4.7 Article

Determining the geometry of boundaries of objects from medial data

期刊

INTERNATIONAL JOURNAL OF COMPUTER VISION
卷 63, 期 1, 页码 45-64

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SPRINGER
DOI: 10.1007/s11263-005-4946-5

关键词

Blum medial axis; skeletal structures; intrinsic geometry; relative geometry; radial shape operator; grassfire flow; radial flow; geometric medial map; relative critical set

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We consider a region Omega in R-2 or R-3 with generic smooth boundary B and Blum medial axis M, on which is defined a multivalued radial vector field U from points x on M to the points of tangency of the sphere at x with B. We introduce a radial shape operator S-rad and an edge shape operator S-E which measure how U bends along M. These are not traditional differential geometric shape operators, nonetheless we derive all local differential geometric invariants of 8 from these operators. This allows us to define from (M, U) a geometric medial map on M which corresponds, via a radial map from M to B, to the differential geometric properties of B. The geometric medial map also includes a description of the relative geometry of B. This is defined using the relative critical set of the radius function r on M. This set consists of a network of curves on M which describe where B is thickest and thinnest. It is computed using the covariant derivative of the tangential component of the unit radial vector field. We further determine how these invariants are related to the differential geometric invariants of M and how these invariants change under deforming diffeomorphisms of M.

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