/** Creates a Unit (Quantizer&Model).
*
* @param id
* int representation of a gesture "name"/class.
*/
public GestureModel()
{
this.numStates = 15; // states empirical value
this.numObservations = 20; // observations empirical value
this.markovmodell = new HiddenMarkovModel(numStates, numObservations); // init model
this.quantizer = new Quantizer(numStates); // init quantizer
}
/** Creates a Unit (Quantizer&Model).
*
* @param id
* int representation of a gesture "name"/class.
*/
public GestureModel()
{
this.numStates = 15; // states empirical value
this.numObservations = 20; // observations empirical value
this.markovmodell = new HiddenMarkovModel(numStates, numObservations); // init model
this.quantizer = new Quantizer(numStates); // init quantizer
}
public void CircleTest()
{
var circle = Circle();
var quantizer = new Quantizer(8);
quantizer.trainCenteroids(circle);
var sequence = quantizer.getObservationSequence(circle);
}