GestureRecognitionToolkit  Version: 0.2.0
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
GestureRecognitionPipeline Member List

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

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