Hough Transform

Parametric Model

A parametric model can represent a class of instances where each is defined by a value of the parameters.

Examples include lines, or circles, or even a parameterized template.

Fitting a parametric model

  1. Choose a parametric model to represent a set of features。

  2. Membership criterion is not local:

    Cannot tell whether a point in the image belongs to a given model just by looking at that point

  3. Computational complexity is important

    Not feasible to examine possible parameter setting

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