GestureRecognitionToolkit  Version: 1.0 Revision: 04-03-15
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
GRT::GestureRecognitionPipeline Member List

This is the complete list of members for GRT::GestureRecognitionPipeline, including all inherited members.

addContextModule(const Context &contextModule, UINT contextLevel, UINT insertIndex=INSERT_AT_END_INDEX)GRT::GestureRecognitionPipeline
addFeatureExtractionModule(const FeatureExtraction &featureExtractionModule, UINT insertIndex=INSERT_AT_END_INDEX)GRT::GestureRecognitionPipeline
addPostProcessingModule(const PostProcessing &postProcessingModule, UINT insertIndex=INSERT_AT_END_INDEX)GRT::GestureRecognitionPipeline
addPreProcessingModule(const PreProcessing &preProcessingModule, UINT insertIndex=INSERT_AT_END_INDEX)GRT::GestureRecognitionPipeline
AFTER_CLASSIFIER enum value (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipeline
AFTER_FEATURE_EXTRACTION enum value (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipeline
AFTER_PREPROCESSING enum value (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipeline
CLASSIFICATION_MODE enum value (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
classifier (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
classType (defined in GRT::GRTBase)GRT::GRTBaseprotected
clearAll()GRT::GestureRecognitionPipeline
clearTestResults()GRT::GestureRecognitionPipeline
CLUSTER_MODE enum value (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
clusterer (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
computeTestMetrics(VectorDouble &precisionCounter, VectorDouble &recallCounter, double &rejectionPrecisionCounter, double &rejectionRecallCounter, VectorDouble &confusionMatrixCounter, const UINT numTestSamples) (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
ContextLevels enum name (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipeline
contextModules (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
copyGRTBaseVariables(const GRTBase *GRTBase)GRT::GRTBase
crossValidationResults (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
debugLog (defined in GRT::GRTBase)GRT::GRTBaseprotected
deleteAllContextModules() (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
deleteAllFeatureExtractionModules() (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
deleteAllPostProcessingModules() (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
deleteAllPreProcessingModules() (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
deleteClassifier() (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
deleteClusterer() (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
deleteRegressifier() (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
END_OF_PIPELINE enum value (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipeline
errorLog (defined in GRT::GRTBase)GRT::GRTBaseprotected
featureExtractionModules (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
GestureRecognitionPipeline(void)GRT::GestureRecognitionPipeline
GestureRecognitionPipeline(const GestureRecognitionPipeline &rhs)GRT::GestureRecognitionPipeline
getClassDistances() const GRT::GestureRecognitionPipeline
getClassifier() const GRT::GestureRecognitionPipeline
getClassifier() const GRT::GestureRecognitionPipelineinline
getClassLabels() const GRT::GestureRecognitionPipeline
getClassLikelihoods() const GRT::GestureRecognitionPipeline
getClassType() const GRT::GRTBase
getCluster() const GRT::GestureRecognitionPipelineinline
getClusterer() const GRT::GestureRecognitionPipeline
getContextModule(const UINT contextLevel, const UINT moduleIndex) const GRT::GestureRecognitionPipeline
getContextModule(const UINT contextLevel, const UINT moduleIndex) const GRT::GestureRecognitionPipelineinline
getCrossValidationAccuracy() const GRT::GestureRecognitionPipeline
getCrossValidationResults() const GRT::GestureRecognitionPipeline
getFeatureExtractionData() const GRT::GestureRecognitionPipeline
getFeatureExtractionData(const UINT moduleIndex) const GRT::GestureRecognitionPipeline
getFeatureExtractionModule(const UINT moduleIndex) const GRT::GestureRecognitionPipeline
getFeatureExtractionModule(const UINT moduleIndex) const GRT::GestureRecognitionPipelineinline
getGRTBasePointer()GRT::GRTBase
getGRTBasePointer() const GRT::GRTBase
getGRTRevison()GRT::GRTBasestatic
getGRTVersion(bool returnRevision=true)GRT::GRTBasestatic
getInfo() const (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipeline
getInputVectorDimensionsSize() const GRT::GestureRecognitionPipeline
getIsClassifierSet() const GRT::GestureRecognitionPipeline
getIsClustererSet() const GRT::GestureRecognitionPipeline
getIsContextSet() const GRT::GestureRecognitionPipeline
getIsFeatureExtractionSet() const GRT::GestureRecognitionPipeline
getIsInitialized() const GRT::GestureRecognitionPipeline
getIsPipelineInClassificationMode() const GRT::GestureRecognitionPipeline
getIsPipelineInRegressionMode() const GRT::GestureRecognitionPipeline
getIsPipelineModeSet() const GRT::GestureRecognitionPipeline
getIsPostProcessingSet() const GRT::GestureRecognitionPipeline
getIsPreProcessingSet() const GRT::GestureRecognitionPipeline
getIsRegressifierSet() const GRT::GestureRecognitionPipeline
getLastErrorMessage() const GRT::GRTBase
getLastInfoMessage() const GRT::GRTBase
getLastWarningMessage() const GRT::GRTBase
getMaximumLikelihood() const GRT::GestureRecognitionPipeline
getModelAsString() const GRT::GestureRecognitionPipeline
getNullRejectionThresholds() const GRT::GestureRecognitionPipeline
getNumClasses() const GRT::GestureRecognitionPipeline
getNumClassesInModel() const GRT::GestureRecognitionPipeline
getNumFeatureExtractionModules() const GRT::GestureRecognitionPipeline
getNumPostProcessingModules() const GRT::GestureRecognitionPipeline
getNumPreProcessingModules() const GRT::GestureRecognitionPipeline
getNumTestSamples() const GRT::GestureRecognitionPipeline
getNumTrainingSamples() const GRT::GestureRecognitionPipeline
getOutputVectorDimensionsSize() const GRT::GestureRecognitionPipeline
getPhase() const GRT::GestureRecognitionPipeline
getPipelineModeAsString() const GRT::GestureRecognitionPipeline
getPipelineModeFromString(string pipelineMode) const GRT::GestureRecognitionPipeline
getPostProcessingModule(UINT moduleIndex) const GRT::GestureRecognitionPipeline
getPostProcessingModule(const UINT moduleIndex) const GRT::GestureRecognitionPipelineinline
getPredictedClassLabel() const GRT::GestureRecognitionPipeline
getPredictionModuleIndexPosition() const GRT::GestureRecognitionPipeline
getPreProcessedData() const GRT::GestureRecognitionPipeline
getPreProcessedData(UINT moduleIndex) const GRT::GestureRecognitionPipeline
getPreProcessingModule(const UINT moduleIndex) const GRT::GestureRecognitionPipeline
getPreProcessingModule(const UINT moduleIndex) const GRT::GestureRecognitionPipelineinline
getRegressifier() const GRT::GestureRecognitionPipeline
getRegressifier() const GRT::GestureRecognitionPipelineinline
getRegressionData() const GRT::GestureRecognitionPipeline
getTestAccuracy() const GRT::GestureRecognitionPipeline
getTestConfusionMatrix() const GRT::GestureRecognitionPipeline
getTestFMeasure(const UINT classLabel) const GRT::GestureRecognitionPipeline
getTestFMeasure() const GRT::GestureRecognitionPipeline
getTestInstanceResults() const GRT::GestureRecognitionPipeline
getTestPrecision(const UINT classLabel) const GRT::GestureRecognitionPipeline
getTestPrecision() const GRT::GestureRecognitionPipeline
getTestRecall(const UINT classLabel) const GRT::GestureRecognitionPipeline
getTestRecall() const GRT::GestureRecognitionPipeline
getTestRejectionPrecision() const GRT::GestureRecognitionPipeline
getTestRejectionRecall() const GRT::GestureRecognitionPipeline
getTestResults() const GRT::GestureRecognitionPipeline
getTestRMSError() const GRT::GestureRecognitionPipeline
getTestSSError() const GRT::GestureRecognitionPipeline
getTestTime() const GRT::GestureRecognitionPipeline
getTrained() const GRT::GestureRecognitionPipeline
getTrainingRMSError() const GRT::GestureRecognitionPipeline
getTrainingSSError() const GRT::GestureRecognitionPipeline
getTrainingTime() const GRT::GestureRecognitionPipeline
getUnProcessedPredictedClassLabel() const GRT::GestureRecognitionPipeline
getUnProcessedRegressionData() const GRT::GestureRecognitionPipeline
GRTBase(void)GRT::GRTBase
info (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
infoLog (defined in GRT::GRTBase)GRT::GRTBaseprotected
initialized (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
inputVectorDimensions (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
load(const string &filename)GRT::GestureRecognitionPipeline
loadPipelineFromFile(const string &filename)GRT::GestureRecognitionPipeline
map(const VectorDouble &inputVector)GRT::GestureRecognitionPipeline
NUM_CONTEXT_LEVELS enum value (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipeline
numTestSamples (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
numTrainingSamples (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
operator=(const GestureRecognitionPipeline &rhs)GRT::GestureRecognitionPipeline
outputVectorDimensions (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
PIPELINE_MODE_NOT_SET enum value (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
pipelineMode (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
PipelineModes enum name (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
postProcessingModules (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
predict(const VectorDouble &inputVector)GRT::GestureRecognitionPipeline
predict(const MatrixDouble &inputMatrix)GRT::GestureRecognitionPipeline
predict_classifier(const VectorDouble &inputVector) (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
predict_clusterer(const VectorDouble &inputVector) (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
predict_regressifier(const VectorDouble &inputVector) (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
predictedClassLabel (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
predictedClusterLabel (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
predictionModuleIndex (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
preProcessData(VectorDouble inputVector, bool computeFeatures=true)GRT::GestureRecognitionPipeline
preProcessingModules (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
regressifier (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
REGRESSION_MODE enum value (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
regressionData (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
removeAllContextModules()GRT::GestureRecognitionPipeline
removeAllFeatureExtractionModules()GRT::GestureRecognitionPipeline
removeAllPostProcessingModules()GRT::GestureRecognitionPipeline
removeAllPreProcessingModules()GRT::GestureRecognitionPipeline
removeClassifier()GRT::GestureRecognitionPipelineinline
removeClusterer()GRT::GestureRecognitionPipelineinline
removeContextModule(const UINT contextLevel, const UINT moduleIndex)GRT::GestureRecognitionPipeline
removeFeatureExtractionModule(UINT moduleIndex)GRT::GestureRecognitionPipeline
removePostProcessingModule(const UINT moduleIndex)GRT::GestureRecognitionPipeline
removePreProcessingModule(UINT moduleIndex)GRT::GestureRecognitionPipeline
removeRegressifier()GRT::GestureRecognitionPipelineinline
reset()GRT::GestureRecognitionPipeline
save(const string &filename) const GRT::GestureRecognitionPipeline
savePipelineToFile(const string &filename) const GRT::GestureRecognitionPipeline
setClassifier(const Classifier &classifier)GRT::GestureRecognitionPipeline
setClusterer(const Clusterer &clusterer)GRT::GestureRecognitionPipeline
setFeatureExtractionModule(const FeatureExtraction &featureExtractionModule)GRT::GestureRecognitionPipeline
setInfo(const string info)GRT::GestureRecognitionPipeline
setPostProcessingModule(const PostProcessing &postProcessingModule)GRT::GestureRecognitionPipeline
setPreProcessingModule(const PreProcessing &preProcessingModule)GRT::GestureRecognitionPipeline
setRegressifier(const Regressifier &regressifier)GRT::GestureRecognitionPipeline
SQR(const double &x) const (defined in GRT::GRTBase)GRT::GRTBaseinlineprotected
START_OF_PIPELINE enum value (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipeline
test(const ClassificationData &testData)GRT::GestureRecognitionPipeline
test(const TimeSeriesClassificationData &testData)GRT::GestureRecognitionPipeline
test(const TimeSeriesClassificationDataStream &testData)GRT::GestureRecognitionPipeline
test(const RegressionData &testData)GRT::GestureRecognitionPipeline
testAccuracy (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
testConfusionMatrix (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
testFMeasure (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
testingLog (defined in GRT::GRTBase)GRT::GRTBaseprotected
testPrecision (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
testRecall (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
testRejectionPrecision (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
testRejectionRecall (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
testResults (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
testRMSError (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
testSquaredError (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
testTime (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
train(const ClassificationData &trainingData)GRT::GestureRecognitionPipeline
train(const ClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false)GRT::GestureRecognitionPipeline
train(const TimeSeriesClassificationData &trainingData)GRT::GestureRecognitionPipeline
train(const TimeSeriesClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false)GRT::GestureRecognitionPipeline
train(const RegressionData &trainingData)GRT::GestureRecognitionPipeline
train(const RegressionData &trainingData, const UINT kFoldValue)GRT::GestureRecognitionPipeline
train(const UnlabelledData &trainingData)GRT::GestureRecognitionPipeline
trained (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
trainingLog (defined in GRT::GRTBase)GRT::GRTBaseprotected
trainingTime (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
updateContextModule(bool value, UINT contextLevel=0, UINT moduleIndex=0)GRT::GestureRecognitionPipeline
updateTestMetrics(const UINT classLabel, const UINT predictedClassLabel, VectorDouble &precisionCounter, VectorDouble &recallCounter, double &rejectionPrecisionCounter, double &rejectionRecallCounter, VectorDouble &confusionMatrixCounter) (defined in GRT::GestureRecognitionPipeline)GRT::GestureRecognitionPipelineprotected
warningLog (defined in GRT::GRTBase)GRT::GRTBaseprotected
~GestureRecognitionPipeline(void)GRT::GestureRecognitionPipelinevirtual
~GRTBase(void)GRT::GRTBasevirtual