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Turning Number Number of orbits in Gauß image Different homotopy classes in image CS177 (2012) - Discrete Differential Geometry 9 Turning Number Thm. For a closed curve CS177 (2012) - Discrete Differential Geometry 10 Discrete Setting CS177 (2012) - Discrete Differential Geometry 11 Inscribed Polygon: Finite number of vertices on curve, curve ordered  straight edges  CS177 (2012) - Discrete Differential Geometry 12 Length Sum of edge lengths CS177 (2012) - Discrete Differential Geometry 13 Length Smooth curve  limit of inscribed polygon lengths CS177 (2012) - Discrete Differential Geometry 14 Total Signed Curvature Sum of turning angles CS177 (2012) - Discrete Differential Geometry 15 Discrete Gauß Map Edges map to points, vertices map to arcs CS177 (2012) - Discrete Differential Geometry 16 Discrete Gauß Map Turning number well-defined for discrete curves CS177 (2012) - Discrete Differential Geometry 17 Turning Number Theorem Closed curve the total signed curvature is an integer multiple of 2.  proof: sum of exterior angles  CS177 (2012) - Discrete Differential Geometry 18 Structure-Preservation Arbitrary discrete curve total signed curvature obeys discrete turning number theorem  even on a coarse mesh  can be crucial   d depending di on the h application li i CS177 (2012) - Discrete Differential Geometry 19 Convergence Consider refinement sequence length of inscribed polygon to length of smooth curve  discrete measure approaches continuous analogue  which refinement sequence?    depends on discrete operator pathological sequences may exist CS177 (2012) - Discrete Differential Geometry 20 Recall: Total Signed Curvature Sum of turning angles CS177 (2012) - Discrete Differential Geometry 21 Another Definition Curvature normal signed g curvature (scalar) unit normal (vector) CS177 (2012) - Discrete Differential Geometry 22 Curvature normal Gradient of length  define discrete curvature CS177 (2012) - Discrete Differential Geometry 23 Gradient of Length CS177 (2012) - Discrete Differential Geometry 24 Gradient of Length CS177 (2012) - Discrete Differential Geometry 25 Gradient of Length CS177 (2012) - Discrete Differential Geometry 26 Gradient of Length + CS177 (2012) - Discrete Differential Geometry 27 Gradient of Length CS177 (2012) - Discrete Differential Geometry 28 Gradient of Length CS177 (2012) - Discrete Differential Geometry 29 Gradient of Length CS177 (2012) - Discrete Differential Geometry 30 Moral of the Story Structurepreservation For an arbitrary (even coarse) discrete curve, the discrete measure of curvature obeys the discrete turning number th theorem. Convergence In the limit of a refinement sequence, discrete measures of length and curvature agree with continuous measures. CS177 (2012) - Discrete Differential Geometry 31