public PointF[][] Fit(IImage image)
{
lock (syncLock)
{
var faces = new VectorOfRect(faceDetector.DetectBoxFaces(image));
var facesLandmarks = new VectorOfVectorOfPointF();
if (!facemark.Fit(image, faces, facesLandmarks))
{
throw new ArgumentException("No landamarks point detected for input image");
}
var face = faces.ToArray().First();
var landmarks = facesLandmarks.ToArrayOfArray().First();
var componentLandmarkPoints = new PointF[6][];
// extract landarmarks points for each component
componentLandmarkPoints[0] = GetComponentPoints(landmarks, EYEBROWS_POINT_RANGE);
componentLandmarkPoints[1] = GetComponentPoints(landmarks, EYES_POINT_RANGE);
componentLandmarkPoints[2] = GetComponentPoints(landmarks, NOSE_POINT_RANGE);
componentLandmarkPoints[3] = GetComponentPoints(landmarks, MOUTH_POINT_RANGE);
componentLandmarkPoints[4] = landmarks;
// face bounding box
componentLandmarkPoints[5] = new PointF[] {
new PointF(face.Left, face.Top),
new PointF(face.Right, face.Bottom)
};
return(componentLandmarkPoints);
}
}