class CAAMLinearReg

Performs multi-variate linear regression on a set of experiments.

Inheritance:

CAAMLinearReg - CAAMObject

Public Methods

CAAMLinearReg()

Constructor.

int DoRegression( const CDMatrix &C, const CDMatrix &X, CDMatrix &R )

Calculates the regression matrix, R.

int EstimateK( const CDMatrix &C, CDMatrix &EigenVec_k, CDMatrix &EigenVal_k )

Performs k-estimation.

~CAAMLinearReg()

Destructor.

Inherited from CAAMObject:

Public Methods

void Dump( const char* szPath ) const

void FromFile( const char* szFilename )

void FromFile( FILE* fh )

void ToFile( FILE* fh ) const

void ToFile( const char* szFilename ) const

Documentation

Performs multi-variate linear regression on a set of experiments.

CAAMLinearReg()

Constructor.

Returns:

Nothning.

Author:

Mikkel B. Stegmann

Version:

3-16-2001

~CAAMLinearReg()

Destructor.

Returns:

Nothning.

Author:

Mikkel B. Stegmann

Version:

3-16-2001

int EstimateK( const CDMatrix &C, CDMatrix &EigenVec_k, CDMatrix &EigenVal_k )

Performs k-estimation.

Parameters:

- C The parameter matrix.
EigenVec_k - Output k eigenvectors.
EigenVal_k - Output k eigenvalues.

Returns:

k

Author:

Mikkel B. Stegmann

Version:

3-15-2000

int DoRegression( const CDMatrix &C, const CDMatrix &X, CDMatrix &R )

Calculates the regression matrix, R from the set of experiments in C and X, obtaining the relationship: C = RX.

NOTE: Destroys X!!!

Parameters:

- C In the AAM case: the input parameters displacements.
X - In the AAM case: the input normalized pixel differences.
R - The output regression matrix.

Returns:

k

Author:

Mikkel B. Stegmann

Version:

3-15-2000

This class has no child classes.

Author:

Mikkel B. Stegmann

Version:

3-15-2000

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