computed as follows:

\[ \begin{aligned} Moment_{2,0}(R) &= \sum_{p \in R} p_x^2 \\ Moment_{1,1}(R) &= \sum_{p \in R} p_x p_y \\ Moment_{0,2}(R) &= \sum_{p \in R} p_y^2 \end{aligned} \]

The summing is conducted over region pixels, while \( p_x \) and \( p_y \) denote, accordingly, x and y coordinate of a pixel.

When inCentral parameter is set, the region is shifted before computations, so that its mass center is at location (0,0).

Hints

  • If the input region is not guaranteed to be non-empty, precede this filter with SkipEmptyRegion.

Errors

This filter can throw an exception to report error. Read how to deal with errors here: Error Handling

Error type Description
DomainError Not supported moment type in RegionMoment

Complexity Level

This filter is available on Basic Complexity Level.

See Also