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Transcript
Elastically Deformable Models
Demetri Terzopoulos
John Platt
Kurt Fleischer
1987
1
Outline





Dynamics of Deformable Models
Energies of Deformation
Applied Forces
Implementation of Deformable Models
Simulation Examples
2
Dynamics of Deformable Models

Lagrange’s form:
Inertial force





external force
damping force elastic force
a: a point in a body
r(a,t): position of a at time t
μ(a): mass density of the body at a
γ(a): damping density of the body at a
ε(r): a function, potential energy of deformation
3
Energies of Deformation

Develop potential energies of deformation ε(r)
associated with the elastically deformable
models.


Analysis of Deformation
Energies for Curves, Surfaces, and Solids
4
Analysis of Deformation

Distance between two point in Euclidean 3-space:

Metric tensor G:

Curvature tensor B:
n: unit surface normal

For space curve:

Arc length: s(r(a)) Curvature: κ(r(a)) Torsion: τ(r)
5
Energies for Curves, Surfaces, and Solids

Curve:
resistance: α-streching, β-bending , γ-twisting

Surface:
Matrix norm

Solid:
!! For rigid motion, ε(r) = 0.
6
Applied Forces

Gravitational force:
g: gravitational field

Spring force:
k: spring constant

Force on the surface of body:
c: strength of the fluid force n(a): unit normal on the surface
v(a,t): velocity of the surface relative to some constant stream velocity

Net external force:
f(r,t) = fgravity + fspring + fviscous + fcollision
7
Implementation of Deformable Models



A Simplified Elastic Force
Discretization
Numerical Integration Through Time
8
A Simplified Elastic Force

Simplified deformation energy for a surface:
first
variational
derivative
 ij , ij
δεr

δr
7
are weighting function.
δε(r)

δr
 ij : tension
 ij : rigidity
 ij,
 ij : resistance
9
Discretization

1/2
continuous → discrete

Forward first differnece oprators:

Backward first differnece oprators:

Forward and backward cross difference operators:

Central second difference operators:
10
Discretization
2/2

 elastic force:

discrete form equations (1):
11
Numerical Integration Through Time

t = 0 to t = T is subdivided into equal time steps △t
12
Simulation Examples

1
Two different static behaviors of an elastic surface.


a: simulates a thin plate. (  ij= 0,  ij = positive constant)
b: simulates a membrane. ( ij > 0,  ij = 0)
 ij
(a)
(b)
13
Simulation Examples

2
A ball resting on a supporting elastic solid.


The solid has a metric tensor.
The internal elastic force interacts with the collision force to deform the
solid.
14
Simulation Examples

3
A shrink wrap effect.


a: a model of a rigid jack.
b: a spherical membrane is stretched to surround the jack.
(a)
(b)
15
Simulation Examples

4
Simulation of a flag waving in the wind.
16
Simulation Examples

5
Simulation of a carpet falling onto two rigid bodies in a
gravitational field.
 Modeled as a membrane. (  ij= 0,  ij = positive constant)

The carpets slides off the bodies due to the interaction between gravity
and repulsive collision force.
17