In
mathematics
Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, the matching distance
[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.][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.] is a
metric on the space of
size function
Size functions are shape descriptors, in a geometrical/topological sense. They are functions from the half-plane x to the natural numbers, counting certain s.
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
and
, let
(resp.
) be the multiset of
all cornerpoints and cornerlines for
(resp.
) counted with their
multiplicities, augmented by adding a countable infinity of points of the
diagonal
.
The ''matching distance'' between
and
is given by
where
varies among all the bijections between
and
and
:
Roughly speaking, the matching distance
between two size functions is the minimum, over all the matchings
between the cornerpoints of the two size functions, of the maximum
of the
-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
. Moreover, the definition of
implies that matching two points of the diagonal has no cost.
See also
*
Size theory In mathematics, size theory studies the properties of topological spaces endowed with \mathbb^k-valued functions, with respect to the change of these functions. More formally, the subject of size theory is the study of the natural pseudodistance ...
*
Size function
Size functions are shape descriptors, in a geometrical/topological sense. They are functions from the half-plane x to the natural numbers, counting certain
*
Size functor
Given a size pair (M,f)\ where M\ is a manifold of dimension
n\ and f\ is an arbitrary real continuous function defined
on it, the i-th size functor, with i=0,\ldots,n\ , denoted by F_i\ , is the functor in Fun(\mathrm,\mathrm)\ , where \ ...
*
Size homotopy group
The concept of size homotopy group is analogous in size theory of the classical concept of homotopy group. In order to give its definition, let us assume that a size pair (M,\varphi) is given, where M is a closed manifold of class C^0\ and \var ...
*
Natural pseudodistance In size theory, the natural pseudodistance between two size pairs (M,\varphi:M\to \mathbb)\ , (N,\psi:N\to \mathbb)\ is the value \inf_h \, \varphi-\psi\circ h\, _\infty\ , where h\ varies in the set of all homeomorphisms from the manifold M\ to ...
References
{{DEFAULTSORT:Matching Distance
Topology