addDatum(Eigen::Vector3d pSample) | ProbabilisticSceneRecognition::GMMParameterEstimator | |
addDatum(Eigen::Quaternion< double > pSample) | ProbabilisticSceneRecognition::GMMParameterEstimator | |
getModel(GaussianMixtureModel &gmm) | ProbabilisticSceneRecognition::GMMParameterEstimator | |
GMMParameterEstimator(unsigned int pNumberOfDimensions, unsigned int pNumberOfKernelsMin, unsigned int pNumberOfKernelsMax, unsigned int pNumberOfRuns, unsigned int pNumberOfSyntheticSamples, double pIntervalPosition, double pIntervalOrientation, std::string pPathOrientationPlots, unsigned int pAttemptsPerKernel) | ProbabilisticSceneRecognition::GMMParameterEstimator | |
learn() | ProbabilisticSceneRecognition::GMMParameterEstimator | |
mAttemptsPerRun | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mBestGMM | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mData | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mIntervalOrientation | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mIntervalPosition | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mNumberDimensions | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mNumberKernels | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mNumberKernelsMax | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mNumberKernelsMin | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mNumberOfRuns | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mNumberOfSyntheticSamples | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
mPathOrientationPlots | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
plotModel() | ProbabilisticSceneRecognition::GMMParameterEstimator | |
runExpectationMaximization(const std::vector< std::vector< double >> data, unsigned int nc, unsigned int &nparams, double &llk, double &bic, GaussianMixtureModel &model, bool useGenericMatrices=true) | ProbabilisticSceneRecognition::GMMParameterEstimator | private |
~GMMParameterEstimator() | ProbabilisticSceneRecognition::GMMParameterEstimator | |