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.
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x
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- a -
a :
GRT::ContinuousHiddenMarkovModel
allowNullGestureClass :
GRT::TimeSeriesClassificationData
- b -
b :
GRT::ContinuousHiddenMarkovModel
buffer :
GRT::ClassLabelFilter
bufferSize :
GRT::ClassLabelFilter
- c -
capacity :
GRT::Matrix< T >
classLabel :
GRT::ContinuousHiddenMarkovModel
classTracker :
GRT::TimeSeriesClassificationData
cols :
GRT::Matrix< T >
computeMagnitude :
GRT::FFT
computePhase :
GRT::FFT
crossValidationIndexs :
GRT::TimeSeriesClassificationData
crossValidationSetup :
GRT::TimeSeriesClassificationData
cThreshold :
GRT::ContinuousHiddenMarkovModel
cumsum :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
- d -
data :
GRT::TimeSeriesClassificationData
dataBuffer :
GRT::FFT
,
GRT::MedianFilter
,
GRT::MovingAverageFilter
,
GRT::TimeseriesBuffer
,
GRT::ZeroCrossingCounter
dataBufferSize :
GRT::FFT
dataPtr :
GRT::Matrix< T >
datasetName :
GRT::TimeSeriesClassificationData
,
GRT::TimeSeriesClassificationDataStream
deadZone :
GRT::ZeroCrossingCounter
deadZoneThreshold :
GRT::ZeroCrossingCounter
debugLog :
GRT::TimeSeriesClassificationData
,
GRT::TimeSeriesClassificationDataStream
decisionFeatureIndex :
GRT::DecisionStump
decisionValue :
GRT::DecisionStump
delta :
GRT::ContinuousHiddenMarkovModel
,
GRT::Derivative
derivative :
GRT::ZeroCrossingCounter
derivativeOrder :
GRT::Derivative
direction :
GRT::DecisionStump
distanceMethod :
GRT::KNN
- e -
errorLog :
GRT::TimeSeriesClassificationData
,
GRT::TimeSeriesClassificationDataStream
estimatedStates :
GRT::ContinuousHiddenMarkovModel
estimationLikelihood :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
estimationMode :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
externalRanges :
GRT::TimeSeriesClassificationData
,
GRT::TimeSeriesClassificationDataStream
- f -
featureMode :
GRT::ZeroCrossingCounter
fft :
GRT::FFT
fftWindowFunction :
GRT::FFT
fftWindowSize :
GRT::FFT
filter :
GRT::Derivative
filter1 :
GRT::DoubleMovingAverageFilter
filter2 :
GRT::DoubleMovingAverageFilter
filterData :
GRT::Derivative
filteredClassLabel :
GRT::ClassLabelFilter
filterFactor :
GRT::HighPassFilter
,
GRT::LowPassFilter
filterSize :
GRT::Derivative
,
GRT::DoubleMovingAverageFilter
,
GRT::MedianFilter
,
GRT::MovingAverageFilter
finalX :
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
frac :
GRT::GaussianMixtureModels
- g -
gain :
GRT::HighPassFilter
,
GRT::LowPassFilter
globalBestCost :
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
globalBestX :
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
globalBestXHistory :
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
- h -
hmmType :
GRT::HMM
hopCounter :
GRT::FFT
hopSize :
GRT::FFT
- i -
infoText :
GRT::TimeSeriesClassificationData
,
GRT::TimeSeriesClassificationDataStream
initialized :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
,
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
initMode :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
initModel :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
inputSampleCounter :
GRT::MedianFilter
,
GRT::MovingAverageFilter
iterHistory :
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
- k -
K :
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
kFoldValue :
GRT::TimeSeriesClassificationData
- l -
leakRate :
GRT::LeakyIntegrator
lndets :
GRT::GaussianMixtureModels
loglike :
GRT::GaussianMixtureModels
loglikelihood :
GRT::ContinuousHiddenMarkovModel
lowerLimit :
GRT::DeadZone
- m -
maxKSearchValue :
GRT::KNN
measurementNoise :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
minimumCount :
GRT::ClassLabelFilter
minimumWeightThreshold :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
minKSearchValue :
GRT::KNN
minRMSErrorPerNode :
GRT::RegressionTree
modelType :
GRT::ContinuousHiddenMarkovModel
mu :
GRT::GaussianMixtureModels
- n -
nchg :
GRT::KMeans
normWeights :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
numClusters :
GRT::Clusterer
numDimensions :
GRT::TimeSeriesClassificationData
,
GRT::TimeSeriesClassificationDataStream
numInputDimensions :
GRT::WeakClassifier
numParticles :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
numRandomSplits :
GRT::DecisionStump
numStates :
GRT::ContinuousHiddenMarkovModel
numTrainingSamples :
GRT::GaussianMixtureModels
,
GRT::KMeans
- o -
observationSequence :
GRT::ContinuousHiddenMarkovModel
- p -
particleDistributionA :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
particleDistributionB :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
particles :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
,
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
pe :
GRT::FiniteStateMachine
pi :
GRT::ContinuousHiddenMarkovModel
predictedClusterLabel :
GRT::Clusterer
processNoise :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
propagationModel :
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
pt :
GRT::FiniteStateMachine
- r -
rand :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
registerModule :
GRT::DecisionStump
,
GRT::KNN
,
GRT::RadialBasisFunction
resampleThreshold :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
resp :
GRT::GaussianMixtureModels
robustMeanWeightDistance :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
rowPtr :
GRT::Matrix< T >
rows :
GRT::Matrix< T >
- s -
searchForBestKValue :
GRT::KNN
searchWindowSize :
GRT::ZeroCrossingCounter
sigmaStates :
GRT::ContinuousHiddenMarkovModel
size :
GRT::Matrix< T >
stateVectorSize :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
- t -
tempBuffer :
GRT::FFT
timeseriesLength :
GRT::ContinuousHiddenMarkovModel
totalNumSamples :
GRT::TimeSeriesClassificationData
trained :
GRT::WeakClassifier
trainingData :
GRT::KNN
trainingMu :
GRT::KNN
trainingSigma :
GRT::KNN
- u -
upperLimit :
GRT::DeadZone
useExternalRanges :
GRT::TimeSeriesClassificationData
,
GRT::TimeSeriesClassificationDataStream
- v -
verbose :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
- w -
warningLog :
GRT::TimeSeriesClassificationData
,
GRT::TimeSeriesClassificationDataStream
wDotProduct :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
weakClassifierType :
GRT::WeakClassifier
windowSizeMap :
GRT::FFT
wNorm :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
- x -
x :
GRT::ParticleFilter< PARTICLE, SENSOR_DATA >
xMax :
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
xMin :
GRT::ParticleSwarmOptimization< PARTICLE_TYPE, OBSERVATION_TYPE >
xx :
GRT::HighPassFilter
- y -
y :
GRT::LeakyIntegrator
yy :
GRT::Derivative
,
GRT::HighPassFilter
,
GRT::LowPassFilter
yyy :
GRT::Derivative
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