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Inliers.hh

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00001 /*---------------------------------------------------------------------------*/
00008  /*---------------------------------------------------------------------------*/
00009 #ifndef INLIERS_H
00010 #define INLIERS_H
00011 
00012 #include "./ReferenceVector.hh"
00013 
00018 class Inliers
00019 {
00020         public:
00021         
00022         // Attributes
00024                 unsigned long int nb_inliers;
00026                 int nb_RefVector;
00028                 int Change;
00030                 int nbMeanIt;
00032                 int nbMeanAdapt;                
00033                 
00035                 float ***center_RefVector_PostRemoval;
00037                 unsigned long int *Index_Inliers;
00039                 Image<PIXEL>* im_point;
00040                 
00041                 //assignement
00043                 int * firstNearestA;
00045                 int * secondNearestA;
00047                 Ref_Vector *A;
00049                 float ***covariance_cluster;
00050 
00051                 
00052         //Operations:
00059                 Inliers(Image<PIXEL>* data,Outliers * O,int nb);
00065                 void Adaptation();
00069                 void Selection();
00071                 void Outliers_detection();
00073                 void AddRandomRefVectors();
00075                 void Print_Mean_Covariance(int k);
00077                 void Print_Mean_Covariance_PostRemoval(int k);
00079                 void NearestRefVector_StdDevVar();              
00080 
00081         private:
00082         
00083         // Attributes:
00084         
00086                 Outliers *O_point;
00087                 
00089                 float *maxi_dim;
00091                 float *mini_dim;
00092                 
00094                 float ***Inv_covariance_cluster;
00096                 float ****covariance_cluster_PostRemoval;
00098                 float ****Inv_covariance_cluster_PostRemoval;
00100                 float *determinant; 
00102                 float **determinant_PostRemoval;
00104                 int *singularity; 
00106                 int **Singularity_PostRemoval;
00108                 unsigned long int *effectif_cluster;
00110                 unsigned long int **cross_effectif_cluster;
00112                 float ChangingCriterion;
00114                 float M_LOG2;
00116                 int nb_init;    
00117         
00118         // Operations:
00122                 void Initialise(Image<PIXEL> * data_point,Outliers * O,int nb);
00124                 void Initialise_IndexInliers();
00126                 void Allocate_Variable_StdDev();
00128                 void MinMax();
00130                 void Assigne_data_Euclidian();
00132                 float Proba_Assigne_Euclidian(unsigned long int i, int k);
00136                 void Remove_RefVector(int k, int AllCov);
00139                 void Remove_Unaffected_RefVector(int AllCov);
00141                 void Reassigne_inliers_StdDevVariable();
00148                 float Proba_Assigne_Gauss( unsigned long int i, int k);
00156                 float Proba_Assigne_Gauss_PostRemoval( unsigned long int i, int k, int l);
00158                 void Update_effectif();
00160                 void Update_Centers();
00162                 void Estimation_Stdev_RefVector();
00164                 void Estimation_CovarianceMatrix();
00166                 void Singularity_Detection();
00170                 void Invert_CovarianceMatrix();
00172                 void Estimation_Stdev_RefVector_PostRemoval();
00174                 void Estimation_Center_RefVector_PostRemoval();
00176                 void Estimation_CrossEffectif();
00178                 void Estimation_CovarianceMatrix_PostRemoval();
00180                 void Singularity_Detection_Postremoval();
00184                 void Invert_PostCovarianceMatrix();
00186                 void NearestRefVector_StdDevVar_PostRemoval();
00191                 void Inliers_Variation_Index_term_cost2(float* aux);
00196                 void Inliers_Variation_Error_term_cost4(float * SumErrorRatio);
00202                 float Error_FreeInliers_Singularity(unsigned long int i);
00204                 float Error_FreeInliers(unsigned long int i);
00207                 void Error_OtherInliers(float * SumErrorRatio);
00215                 void Update_RefVectors();
00216 
00217                 
00218 };
00219 #endif

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