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CombinedPCA.pas
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CombinedPCA.pas
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// ###################################################################
// #### This file is part of the mrimageutils project, depends on
// #### the mathematics library project and is
// #### offered under the licence agreement described on
// #### http://www.mrsoft.org/
// ####
// #### Copyright:(c) 2014, Michael R. . All rights reserved.
// ####
// #### Unless required by applicable law or agreed to in writing, software
// #### distributed under the License is distributed on an "AS IS" BASIS,
// #### WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// #### See the License for the specific language governing permissions and
// #### limitations under the License.
// ###################################################################
unit CombinedPCA;
// ################################################################
// #### Combined model pca analysis
// ################################################################
interface
uses SysUtils, PCA, AAMModelBuilder, Matrix, AAMPyramidModelBuilder;
// ###############################################################
// #### Implementation using a standard pca
type
TPCAAAMCombinedParams = class(TCustomAAMModelParams)
public
procedure PCAOnCombinedModel(Model : TDoubleMatrix; var PCA : TMatrixPCA); override;
end;
type
TPCAAAMPyramidCombinedParams = class(TCustomPyramidAAMParams)
public
procedure PCAOnCombinedModel(Model : TDoubleMatrix; var PCA : TMatrixPCA); override;
end;
implementation
{ TPCAAAMShapeParams }
procedure TPCAAAMCombinedParams.PCAOnCombinedModel(Model : TDoubleMatrix; var PCA : TMatrixPCA);
begin
PCA := TMatrixPCA.Create([pcaEigVals]);
PCA.OnProgress := LearnParams.PcaProgress;
PCA.PCA(Model, LearnParams.CombinedModelEnergy, True);
end;
{ TPCAAAMPyramidCombinedParams }
procedure TPCAAAMPyramidCombinedParams.PCAOnCombinedModel(Model: TDoubleMatrix;
var PCA: TMatrixPCA);
begin
PCA := TMatrixPCA.Create([pcaEigVals]);
PCA.OnProgress := LearnParams.PcaProgress;
PCA.PCA(Model, LearnParams.CombinedModelEnergy, True);
end;
end.