/** {@inheritDoc} */
public Vector<Score> sortedClasses(Gesture g) {
Vector<Score> sortedClasses = new Vector<Score>();
Vector<Point2D> inputPointsResampled = new Vector<Point2D>();
GestureUtils.resample(g.getPoints(), nbPoints, inputPointsResampled);
GestureUtils.rotateToZero(inputPointsResampled, inputPointsResampled);
GestureUtils.scaleToSquare(inputPointsResampled, sizeScaleToSquare, inputPointsResampled);
GestureUtils.translateToOrigin(inputPointsResampled, inputPointsResampled);
double score;
double minClassScore = 0;
for (int nc = 0; nc < classes.size(); nc++) {
minClassScore = Integer.MAX_VALUE;
for (Iterator<Vector<Point2D>> gesturesIterator =
classes.get(nc).getResampledGestures().iterator();
gesturesIterator.hasNext(); ) {
Vector<Point2D> gesturePoints = gesturesIterator.next();
score =
GestureUtils.distanceAtBestAngle(
inputPointsResampled, gesturePoints, -theta, theta, deltaTheta);
if (score < minClassScore) minClassScore = score;
}
if (nc == 0) {
sortedClasses.add(new Score(classes.get(nc).getName(), minClassScore));
} else {
int i = 0;
while (i < sortedClasses.size() && sortedClasses.get(i).getScore() < minClassScore) i++;
sortedClasses.add(i, new Score(classes.get(nc).getName(), minClassScore));
}
}
return sortedClasses;
}
/** {@inheritDoc} */
public String classify(Gesture g) {
double minScore = Double.MAX_VALUE;
double currentScore;
GestureClass recognized = null;
Vector<Point2D> inputPointsResampled = new Vector<Point2D>();
GestureUtils.resample(g.getPoints(), nbPoints, inputPointsResampled);
GestureUtils.rotateToZero(inputPointsResampled, inputPointsResampled);
GestureUtils.scaleToSquare(inputPointsResampled, sizeScaleToSquare, inputPointsResampled);
GestureUtils.translateToOrigin(inputPointsResampled, inputPointsResampled);
for (Iterator<Dollar1GestureClass> classesIterator = classes.iterator();
classesIterator.hasNext(); ) {
Dollar1GestureClass nextClass = classesIterator.next();
for (Iterator<Vector<Point2D>> gesturesIterator = nextClass.getResampledGestures().iterator();
gesturesIterator.hasNext(); ) {
Vector<Point2D> gesturePoints = gesturesIterator.next();
currentScore =
GestureUtils.distanceAtBestAngle(
inputPointsResampled, gesturePoints, -theta, theta, deltaTheta);
if (currentScore < minScore) {
minScore = currentScore;
recognized = nextClass;
}
}
}
currentDistance = minScore;
if (currentDistance > maximumDistance) return null;
return recognized.getName();
}
/**
* {@inheritDoc} Each time a gesture is added, a vector of points corresponding to this gesture
* as resampled, rotated and scaled is computed and stored in <code>resampledGestures</code>.
*/
public void addExample(Gesture gesture) {
super.addExample(gesture);
Vector<Point2D> newPoints = new Vector<Point2D>();
GestureUtils.resample(gesture.getPoints(), Dollar1Classifier.this.getNbPoints(), newPoints);
GestureUtils.rotateToZero(newPoints, newPoints);
GestureUtils.scaleToSquare(
newPoints, Dollar1Classifier.this.getSizeScaleToSquare(), newPoints);
GestureUtils.translateToOrigin(newPoints, newPoints);
resampledGestures.add(newPoints);
}