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In file AAMMesh.h:

class CAAMModel

The core Active Apperance Model object.

Inheritance:

CAAMModel - CAAMObject


Public Methods

[more]inline double AddExtents() const
Returns the amount shape extents added (warning: shape extents will be remove in later versions)
[more]bool ApproxExample( const CString &filename, CDMultiBand<TAAMPixel> &outImg ) const
Doing model approximation of an (unseen) example.
[more] CAAMModel( const CAAMModel &m )
Copy constructor.
[more] CAAMModel()
Constructor. Set up the default settings.
[more]void Combined2ShapeParam( const CDVector &c, CDVector &b_s ) const
Converts combined model parameters to shape parameters.
[more]void Combined2TexParam( const CDVector &c, CDVector &b_g ) const
Converts combined model parameters to texture parameters.
[more]inline const CAAMDeformPCA& CombinedPCA() const
Returns the combined PCA
[more]void ConstrainSearchParameters( CDVector &c, CDVector &pose ) const
Constrain the pose and model parameters.
[more]bool EstimatePose( const CDMultiBand<TAAMPixel> image, const CAAMShape &shape, CDVector &pose ) const
Estimate the pose of a shape using the pose regression matrix.
[more]inline bool IsConvexHullUsed() const
Returns true if the texture model is based on the convex hull
[more]inline const CAAMShape& MeanShape() const
Returns the mean shape
[more]inline double MeanShapeSize() const
Returns the mean shape size, ie.
[more]inline const CDVector& MeanTexture() const
Returns the mean texture
[more]double ModelEstimateTexDiff( const CDMultiBand<TAAMPixel> &image, const CDVector &c, CAAMShape &estimate, CDVector &diff, const int similaritym, const bool useInterpolation ) const
Calculates the pixel difference from a model instance and an image.
[more]void ModelImage( const CDVector &c, CDMultiBand<TAAMPixel> &outImg, const CAAMShape* matchPose, const bool fitTexture ) const
Generates a model image based on the parameters in 'c'.
[more]void ModelImageEx( const CAAMShape &shape, const CDVector &texture, CDMultiBand<TAAMPixel> &outImg, const bool renderImage, const bool fitTexture ) const
Generates a synthetic image from the AAM.
[more]inline int NBands() const
Returns the number of bands in the model
[more]int NTextureSamples() const
Returns the number of samples in the texture model
[more]void NormalizeTexture(CDVector &texture) const
Normalizes a texture vector.
[more]CAAMModel::CAAMOptRes OptimizeModel( const CDMultiBand<TAAMPixel> &image, CAAMShape &s, CDVector &c, const int maxIterations, std::vector<CAAMOptState>* pOptStates, bool disableDamping ) const
Performs AAM optimization of a shape.
[more]CAAMModel::CAAMOptRes OptimizeModelByFineTuning( const CDMultiBand<TAAMPixel> &image, CAAMShape &s, CDVector &c, const int maxIterations, const int similaritym, const int optimizer ) const
Perform general-purpose optimization of the AAM.
[more]const CDMatrix& Qg() const
The texture part of the combined PCA eigenvectors
[more]const CDMatrix& Qs() const
The shape part of the combined PCA eigenvectors
[more]const CDMatrix& Rc() const
Texture parameter update prediction matrix
[more]bool ReadModel( const CString &filename )
Reads the complete AAMModel from disk.
[more]inline int ReductionFactor() const
Returns the reduction factor of the training set that this model was built on
[more]const CAAMReferenceFrame& ReferenceFrame() const
Returns the reference frame of the model
[more]const CAAMShape& ReferenceShape() const
Returns the reference shape.
[more]const CDMatrix& Rt() const
Pose parameter update prediction matrix
[more]int SampleShape( const CDMultiBand<TAAMPixel> &image, const CAAMShape &shape, CDVector &textureSamples, const bool normalize, const bool useInterpolation, const bool map ) const
Builds a texture vector from an image and a shape.
[more]void SetPoseParameterUpdateConstraints( const CDVector &pc )
Sets constraints on the pose parameter updates.
[more]void SetShapeParameterUpdateConstraints( const CDVector &mean, const CDVector &sd )
Sets user-specified shape parameter update constraints.
[more]void Shape2Combined( const CAAMShape &shape, const CDMultiBand<TAAMPixel> &image, CDVector &c ) const
Projects a shape into a set of c parameters.
[more]void Shape2Param( const CAAMShape &shape, CDVector &b_s ) const
Projects a shape into a set of shape parameters.
[more]void ShapeFreeImage( const CDVector &textureSamples, CDMultiBand<TAAMPixel> &outImg, const bool deMap ) const
Generates a shape free image using a vector of texture samples.
[more]void ShapeFreeImage( const CDVector &textureSamples, CDMatrix &m, const bool deMap, const bool normalize ) const
Generates a shape free image using a vector of texture samples.
[more]void ShapeInstance( const CDVector &c, CAAMShape &outShape ) const
Generates a shape based on a set of model parameters.
[more]inline const CAAMDeformPCA& ShapePCA() const
Returns the shape PCA
[more]void ShapePCAInstance( const CDVector &b_s, CAAMShape &outShape ) const
Generates a shape based on a set of shape b-parameters.
[more]void ShapeTex2Combined( const CAAMShape &shape, const CDVector &texture, CDVector &c ) const
Projects the shape and texture into c-space.
[more]void ShapeTex2Param( const CAAMShape &shape, const CDVector &texture, CDVector &b ) const
Extract the b-parameters from a shape and corresponding texture.
[more]void ShapeTexParam2Combined( const CDVector &b, CDVector &c ) const
Transforms the concatenated b-parameters into c-parameters.
[more]void ShapeTexParam2Combined( const CDVector &b_s, const CDVector &b_g, CDVector &c ) const
Projects shape and texture parameters into the combined eigenspace.
[more]void ShapeTexParam2Combined( const std::vector<CDVector> &bVectors, std::vector<CDVector> &cVectors ) const
Converts a set of b-vectors to combined model parameters (c-vectors).
[more]void TextureInstance( const CDVector &c, CDVector &outTexture ) const
Generates a texture based on a set of model parameters.
[more]inline const CAAMDeformPCA& TexturePCA() const
Returns the texture PCA
[more]bool WriteModel( const CString &filename, const bool txt_only ) const
Writes the complete AAMModel to disk as a .txt and an .amf file.
[more]void WriteVarianceMap( const CString &filename ) const
Plots the pixel variance into the mean shape.
[more]CAAMModel& operator=(const CAAMModel &m)
Assignment operator.
[more] ~CAAMModel()
Destructor.

Public Members

class CAAMOptRes
Stores optimization results.
[more]struct CAAMOptState
Stores interates from the optimization process.

Protected Fields

[more]CAAMDeformPCA m_CombinedPCA
The combined PCA
[more]CDMatrix m_R_c
The parameter prediction matricies
[more]CAAMDeformPCA m_ShapePCA
The shape PCA
[more]CAAMDeformPCA m_TexturePCA
The texture PCA
[more]double m_dAMFVersion
The AMF format version
[more]int m_iTextureSamples
The number of texture samples in the model
[more]CDMatrix m_mQgEV
The texture part of the combined eigenvectors
[more]CDMatrix m_mQsEV
The shape part of the combined eigenvectors
[more]CDMatrix m_mShape2PixelWeights
The shape-to-pixel weights
[more]CDMatrix m_mShapeInstance
Cache matrix
[more]CDMatrix m_mTextureInstance
Cache matrix
[more]CAAMTransferFunction* m_pTextureTF
The texture transfer function
[more]CAAMShape m_sMeanAShape
Cached mean shape
[more]CDVector m_vMeanTexture
The mean texture
[more]CDVector m_vTextureVar
The variance of each normalized pixel in the texture model


Inherited from CAAMObject:

Public Methods

ovoid Dump( const char* szPath ) const
ovoid FromFile( const char* szFilename )
ovoid FromFile( FILE* fh )
ovoid ToFile( FILE* fh ) const
ovoid ToFile( const char* szFilename ) const


Documentation

The core Active Apperance Model object that hold all eigenmodels, prediction matrices etc. Build by a CAAMBuilder.

ostruct CAAMOptState

Stores interates from the optimization process.

Author:
Mikkel B. Stegmann
Version:
4-10-2000

o CAAMOptState( double e, const CAAMShape &s, const CDVector &_c, int d )
Constructor

oCAAMOptState& operator=(const CAAMOptState &os)
Assignment operator

oCAAMDeformPCA m_ShapePCA
The shape PCA

oCAAMDeformPCA m_TexturePCA
The texture PCA

oCAAMDeformPCA m_CombinedPCA
The combined PCA

oCDMatrix m_mShape2PixelWeights
The shape-to-pixel weights

odouble m_dAMFVersion
The AMF format version

oCDMatrix m_mQsEV
The shape part of the combined eigenvectors

oCDMatrix m_mQgEV
The texture part of the combined eigenvectors

oCDVector m_vMeanTexture
The mean texture

oCAAMShape m_sMeanAShape
Cached mean shape

oCDMatrix m_mShapeInstance
Cache matrix

oCDMatrix m_mTextureInstance
Cache matrix

oCDVector m_vTextureVar
The variance of each normalized pixel in the texture model

oint m_iTextureSamples
The number of texture samples in the model

oCDMatrix m_R_c
The parameter prediction matricies

oCAAMTransferFunction* m_pTextureTF
The texture transfer function

oconst CDMatrix& Rc() const
Texture parameter update prediction matrix

oconst CDMatrix& Rt() const
Pose parameter update prediction matrix

oconst CDMatrix& Qg() const
The texture part of the combined PCA eigenvectors

oconst CDMatrix& Qs() const
The shape part of the combined PCA eigenvectors

oconst CAAMReferenceFrame& ReferenceFrame() const
Returns the reference frame of the model

oinline int NBands() const
Returns the number of bands in the model

oint NTextureSamples() const
Returns the number of samples in the texture model

oinline bool IsConvexHullUsed() const
Returns true if the texture model is based on the convex hull

oinline double AddExtents() const
Returns the amount shape extents added (warning: shape extents will be remove in later versions)

oinline const CAAMShape& MeanShape() const
Returns the mean shape

oinline const CDVector& MeanTexture() const
Returns the mean texture

oinline int ReductionFactor() const
Returns the reduction factor of the training set that this model was built on

oinline const CAAMDeformPCA& ShapePCA() const
Returns the shape PCA

oinline const CAAMDeformPCA& TexturePCA() const
Returns the texture PCA

oinline const CAAMDeformPCA& CombinedPCA() const
Returns the combined PCA

oinline double MeanShapeSize() const
Returns the mean shape size, ie. the size of the reference shape.

o CAAMModel()

Constructor. Set up the default settings.

Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
5-16-2000

o ~CAAMModel()

Destructor.

Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
5-16-2000

obool ApproxExample( const CString &filename, CDMultiBand<TAAMPixel> &outImg ) const

Synthesizes an unseen example by projecting the shape and (normalized) texture into c-parameter space, generating a model instance and assigning it the appropriate pose (incl. denormalization).

Parameters:
filename - The base filename of an annotation. Ex. "scan.asf"
outImg - The output image where the model approximation has been overlaid.
Returns:
true on success, false if the image and/or annotation could not be read.
Author:
Mikkel B. Stegmann
Version:
3-6-2000

ovoid SetPoseParameterUpdateConstraints( const CDVector &pc )

Sets constraints on the pose parameter updates.

NOTICE: Currently, these are *not* saved along with the model and thus must be set each time a model is loaded.

Parameters:
pc - Parameter constraints (in absolute numbers).
Returns:
Nothing
Author:
Mikkel B. Stegmann
Version:
10-30-2002
See Also:
ConstrainSearchParameters

ovoid SetShapeParameterUpdateConstraints( const CDVector &mean, const CDVector &sd )

Sets user-specified shape parameter update constraints. NOTICE: These are currently not saved with the model.

Parameters:
mean - Some shape parameter configuration.
sd - The standard diviations of the 'mean'.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
11-4-2002

ovoid ConstrainSearchParameters( CDVector &c, CDVector &pose ) const

Constrain the pose and model parameters to be within some reasonable limits.

Parameters:
c - The model parameters.
pose - The pose parameters.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
7-20-2000

obool EstimatePose( const CDMultiBand<TAAMPixel> image, const CAAMShape &shape, CDVector &pose ) const

Estimate the pose of a shape using the pose regression matrix.

Parameters:
image - The image to search in.
shape - The shape to determine the pose from.
pose - The output pose vector.
Returns:
True is ok, false if the shape is outside the image.
Author:
Mikkel B. Stegmann
Version:
3-27-2000
See Also:

ovoid ModelImage( const CDVector &c, CDMultiBand<TAAMPixel> &outImg, const CAAMShape* matchPose, const bool fitTexture ) const

Generates a model image based on the parameters in 'c' with various options.

Parameters:
c - A set of model parameters.
outImg - The output imge.
matchPose - A pointer to a shape. If not NULL the model generated by the set of c-parameters will be aligned wrt. pose to this shape.
fitTexture - If matchPose is not NULL, the de-mapped and de-normalized texture will be fitted in a least squares sense to the texture in outImg given by the shape. Default true.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
2-29-2000

ovoid ModelImageEx( const CAAMShape &shape, const CDVector &texture, CDMultiBand<TAAMPixel> &outImg, const bool renderImage, const bool fitTexture ) const

Generates a synthetic image from the AAM using the model parameters in 'c'.

Parameters:
shape - The shape the texture vector should be mapped to.
textureSamples - The texture vector to be warped into an image. Will be de-mapped and de-normalized.
outImg - The output image (sized correctly inside this method, if renderInImage is false).
renderImage - If true: 1) outImg is expected to be allocated. 2) the model is rendered with it's pose unchanged, thus the shape is expected to lie within the outImg This option is used for drawing the final optimization into the image or to draw a model approximation into the image 'outImg'. Default false.
fitTexture - If renderImage is true, the de-mapped and de-normalized texture will be fitted in a least squares sense to the texture in outImg given by the shape. Default true.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
2-24-2000
See Also:

ovoid ShapeFreeImage( const CDVector &textureSamples, CDMultiBand<TAAMPixel> &outImg, const bool deMap ) const

Generates a shape free image (that is; a mean shape image) using a vector of texture samples.

Parameters:
textureSamples - The texture vector to be warped into an image. De-normalizes (and demaps) inside this method.
outImg - A reference to an output image. Resize of the image is done inside this method.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
2-21-2000
See Also:
ModelImage

ovoid ShapeFreeImage( const CDVector &textureSamples, CDMatrix &m, const bool deMap, const bool normalize ) const

Generates a shape free image (that is; a mean shape image) using a vector of texture samples.

Parameters:
textureSamples - The texture vector to be warped into an image. De-normalizes (and demaps) inside this method.
m - A reference to an output image on matrix form. Resize of the matrix is done inside this method.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
2-21-2000
See Also:
ModelImage

odouble ModelEstimateTexDiff( const CDMultiBand<TAAMPixel> &image, const CDVector &c, CAAMShape &estimate, CDVector &diff, const int similaritym, const bool useInterpolation ) const

Calculates the pixel difference from a model instance and an image.

Parameters:
image - The image (input)
c - Model parameters (in/output).
estimate - The shape estimate (in/output).
diff - The pixel difference vector (output) Resized inside.
similaritym - Set the used similarity measure: 0 Non-normalised L_2 norm (default) 1 The "Mahalanobis" distance (texture samples are regarded independent to increase performance). 2 The Lorentzian error norm. 3 Absolute auto correlation of the residuals.
Returns:
The similarity measure.
Author:
Mikkel B. Stegmann
Version:
3-27-2000

ovoid NormalizeTexture(CDVector &texture) const

Normalizes a texture vector.

Parameters:
texture - Texture to be normalized.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
3-6-2000

oCAAMModel::CAAMOptRes OptimizeModel( const CDMultiBand<TAAMPixel> &image, CAAMShape &s, CDVector &c, const int maxIterations, std::vector<CAAMOptState>* pOptStates, bool disableDamping ) const

Performs AAM optimization of a shape containing initial pose and a set of model parameters (c).

Parameters:
image - The image to search in.
s - The initial shape (also containing the inital pose, thus; not a normalized shape). Actually only the pose of 's' is used (to align the reference shape as the initial shape). NOTE: The optimal shape is returned in 's' after execution.
c - The initial model parameters. If this vector is empty, it is resized correctly and set equal to zero, thus the mean model. NOTE: The optimal model parameters are returned in 'c' after execution.
maxIterations - The maximum iterations allowed.
pOptStates - Optional parameter all convergence info can be returned in. See CAAMOptState.
disableDamping - Disables the damping steps (default false).
Returns:
The results of the optimization in the form of a 'CAAMOptRes' instance.
Author:
Mikkel B. Stegmann
Version:
5-7-2002

oCAAMModel::CAAMOptRes OptimizeModelByFineTuning( const CDMultiBand<TAAMPixel> &image, CAAMShape &s, CDVector &c, const int maxIterations, const int similaritym, const int optimizer ) const

Perform general-purpose optimization of the AAM using simulated annealing, conjugate gradient, steepest descent, BGFS or pattern search.

Parameters:
image - The image beeing searched in.
s - The inital shape pose.
c - The initial model parameters.
maxIterations - The maximum allowed number of iterations.
similaritym - The used similarity measure for the optimization: 0 Non-normalized L_2 norm (default). 1 The "Mahalanobis" distance (texture samples are regarded independent to increase performance). 2 The Lorentzian error norm.
optimizer - Sets the optimer to use: 1 Steepest Descent (default) 2 Conjugate Gradient 3 Quasi-Newton, BFGS 4 Pattern search 5 Simulated annealing
Returns:
The final fit.
Author:
Mikkel B. Stegmann
Version:
7-7-2000

obool ReadModel( const CString &filename )

Reads the complete AAMModel from disk.

Parameters:
filename - Input filename without any extension. E.g. if the files on disk are 'model.txt' & 'model.amf' -> filename = 'model'
Returns:
true on success, false on file errors.
Author:
Mikkel B. Stegmann
Version:
3-10-2000
See Also:
WriteModel

oint SampleShape( const CDMultiBand<TAAMPixel> &image, const CAAMShape &shape, CDVector &textureSamples, const bool normalize, const bool useInterpolation, const bool map ) const

Builds a texture vector from an image and a shape.

Parameters:
image - The image to sample in.
textureSamples - The normalized destination texture vector.
shape - The shape to sample from (in image coordinates).
normalize - Perform normalization after sampling. Default true.
map - Perform mapping after sampling. Default true.
Returns:
The number of samples done (zero if the shape is outside the image).
Author:
Mikkel B. Stegmann
Version:
2-21-2000

ovoid ShapeInstance( const CDVector &c, CAAMShape &outShape ) const

Generates a shape based on a set of model parameters.

Parameters:
c - Input model parameters.
outShape - The generated shape (resizing are done inside this method).
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
2-24-2000

ovoid TextureInstance( const CDVector &c, CDVector &outTexture ) const

Generates a texture based on a set of model parameters.

Parameters:
c - Input model parameters.
outShape - The generated texture (resizing are done inside this method).
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
2-24-2000

ovoid ShapePCAInstance( const CDVector &b_s, CAAMShape &outShape ) const

Generates a shape based on a set of shape b-parameters.

Parameters:
b_s - Shape parameters
outShape - Output shape (resized inside method).
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
2-28-2000

ovoid ShapeTex2Combined( const CAAMShape &shape, const CDVector &texture, CDVector &c ) const

Projects the shape and texture into c-space i.e. the combined model parameters.

Parameters:
shape - The input shape aligned to the (aligned) mean shape.
texture - The corresponding normalized texture.
c - The resulting model parameters.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
3-27-2000

ovoid ShapeTex2Param( const CAAMShape &shape, const CDVector &texture, CDVector &b ) const

Extract the b-parameters from a shape and corresponding texture by inverting the shape and texture pca projection.

Assumes that the shape and texture PCA are done beforehand.

Parameters:
shape - The input shape aligned to the (aligned) mean shape.
texture - The corresponding normalized texture.
b - The resulting concatenated b vector.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
3-6-2000

ovoid ShapeTexParam2Combined( const CDVector &b, CDVector &c ) const

Transforms the concatenated b-parameters into combined model parameters.

Parameters:
b - Concatenated shape (weighted) and texture parameters
c - Combined model parameters (resized inside function).
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
2-28-2000
See Also:
ShapeTex2Param

obool WriteModel( const CString &filename, const bool txt_only ) const

Writes the complete AAMModel to disk as a .txt and an .amf file.

Parameters:
filename - Output filename without any extension.
txt_only - If true binary model data is not written.
Returns:
true on success, false on file errors.
Author:
Mikkel B. Stegmann
Version:
3-10-2000
See Also:
ReadModel

ovoid WriteVarianceMap( const CString &filename ) const

Plots the variance of each pixel in the model over the training set into the mean shape and saves the image.

Parameters:
filename - Output image filename.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
5-4-2000

oconst CAAMShape& ReferenceShape() const

Returns the reference shape where all texture sampling and comparison should be done.

The reference shape is defined as the mean shape size to mean size and moved to the fourth quadrant.

Returns:
The reference shape.
Author:
Mikkel B. Stegmann
Version:
3-27-2000

ovoid ShapeTexParam2Combined( const std::vector<CDVector> &bVectors, std::vector<CDVector> &cVectors ) const

Converts a set of b-vectors to combined model parameters (c-vectors).

Parameters:
bVectors - The input b-vectors.
cVectors - The output c-vectors.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
3-22-2000

o CAAMModel( const CAAMModel &m )

Copy constructor.

Parameters:
m - Object to copy from.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
10-27-2000

oCAAMModel& operator=(const CAAMModel &m)

Assignment operator.

Parameters:
m - Object to copy from.
Returns:
This;
Author:
Mikkel B. Stegmann
Version:
10-30-2000

ovoid Shape2Combined( const CAAMShape &shape, const CDMultiBand<TAAMPixel> &image, CDVector &c ) const

Projects a shape into a set of c parameters.

Parameters:
shape - The input shape (assumed to be in abs coordinates).
image - The image where the shape is placed.
c - The output combined model parameters.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
12-5-2000

ovoid Shape2Param( const CAAMShape &shape, CDVector &b_s ) const

Projects a shape into a set of shape parameters,

Parameters:
shape - The input shape (assumed to be in abs parameters).
b - The output shape model parameters.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
12-5-2000

ovoid Combined2ShapeParam( const CDVector &c, CDVector &b_s ) const

Converts combined model parameters to shape parameters.

Parameters:
c - Combined model parameters.
b_s - Output non-weighted shape parameters.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
11-4-2002

ovoid Combined2TexParam( const CDVector &c, CDVector &b_g ) const

Converts combined model parameters to texture parameters.

Parameters:
c - Combined model parameters.
b_g - Output texture parameters.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
11-4-2002

ovoid ShapeTexParam2Combined( const CDVector &b_s, const CDVector &b_g, CDVector &c ) const

Projects shape and texture parameters into the combined eigenspace.

Parameters:
b_s - Input shape parameters.
b_g - Input texture parameters.
c - Resulting combined model parameters.
Returns:
Nothing.
Author:
Mikkel B. Stegmann
Version:
11-4-2002
See Also:
Combined2TexParam, Combined2ShapeParam


Direct child classes:
CAAMModelMS
Friends:
class CAAMBuilder
class CAAMWLBuilder
Author:
Mikkel B. Stegmann
Version:
10-19-2000
See Also:
CAAMBuilder

Alphabetic index Hierarchy of classes


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