public void DealSmoothing(ParRaisedEdgeSmooth parRaisedEdgeSmooth, HObject ho_ImageBinary, HObject ho_RegionBinary, ResultRaisedEdge result, Hashtable htResult)
{
ParSmooth par = parRaisedEdgeSmooth.g_ParSmooth;
#region 定义
HObject ho_ROI = null;
HObject ho_FilterROI = null;
HObject ho_FilterInverseROI = null;
// Local control variables
HTuple hv_Width = null, hv_Height = null;
HTuple hv_RowInit = new HTuple(), hv_ColInit = new HTuple();
HTuple hv_Row1 = null, hv_Col1 = null;
HTuple hv_Row2 = null, hv_Col2 = null;
HTuple hv_AreaDilation = new HTuple(), hv_RowDilation = new HTuple();
HTuple hv_ColumnDilation = new HTuple(), hv_NumberSmooth = new HTuple();
HTuple hv_RowS = new HTuple();
HTuple hv_ColS = new HTuple(), hv_InvertedCol = new HTuple();
HTuple hv_InvertedRow = new HTuple(), hv_ConcatCol = new HTuple();
HTuple hv_ConcatRow = new HTuple(), hv_NumberRegionDilation1 = new HTuple();
// Local iconic variables
//怎么把图片和region导入
HObject ho_ImageReduced;
HObject ho_Region, ho_RegionDilation;
HObject ho_rectErosion1, ho_BorderOrigin;
HObject ho_ConnectedRegionDilation = null;
HObject ho_BinImage = null;
HObject ho_ImageBinReduced = null, ho_BorderOriginal = null, ho_SmoothedBoaderOriginal = null;
HObject ho_SelectedSmoothedContours = null, ho_ObjectSelected = null;
HObject ho_ContourConcat = null, ho_RegionParall = null, ho_ImageParall = null;
HObject ho_RegionError = null, ho_ConnectedRegions = null, ho_RegionErosionError = null;
HObject ho_RegionDilationError = null;
//求取缺陷
HObject ho_BorderFull = null;
HObject ho_SmoothedContoursFull = null;
HObject ho_ParaFull = null;
HObject ho_ParaRegionFull = null;
HObject ho_RegionROIFull = null;
HObject ho_ErrorFull = null;
HObject ho_FilterErrorFull = null;//崩缺求取中，剪掉台阶面崩缺后的缺陷
HObject ho_ErrorRegioinFull = null;
HObject ho_ErrorConnectFull = null;
HObject ho_ErrorSelectFull = null;
HObject ho_ErrorXldFull = null;
HObject ho_SmoothedContoursFullLongest = null;
HOperatorSet.GenEmptyObj(out ho_SmoothedContoursFullLongest);
HOperatorSet.GenEmptyObj(out ho_ImageReduced);
HOperatorSet.GenEmptyObj(out ho_Region);
HOperatorSet.GenEmptyObj(out ho_RegionDilation);
HOperatorSet.GenEmptyObj(out ho_rectErosion1);
HOperatorSet.GenEmptyObj(out ho_BorderOrigin);
HOperatorSet.GenEmptyObj(out ho_ConnectedRegionDilation);
HOperatorSet.GenEmptyObj(out ho_BinImage);
HOperatorSet.GenEmptyObj(out ho_ImageBinReduced);
HOperatorSet.GenEmptyObj(out ho_BorderOriginal);
HOperatorSet.GenEmptyObj(out ho_SmoothedBoaderOriginal);
HOperatorSet.GenEmptyObj(out ho_SelectedSmoothedContours);
HOperatorSet.GenEmptyObj(out ho_ObjectSelected);
HOperatorSet.GenEmptyObj(out ho_ContourConcat);
HOperatorSet.GenEmptyObj(out ho_RegionParall);
HOperatorSet.GenEmptyObj(out ho_ImageParall);
HOperatorSet.GenEmptyObj(out ho_RegionError);
HOperatorSet.GenEmptyObj(out ho_ConnectedRegions);
HOperatorSet.GenEmptyObj(out ho_RegionErosionError);
HOperatorSet.GenEmptyObj(out ho_RegionDilationError);
HOperatorSet.GenEmptyObj(out ho_BorderFull);
HOperatorSet.GenEmptyObj(out ho_SmoothedContoursFull);
HOperatorSet.GenEmptyObj(out ho_FilterInverseROI);
HOperatorSet.GenEmptyObj(out ho_FilterErrorFull);
HOperatorSet.GenEmptyObj(out ho_ParaFull);
HOperatorSet.GenEmptyObj(out ho_ParaRegionFull);
#endregion 定义
try
{
int smooth = (par.SmoothValue / 2) * 2 + 1;//平滑系数只能是奇数
HOperatorSet.GetImageSize(ho_ImageBinary, out hv_Width, out hv_Height);
//求取ROI
FunROI funCirROI = new FunROI();
bool blResult = false;
string anno = "";
ho_ROI = funCirROI.CreateOneROI(parRaisedEdgeSmooth.g_ParROI.g_ParROIExcute_L[0], htResult, out blResult, out anno);
//对ROI区域进行腐蚀，剔除多余轮廓的边界
HOperatorSet.ErosionCircle(ho_ROI, out ho_rectErosion1, 20);
HOperatorSet.ReduceDomain(ho_ImageBinary, ho_rectErosion1, out ho_ImageReduced);
//通过ROI截图
HOperatorSet.Intersection(ho_RegionBinary, ho_ROI, out ho_RegionDilation);
//对二值化图片求取轮廓
HOperatorSet.ThresholdSubPix(ho_ImageReduced, out ho_BorderOrigin, 100);
//迭代十次
for (int i = 0; i < par.Num; i++)
{
hv_Row1 = new HTuple();
hv_Col1 = new HTuple();
hv_Row2 = new HTuple();
hv_Col2 = new HTuple();
//剔除主体之外的噪声点
ho_ConnectedRegionDilation.Dispose();
HOperatorSet.Connection(ho_RegionDilation, out ho_ConnectedRegionDilation);
HOperatorSet.AreaCenter(ho_ConnectedRegionDilation, out hv_AreaDilation, out hv_RowDilation, out hv_ColumnDilation);
ho_RegionDilation.Dispose();
//保留主体
HOperatorSet.SelectShape(ho_ConnectedRegionDilation, out ho_RegionDilation, "area", "and", 50000, int.MaxValue);
//主题二值化以后的图片
ho_BinImage.Dispose();
HOperatorSet.RegionToBin(ho_RegionDilation, out ho_BinImage, 255, 0, hv_Width, hv_Height);
//二值化缩减轮廓
ho_ImageBinReduced.Dispose();
HOperatorSet.ReduceDomain(ho_BinImage, ho_rectErosion1, out ho_ImageBinReduced);
//***************************
//生成带有方向梯度的边界，用平滑后的边界和原始边界的平移生成轮廓处理
//生成内边界
ho_BorderOriginal.Dispose();
HOperatorSet.ThresholdSubPix(ho_ImageBinReduced, out ho_BorderOriginal, 100);
//角点非圆弧
ho_SmoothedBoaderOriginal.Dispose();
HOperatorSet.SmoothContoursXld(ho_BorderOriginal, out ho_SmoothedBoaderOriginal, smooth);
//筛选轮廓
ho_SelectedSmoothedContours.Dispose();
HOperatorSet.SelectContoursXld(ho_SmoothedBoaderOriginal, out ho_SelectedSmoothedContours, "contour_length", par.SelectAreaLow, 99999999, -0.5, 0.5);
HOperatorSet.CountObj(ho_SelectedSmoothedContours, out hv_NumberSmooth);
if ((int)(new HTuple(hv_NumberSmooth.TupleGreater(1))) != 0)
{
int numSmooth = hv_NumberSmooth.ToIArr()[0] - 1;
for (int j = 0; j < numSmooth; j++)
{
ho_ObjectSelected.Dispose();
HOperatorSet.SelectObj(ho_SelectedSmoothedContours, out ho_ObjectSelected, j + 1);
HOperatorSet.GetContourXld(ho_ObjectSelected, out hv_RowS, out hv_ColS);
HOperatorSet.TupleConcat(hv_RowInit, hv_RowS, out hv_RowInit);
HOperatorSet.TupleConcat(hv_ColInit, hv_ColS, out hv_ColInit);
}
}
else
{
HOperatorSet.GetContourXld(ho_SelectedSmoothedContours, out hv_RowInit, out hv_ColInit);
}
//生成平行轮廓的点
HTuple[] rowCol = null;
GenParallPoint(par.Position, par.DefectType, (int)par.GapIn, (int)par.GapOut, hv_RowInit, hv_ColInit, out rowCol);
hv_Row1 = rowCol[0];
hv_Col1 = rowCol[1];
hv_Row2 = rowCol[2];
hv_Col2 = rowCol[3];
//生成平行轮廓包围的区域
HOperatorSet.TupleInverse(hv_Col2, out hv_InvertedCol);
HOperatorSet.TupleInverse(hv_Row2, out hv_InvertedRow);
HOperatorSet.TupleConcat(hv_Col1, hv_InvertedCol, out hv_ConcatCol);
HOperatorSet.TupleConcat(hv_Row1, hv_InvertedRow, out hv_ConcatRow);
//select_contours_xld (SmoothedContours, SelectedSmoothedContours, 'contour_length', 50, 99999999, -0.5, 0.5)
//HOperatorSet.SelectContoursXld(ho_ContourConcat, out ho_ContourConcat, "contour_length", par.ErrorAreaValue, 99999999, -0.5, 0.5);
if (hv_ConcatRow.Length == 0)
{
result.LevelError_e = LevelError_enum.Error;
result.Annotation = par.NameCell.ToString() + "hv_ConcatRow的数量为0";
result.SetDefault();
return;
}
ho_ContourConcat.Dispose();
HOperatorSet.GenContourPolygonXld(out ho_ContourConcat, hv_ConcatRow, hv_ConcatCol);
//生成平行轮廓region
ho_RegionParall.Dispose();
HOperatorSet.GenRegionContourXld(ho_ContourConcat, out ho_RegionParall, "filled");
ho_ImageParall.Dispose();
HOperatorSet.ReduceDomain(ho_BinImage, ho_RegionParall, out ho_ImageParall);
ho_RegionError.Dispose();
HOperatorSet.Threshold(ho_ImageParall, out ho_RegionError, 100, 255);
ho_ConnectedRegions.Dispose();
HOperatorSet.Connection(ho_RegionError, out ho_ConnectedRegions);
//轮廓的内边界先外移1个像素，再膨胀靠近（忽略最小1个像素的地方）
ho_RegionErosionError.Dispose();
HOperatorSet.SelectShape(ho_ConnectedRegions, out ho_RegionErosionError, "area", "and", par.ErrorAreaValue, 99999999);
//膨胀缺陷
ho_RegionDilationError.Dispose();
HOperatorSet.DilationCircle(ho_RegionErosionError, out ho_RegionDilationError, par.DilationDefectValue);
//剔除残留
HOperatorSet.Difference(ho_RegionDilation, ho_RegionDilationError, out ho_RegionDilation);
HOperatorSet.CountObj(ho_RegionDilationError, out hv_NumberRegionDilation1);
if ((int)(new HTuple(hv_NumberRegionDilation1.TupleEqual(0))) != 0)
{
break;
}
}
//完整图片
ho_BinImage.Dispose();
HOperatorSet.RegionToBin(ho_RegionDilation, out ho_BinImage, 255, 0, hv_Width, hv_Height);
ho_ImageBinReduced.Dispose();
HOperatorSet.ReduceDomain(ho_BinImage, ho_rectErosion1, out ho_ImageBinReduced);
//完整轮廓
ho_BorderFull.Dispose();
HOperatorSet.ThresholdSubPix(ho_ImageBinReduced, out ho_BorderFull, 100);
ho_SmoothedContoursFull.Dispose();
HOperatorSet.SmoothContoursXld(ho_BorderFull, out ho_SmoothedContoursFull, smooth);
HTuple hv_ho_SmoothedContoursFullNumber = null;
HOperatorSet.CountObj(ho_SmoothedContoursFull, out hv_ho_SmoothedContoursFullNumber);//计算平滑区域的xld个数
//如果完整轮廓为空，则返回
if (hv_ho_SmoothedContoursFullNumber == 0)
{
result.LevelError_e = LevelError_enum.Error;
result.Annotation = par.NameCell.ToString() + "ho_SmoothedContoursFull的数量为0";
result.SetDefault();
return;
}
//计算完整轮廓的长度
HTuple hv_SmoothedContoursFullLength = null;
HOperatorSet.LengthXld(ho_SmoothedContoursFull, out hv_SmoothedContoursFullLength);
//找到完整轮廓中最长的一段，剔除干扰小段
HOperatorSet.SelectObj(ho_SmoothedContoursFull, out ho_SmoothedContoursFullLongest, (((hv_SmoothedContoursFullLength.TupleSortIndex()
)).TupleSelect((new HTuple(hv_SmoothedContoursFullLength.TupleLength())) - 1)) + 1);
HTuple[] rowColFull = null;
HOperatorSet.GetContourXld(ho_SmoothedContoursFullLongest, out hv_RowInit, out hv_ColInit);
GenParallPoint(par.Position, par.DefectType, 0, (int)par.GapOut, hv_RowInit, hv_ColInit, out rowColFull);
hv_Row1 = rowColFull[0];
hv_Col1 = rowColFull[1];
hv_Row2 = rowColFull[2];
hv_Col2 = rowColFull[3];
//生成平行轮廓包围的区域
HOperatorSet.TupleInverse(hv_Col2, out hv_InvertedCol);
HOperatorSet.TupleInverse(hv_Row2, out hv_InvertedRow);
HOperatorSet.TupleConcat(hv_Col1, hv_InvertedCol, out hv_ConcatCol);
HOperatorSet.TupleConcat(hv_Row1, hv_InvertedRow, out hv_ConcatRow);
ho_ContourConcat.Dispose();
HOperatorSet.GenContourPolygonXld(out ho_ContourConcat, hv_ConcatRow, hv_ConcatCol);
HOperatorSet.GenRegionContourXld(ho_ContourConcat, out ho_RegionROIFull, "filled");
HOperatorSet.ReduceDomain(ho_ImageBinary, ho_RegionROIFull, out ho_ErrorFull);
ho_FilterErrorFull.Dispose();
ho_FilterInverseROI.Dispose();
if (par.DefectType == "Shell" && parRaisedEdgeSmooth.g_ParROI.g_ParROIExcute_L.Count > 1)
{
ho_FilterROI = funCirROI.CreateOneROI(parRaisedEdgeSmooth.g_ParROI.g_ParROIExcute_L[1], htResult, out blResult, out anno);
HOperatorSet.Complement(ho_FilterROI, out ho_FilterInverseROI);
HOperatorSet.ReduceDomain(ho_ErrorFull, ho_FilterInverseROI, out ho_FilterErrorFull);
}
else
{
ho_FilterErrorFull = ho_ErrorFull.Clone();
}
HOperatorSet.Threshold(ho_FilterErrorFull, out ho_ErrorRegioinFull, 100, 255);
HOperatorSet.Connection(ho_ErrorRegioinFull, out ho_ErrorConnectFull);
HTuple numError = 0;
HTuple rowFull = null;
HTuple colFull = null;
HTuple disMin = null;
HTuple disMax = null;
HTuple disMinSort = null;
HTuple disMinSortIndex = null;
HTuple areaError = null;
HTuple rowError = null;
HTuple colError = null;
HOperatorSet.CountObj(ho_ErrorConnectFull, out numError);
HObject ho_ErrorSelectedPart;
for (int i = 0; i < numError; i++)
{
HOperatorSet.SelectObj(ho_ErrorConnectFull, out ho_ErrorSelectedPart, i + 1);
HOperatorSet.GenContourRegionXld(ho_ErrorSelectedPart, out ho_ErrorXldFull, "border");
HOperatorSet.GetContourXld(ho_ErrorXldFull, out rowFull, out colFull);
HOperatorSet.DistancePc(ho_SmoothedContoursFullLongest, rowFull, colFull, out disMin, out disMax);
HOperatorSet.TupleSort(disMin, out disMinSort);
HOperatorSet.TupleSortIndex(disMin, out disMinSortIndex);
//for (int j = 0; j < disMax.Length; j++)
//{
if (disMinSort[disMinSort.Length - 1] > par.NormalTh)
{
HOperatorSet.AreaCenter(ho_ErrorSelectedPart, out areaError, out rowError, out colError);
result.X_L.Add(colFull[disMinSortIndex[disMinSort.Length - 1].I]);
result.Y_L.Add(rowFull[disMinSortIndex[disMinSort.Length - 1].I]);
result.R_L.Add(0);
double dist = disMinSort[disMinSort.Length - 1];
result.Height_L.Add(Math.Round(dist, 1));
result.Area_L.Add(areaError.ToDArr()[0]);
break;
}
//}
}
//区域个数
result.Num = result.X_L.Count;
if (result.Num == 0)
{
//如果前一次结果为error,那么即使这次的结果是OK，也要保持ERROR的状态
if (result.LevelError_e == LevelError_enum.Error)
{
result.SetDefault();
}
else
{
result.LevelError_e = LevelError_enum.OK;
result.Annotation = par.NameCell.ToString() + "缺陷个数为0";
result.SetDefault();
}
}
//添加显示
AddDisplay(par.g_ParOutput, result);
}
catch (Exception ex)
{
result.LevelError_e = LevelError_enum.Error;
result.Annotation = par.NameCell.ToString() + ex.Message.ToString();
result.SetDefault();
Log.L_I.WriteError(NameClass, ex);
}
finally
{
#region 记录
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_ImageBinary", ho_ImageBinary);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_ROI", ho_ROI);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_FilterROI", ho_FilterROI);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_rectErosion1", ho_rectErosion1);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_ImageReduced", ho_ImageReduced);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_Region", ho_Region);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_RegionDilation", ho_RegionDilation);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_BorderOrigin", ho_BorderOrigin);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_ConnectedRegionDilation", ho_ConnectedRegionDilation);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_BinImage", ho_BinImage);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_BorderOriginal", ho_BorderOriginal);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_SmoothedBoaderOriginal", ho_SmoothedBoaderOriginal);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_SelectedSmoothedContours", ho_SelectedSmoothedContours);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_ObjectSelected", ho_ObjectSelected);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_ContourConcat", ho_ContourConcat);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_RegionParall", ho_RegionParall);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_FilterErrorFull", ho_FilterErrorFull);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_ImageParall", ho_ImageParall);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_RegionError", ho_RegionError);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_ConnectedRegions", ho_ConnectedRegions);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_RegionErosionError", ho_RegionErosionError);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_RegionDilationError", ho_RegionDilationError);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_BorderFull", ho_BorderFull);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_SmoothedContoursFull", ho_SmoothedContoursFull);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_SmoothedContoursFullLongest", ho_SmoothedContoursFullLongest);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_RegionROIFull", ho_RegionROIFull);
RecordHoject(parRaisedEdgeSmooth, result, NameClass, "ho_ErrorConnectFull", ho_ErrorConnectFull);
#endregion 记录
}
}
public static void GenDefectRegions(Bitmap bitmap, List <Rectangle> rectangles, double radiusOfDilation, out List <SingleDefectRegion> defectRegions)
{
defectRegions = new List <SingleDefectRegion>();
HObject ho_image;
HObject ho_ConnectedDilations;
HTuple hv_Row1OfRectangles = new HTuple();
HTuple hv_Row2OfRectangles = new HTuple();
HTuple hv_Column1OfRectangles = new HTuple();
HTuple hv_Column2OfRectangles = new HTuple();
HTuple hv_RadiusOfDilation = new HTuple();
HTuple hv_IndexOfRectangles = new HTuple();
HTuple hv_NumberListOfRectangles = new HTuple();
// initialation
HOperatorSet.GenEmptyObj(out ho_image);
ho_image.Dispose();
ImageOperateTools.Bitmap8HObjectBpp8(bitmap, out ho_image);
for (int i = 0; i < rectangles.Count; i++)
{
var rectangle = rectangles[i];
hv_Row1OfRectangles.Append(new HTuple(rectangle.Top));
hv_Row2OfRectangles.Append(new HTuple(rectangle.Bottom));
hv_Column1OfRectangles.Append(new HTuple(rectangle.Left));
hv_Column2OfRectangles.Append(new HTuple(rectangle.Right));
}
hv_RadiusOfDilation = radiusOfDilation;
dilate_regions_pro(ho_image, out ho_ConnectedDilations, hv_Row1OfRectangles, hv_Row2OfRectangles, hv_Column1OfRectangles, hv_Column2OfRectangles, hv_RadiusOfDilation, out hv_IndexOfRectangles, out hv_NumberListOfRectangles);
List <int> defectInfoIndexList = new List <int>();
List <int> defectInfoNumberList = new List <int>();
if (hv_IndexOfRectangles.TupleLength() > 0 && hv_NumberListOfRectangles.TupleLength() > 0)
{
defectInfoIndexList.AddRange(hv_IndexOfRectangles.ToIArr());
defectInfoNumberList.AddRange(hv_NumberListOfRectangles.ToIArr());
}
else
{
return;
}
HOperatorSet.CountObj(ho_ConnectedDilations, out var hv_NumberOfDilations);
for (var index = 1; index <= hv_NumberOfDilations; ++index)
{
SingleDefectRegion defectRegion = new SingleDefectRegion();
HOperatorSet.SelectObj(ho_ConnectedDilations, out var ho_Dilation, index);
// DefectRegion.DefectInfoIndexList
for (var cnt = 0; cnt < defectInfoNumberList[index - 1]; ++cnt)
{
defectRegion.DefectInfoIndexList.Add(defectInfoIndexList[0]);
defectInfoIndexList.RemoveAt(0);
}
// DefectRegion.Xldxxx
convert_single_region_to_points(ho_Dilation, out var hv_posYs, out var hv_posXs, out var hv_pointsNum);
if (hv_posYs.TupleLength() > 0)
{
defectRegion.XldYs.AddRange(hv_posYs.ToDArr());
}
if (hv_posXs.TupleLength() > 0)
{
defectRegion.XldXs.AddRange(hv_posXs.ToDArr());
}
if (hv_pointsNum.TupleLength() > 0)
{
defectRegion.XldPointCount.AddRange(hv_pointsNum.ToIArr());
}
// DefectRegion.SmallestRect
HOperatorSet.SmallestRectangle1(ho_Dilation, out var hv_Row1, out var hv_Column1, out var hv_Row2, out var hv_Column2);
defectRegion.SmallestRect = Rectangle.FromLTRB(hv_Column1.I, hv_Row1.I, hv_Column2.I, hv_Row2.I);
defectRegions.Add(defectRegion);
}
return;
}