Matching distance

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In mathematics, the matching distance[1][2] is a metric on the space of size functions.

Example: The matching distance between 1=r+a+b and 2=r+a is given by dmatch(1,2)=max{δ(r,r),δ(b,a),δ(a,Δ)}=4

The core of the definition of matching distance is the observation that the information contained in a size function can be combinatorially stored in a formal series of lines and points of the plane, called respectively cornerlines and cornerpoints.

Given two size functions 1 and 2, let C1 (resp. C2) be the multiset of all cornerpoints and cornerlines for 1 (resp. 2) counted with their multiplicities, augmented by adding a countable infinity of points of the diagonal {(x,y)2:x=y}.

The matching distance between 1 and 2 is given by dmatch(1,2)=minσmaxpC1δ(p,σ(p)) where σ varies among all the bijections between C1 and C2 and

δ((x,y),(x,y))=min{max{|xx|,|yy|},max{yx2,yx2}}.

Roughly speaking, the matching distance dmatch between two size functions is the minimum, over all the matchings between the cornerpoints of the two size functions, of the maximum of the L-distances between two matched cornerpoints. Since two size functions can have a different number of cornerpoints, these can be also matched to points of the diagonal Δ. Moreover, the definition of δ implies that matching two points of the diagonal has no cost.

See also

References

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  1. Michele d'Amico, Patrizio Frosini, Claudia Landi, Using matching distance in Size Theory: a survey, International Journal of Imaging Systems and Technology, 16(5):154–161, 2006.
  2. Michele d'Amico, Patrizio Frosini, Claudia Landi, Natural pseudo-distance and optimal matching between reduced size functions, Acta Applicandae Mathematicae, 109(2):527-554, 2010.