public void classify(HObject ho_Regions, HTuple hv_GMMHandle, out HTuple hv_Classes1)
{
// Stack for temporary objects
HObject[] OTemp = new HObject[20];
// Local iconic variables
HObject ho_Region = null, ho_ConnectedRegions = null;
HObject ho_SelectedRegions = null;
// Local control variables
HTuple hv_Number = null, hv_J = null, hv_Features = new HTuple();
HTuple hv_ClassID = new HTuple(), hv_ClassProb = new HTuple();
HTuple hv_Density = new HTuple(), hv_KSigmaProb = new HTuple();
// Initialize local and output iconic variables
HOperatorSet.GenEmptyObj(out ho_Region);
HOperatorSet.GenEmptyObj(out ho_ConnectedRegions);
HOperatorSet.GenEmptyObj(out ho_SelectedRegions);
HOperatorSet.CountObj(ho_Regions, out hv_Number);
hv_Classes1 = new HTuple();
HTuple end_val2 = hv_Number;
HTuple step_val2 = 1;
for (hv_J = 1; hv_J.Continue(end_val2, step_val2); hv_J = hv_J.TupleAdd(step_val2))
{
ho_Region.Dispose();
HOperatorSet.SelectObj(ho_Regions, out ho_Region, hv_J);
ho_ConnectedRegions.Dispose();
HOperatorSet.Connection(ho_Regions, out ho_ConnectedRegions);
ho_SelectedRegions.Dispose();
HOperatorSet.SelectShape(ho_ConnectedRegions, out ho_SelectedRegions, "area", "and", 1000, 100000);
{
HObject ExpTmpOutVar_0;
HOperatorSet.SelectObj(ho_Region, out ExpTmpOutVar_0, hv_J);
ho_Region.Dispose();
ho_Region = ExpTmpOutVar_0;
}
get_features(ho_SelectedRegions, out hv_Features);
HOperatorSet.ClassifyClassGmm(hv_GMMHandle, hv_Features, 1, out hv_ClassID,
out hv_ClassProb, out hv_Density, out hv_KSigmaProb);
HOperatorSet.EvaluateClassGmm(hv_GMMHandle, hv_Features, out hv_ClassProb,
out hv_Density, out hv_KSigmaProb);
hv_Classes1 = hv_Classes1.TupleConcat(hv_ClassID);
}
ho_Region.Dispose();
ho_ConnectedRegions.Dispose();
ho_SelectedRegions.Dispose();
return;
}
