Surface Reconstruction Level Sets Computer Graphics Hoppe et al, - - PDF document

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Surface Reconstruction Level Sets Computer Graphics Hoppe et al, - - PDF document

Surface Reconstruction Level Sets Computer Graphics Hoppe et al, Surface reconstruction from unorganized points, ACM Siggraph92 Smooth Surface Reconstruction via Natural Neighbour In- terpolation of Distance Functions,


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SLIDE 1

Surface Reconstruction Level Sets Computer Graphics

  • Hoppe et al, Surface reconstruction from unorganized points,

ACM Siggraph’92

  • Smooth Surface Reconstruction via Natural Neighbour In-

terpolation of Distance Functions, ACM SoCG’00

  • Alexa et al., Point Set Surfaces, IEEE Vis. 2001
  • Carr et al, Reconstruction and Representation of 3D Ob-

jects With Radial Basis Functions, ACM Siggraph’01

1

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SLIDE 2

Barycentric coordinates: exples

✂✁ ☎✄ ☎✆
✞ ✟

p

rp1

sp2

tp3 r

area

☛✌☞ ☛ pp1p3 ✍✎✍

area

☛✏☞ ☛ p1p2p3 ✍✑✍

s

area

☛✏☞ ☛ pp2p3 ✍✎✍

area

☛✌☞ ☛ p1p2p3 ✍✎✍

t

area

☛✌☞ ☛ pp1p2 ✍✑✍

area

☛✌☞ ☛ p1p2p3 ✍✎✍

No simplices —n

p

1?

✔ ✔ ✔✖✕ ✔ ✕

2

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SLIDE 3

Natural coordinates: Sibson’s coordinates

  • Definition. 1 Sibson’s coordinates:

λi

area

☛ Vor ☛ p pi ✍✎✍

area

☛ Vor ☛ p ✍✎✍ ✁✄✂ ✁ ☎✝✆ ✁✟✞✠✁✄✂☛✡ ☞✍✌✏✎✑✆ ✁✟✞✠✁✒✂✓✡
  • Theorem. 1 Barycentric equality:

p

✠ ∑

i

λipi

3

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SLIDE 4

Reconstruction of smooth surfaces

Defs:h

☛ p ✍ ✠

∑iλi

☛ p ✍ hi ☛ p ✍
  • ∂ ˆ

S

h

1 ☛ 0 ✍ ✁✄✂ ☎ ✂ ✁ ✆ ✂✞✝ ✁✠✟ ✡ ☛ ☞ ✌ Observation: h interpolates the points and the hi ✌ Observation: Guarantees. . .

4

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SLIDE 5

Detecting the bipolar facets

✂✁ ☎✄ ✆✝✆ ✁ ✆✞✆ ✄ ✟✡✠
  • Def. A Delaunay triangle is called bipolar if

IF

☛ cc1 ✍ ☛ IF ☛ cc2 ✍ ☞

5

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SLIDE 6

Implicit surface Restricted Delaunay Triangulation

6

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SLIDE 7

Implicit versus Modified Implicit

  • Limitations

– Natural weights / coordinates – Merits of the 0-level set?

  • Code integrated to CATIA-v5 (March 2001)

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