private void AssignToolResult(CogHistogramTool cogHistool) { CogHistogramResult cogHisResults = cogHistool.Result; if (cogHisResults != null) { AssignToolResult(cogHistool.Name, cogHisResults); } }
public double GetHistogramStandardDeviatioValue(CogImage8Grey _SrcImage, CogRectangle _InspRegion) { CogHistogramTool _CogHistoTool = new CogHistogramTool(); _CogHistoTool.InputImage = _SrcImage; _CogHistoTool.Region = _InspRegion; _CogHistoTool.Run(); double _HistoDeviation = _CogHistoTool.Result.StandardDeviation; return(_HistoDeviation); }
public double GetHistogramStandardDeviatioValue(CogImage8Grey _SrcImage, CogRectangle _InspRegion) { //Image ADD CogIPTwoImageAddTool _CogImageAddTool = new CogIPTwoImageAddTool(); _CogImageAddTool.InputImageA = _SrcImage; _CogImageAddTool.InputImageB = _SrcImage; _CogImageAddTool.Run(); CogImage8Grey _DestImage = (CogImage8Grey)_CogImageAddTool.OutputImage; CogHistogramTool _CogHistoTool = new CogHistogramTool(); //_CogHistoTool.InputImage = _SrcImage; _CogHistoTool.InputImage = _DestImage; _CogHistoTool.Region = _InspRegion; _CogHistoTool.Run(); double _HistoDeviation = _CogHistoTool.Result.StandardDeviation; return(_HistoDeviation); }
public bool Run(CogImage8Grey _SrcImage, CogRectangle _InspRegion, CogEllipseAlgo _CogEllipseAlgo, ref CogEllipseResult _CogEllipseResult, double _OffsetX = 0, double _OffsetY = 0, int _NgNumber = 0) { bool _Result = true; #region Caliper Center XY 구하기 -> Blob으로 Center 위치 Search #region GetAutoThresholdValue CogHistogramTool _HistoTool = new CogHistogramTool(); _HistoTool.InputImage = _SrcImage; _HistoTool.Region = _InspRegion; _HistoTool.Run(); int[] _HistoValue = _HistoTool.Result.GetHistogram(); double _TotSize = _InspRegion.Width * _InspRegion.Height; double _ThresholdSum = 0; int _ThresholdValue = 0; for (int iLoopCount = 0; iLoopCount < 256; ++iLoopCount) { _ThresholdSum += iLoopCount * _HistoValue[iLoopCount]; } double _ThresholdSum2 = 0; double _WeightBack = 0, _WeightFore = 0, _VarMax = 0; for (int iLoopCount = 0; iLoopCount < 256; ++iLoopCount) { _WeightBack += _HistoValue[iLoopCount]; if (0 == _WeightBack) { continue; } _WeightFore = _TotSize - _WeightBack; if (0 == _WeightFore) { break; } _ThresholdSum2 += (double)(iLoopCount * _HistoValue[iLoopCount]); double _MeanBack = _ThresholdSum2 / _WeightBack; double _MeanFore = (_ThresholdSum - _ThresholdSum2) / _WeightFore; double _VarBetween = _WeightBack * _WeightFore * Math.Pow((_MeanBack - _MeanFore), 2); if (_VarBetween > _VarMax) { _VarMax = _VarBetween; _ThresholdValue = iLoopCount; } } #endregion #region Blob Search CogBlobTool _BlobTool = new CogBlobTool(); _BlobTool.InputImage = _SrcImage; _BlobTool.Region = _InspRegion; _BlobTool.RunParams.SegmentationParams.Mode = CogBlobSegmentationModeConstants.HardFixedThreshold; _BlobTool.RunParams.SegmentationParams.Polarity = CogBlobSegmentationPolarityConstants.LightBlobs; _BlobTool.RunParams.ConnectivityMode = CogBlobConnectivityModeConstants.GreyScale; _BlobTool.RunParams.ConnectivityCleanup = CogBlobConnectivityCleanupConstants.Fill; _BlobTool.RunParams.SegmentationParams.HardFixedThreshold = _ThresholdValue; _BlobTool.RunParams.ConnectivityMinPixels = 10000; _BlobTool.Run(); CogBlobResults _BlobResults = _BlobTool.Results; double _MaxSize = 0; double _CaliperCenterX = 0; double _CaliperCenterY = 0; if (_BlobResults.GetBlobs().Count > 0) { for (int iLoopCount = 0; iLoopCount < _BlobResults.GetBlobs().Count; ++iLoopCount) { CogBlobResult _BlobResult = _BlobResults.GetBlobByID(iLoopCount); if (_BlobResult.Area > _MaxSize) { _MaxSize = _BlobResult.Area; _CaliperCenterX = _BlobResult.CenterOfMassX; _CaliperCenterY = _BlobResult.CenterOfMassY; } } } else { _CaliperCenterX = _CogEllipseAlgo.ArcCenterX - _OffsetX; _CaliperCenterY = _CogEllipseAlgo.ArcCenterY - _OffsetY; } //CogSerializer.SaveObjectToFile(_BlobTool, string.Format(@"D:\CircleBlob.vpp")); #endregion #endregion SetCaliperDirection(_CogEllipseAlgo.CaliperSearchDirection, _CogEllipseAlgo.CaliperPolarity); SetCaliper(_CogEllipseAlgo.CaliperNumber, _CogEllipseAlgo.CaliperSearchLength, _CogEllipseAlgo.CaliperProjectionLength, _CogEllipseAlgo.CaliperIgnoreNumber); //LJH 2019.05.23 Caliper Center 기준점 변경 //SetEllipticalArc(_CogEllipseAlgo.ArcCenterX - _OffsetX, _CogEllipseAlgo.ArcCenterY - _OffsetY, _CogEllipseAlgo.ArcRadiusX, _CogEllipseAlgo.ArcRadiusY, _CogEllipseAlgo.ArcAngleSpan); SetEllipticalArc(_CaliperCenterX, _CaliperCenterY, _CogEllipseAlgo.ArcRadiusX, _CogEllipseAlgo.ArcRadiusY, _CogEllipseAlgo.ArcAngleSpan); if (true == Inspection(_SrcImage)) { GetResult(); } if (FindEllipseResults != null && FindEllipseResults.Count > 0) { _CogEllipseResult.IsGood = true; } else { _CogEllipseResult.IsGood = false; } if (!_CogEllipseResult.IsGood) { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - Ellipse Find Fail!!", CLogManager.LOG_LEVEL.MID); _CogEllipseResult.CenterX = _CogEllipseAlgo.ArcCenterX; _CogEllipseResult.CenterY = _CogEllipseAlgo.ArcCenterY; _CogEllipseResult.RadiusX = _CogEllipseAlgo.ArcRadiusX; _CogEllipseResult.RadiusY = _CogEllipseAlgo.ArcRadiusY; _CogEllipseResult.OriginX = 0; _CogEllipseResult.OriginY = 0; _CogEllipseResult.Rotation = 0; _CogEllipseResult.NgNumber = _NgNumber; } else { if (FindEllipseResults.GetEllipse() != null) { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - Ellipse Complete", CLogManager.LOG_LEVEL.MID); _CogEllipseResult.PointFoundCount = FindEllipseResults.NumPointsFound; _CogEllipseResult.CenterX = FindEllipseResults.GetEllipse().CenterX; _CogEllipseResult.CenterY = FindEllipseResults.GetEllipse().CenterY; _CogEllipseResult.RadiusX = FindEllipseResults.GetEllipse().RadiusX; _CogEllipseResult.RadiusY = FindEllipseResults.GetEllipse().RadiusY; _CogEllipseResult.OriginX = FindEllipseResults.GetEllipse().CenterX; _CogEllipseResult.OriginY = FindEllipseResults.GetEllipse().CenterY; _CogEllipseResult.Rotation = FindEllipseResults.GetEllipse().Rotation; _CogEllipseResult.NgNumber = _NgNumber; _CogEllipseResult.PointPosXInfo = new double[FindEllipseResults.Count]; _CogEllipseResult.PointPosYInfo = new double[FindEllipseResults.Count]; _CogEllipseResult.PointStatusInfo = new bool[FindEllipseResults.Count]; for (int iLoopCount = 0; iLoopCount < FindEllipseResults.Count; ++iLoopCount) { if (true == FindEllipseResults[iLoopCount].Found) { _CogEllipseResult.PointPosXInfo[iLoopCount] = FindEllipseResults[iLoopCount].X; _CogEllipseResult.PointPosYInfo[iLoopCount] = FindEllipseResults[iLoopCount].Y; } _CogEllipseResult.PointStatusInfo[iLoopCount] = FindEllipseResults[iLoopCount].Used; } _CogEllipseResult.DiameterMinAlgo = _CogEllipseAlgo.DiameterSize - _CogEllipseAlgo.DiameterMinus; _CogEllipseResult.DiameterMaxAlgo = _CogEllipseAlgo.DiameterSize + _CogEllipseAlgo.DiameterPlus; CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, String.Format(" - Center X : {0}, Y : {1}", _CogEllipseResult.CenterX.ToString("F2"), _CogEllipseResult.CenterY.ToString("F2")), CLogManager.LOG_LEVEL.MID); CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, String.Format(" - Radius X : {0}, Y : {1}", _CogEllipseResult.RadiusX.ToString("F2"), _CogEllipseResult.RadiusY.ToString("F2")), CLogManager.LOG_LEVEL.MID); } else { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - Ellipse Find Fail!!", CLogManager.LOG_LEVEL.MID); _CogEllipseResult.CenterX = _CogEllipseAlgo.ArcCenterX; _CogEllipseResult.CenterY = _CogEllipseAlgo.ArcCenterY; _CogEllipseResult.RadiusX = _CogEllipseAlgo.ArcRadiusX; _CogEllipseResult.RadiusY = _CogEllipseAlgo.ArcRadiusY; _CogEllipseResult.OriginX = 0; _CogEllipseResult.OriginY = 0; _CogEllipseResult.NgNumber = _NgNumber; _CogEllipseResult.IsGood = false; } } CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - Result : " + _CogEllipseResult.IsGood.ToString(), CLogManager.LOG_LEVEL.MID); return(_Result); }
public AHistogram(Object objTool) { m_cogHistogramTool = objTool as CogHistogramTool; Init(); }
public AHistogram() { m_cogHistogramTool = new CogHistogramTool(); Init(); }
public bool Run(CogImage8Grey _SrcImage, CogRectangleAffine _InspRegion, CogBlobReferenceAlgo _CogBlobReferAlgo, ref CogBlobReferenceResult _CogBlobReferResult, int _NgNumber = 0) { bool _Result = true; double _X = 0, _Y = 0; SetHardFixedThreshold(_CogBlobReferAlgo.ThresholdMin); SetConnectivityMinimum((int)_CogBlobReferAlgo.BlobAreaMin); SetPolarity(Convert.ToBoolean(_CogBlobReferAlgo.ForeGround)); SetMeasurement(CogBlobMeasureConstants.Area, CogBlobMeasureModeConstants.Filter, CogBlobFilterModeConstants.IncludeBlobsInRange, _CogBlobReferAlgo.BlobAreaMin, _CogBlobReferAlgo.BlobAreaMax); if (true == Inspection(_SrcImage, _InspRegion)) { GetResult(true); } List <int> _ResultIndexList = new List <int>(); if (GetResults().BlobCount > 0) { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - Blob Total Count : " + GetResults().BlobCount.ToString(), CLogManager.LOG_LEVEL.MID); CogBlobReferenceResult _CogBlobReferResultTemp = new CogBlobReferenceResult(); _CogBlobReferResultTemp = GetResults(); double _ResolutionX = _CogBlobReferAlgo.ResolutionX; double _ResolutionY = _CogBlobReferAlgo.ResolutionY; for (int iLoopCount = 0; iLoopCount < _CogBlobReferResultTemp.BlobCount; ++iLoopCount) { double _ResultRealWidth = _CogBlobReferResultTemp.Width[iLoopCount] * _ResolutionX; double _ResultRealHeight = _CogBlobReferResultTemp.Height[iLoopCount] * _ResolutionY; if (_CogBlobReferAlgo.WidthMin < _ResultRealWidth && _CogBlobReferAlgo.WidthMax > _ResultRealWidth && _CogBlobReferAlgo.HeightMin < _ResultRealHeight && _CogBlobReferAlgo.HeightMax > _ResultRealHeight) { _CogBlobReferResultTemp.IsGoods[iLoopCount] = true; if (_CogBlobReferAlgo.UseBodyArea) { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - UseBodyArea Flag True", CLogManager.LOG_LEVEL.MID); double _BodyAreaGap = Math.Abs(_CogBlobReferResultTemp.BlobArea[iLoopCount] - _CogBlobReferAlgo.BodyArea); if ((_CogBlobReferAlgo.BodyArea * _CogBlobReferAlgo.BodyAreaPermitPercent / 100) > _BodyAreaGap) { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - UseBodyArea Result Fail!!", CLogManager.LOG_LEVEL.MID); CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, String.Format(" - UseBodyArea Result : {0}", _BodyAreaGap.ToString("F2")), CLogManager.LOG_LEVEL.MID); CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, String.Format(" - UseBodyArea Condition : {0}", (_CogBlobReferAlgo.BodyArea * _CogBlobReferAlgo.BodyAreaPermitPercent / 100).ToString("F2")), CLogManager.LOG_LEVEL.MID); _CogBlobReferResultTemp.IsGoods[iLoopCount] = false; continue; } } if (_CogBlobReferAlgo.UseBodyWidth) { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - UseBodyWidth Flag True", CLogManager.LOG_LEVEL.MID); double _BodyWidthGap = Math.Abs(_CogBlobReferResultTemp.Width[iLoopCount] - _CogBlobReferAlgo.BodyWidth); if ((_CogBlobReferAlgo.BodyWidth * _CogBlobReferAlgo.BodyWidthPermitPercent / 100) > _BodyWidthGap) { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - UseBodyWidth Result Fail!!", CLogManager.LOG_LEVEL.MID); CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, String.Format(" - UseBodyWidth Result : {0}", _BodyWidthGap.ToString("F2")), CLogManager.LOG_LEVEL.MID); CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, String.Format(" - UseBodyWidth Condition : {0}", (_CogBlobReferAlgo.BodyWidth * _CogBlobReferAlgo.BodyWidthPermitPercent / 100).ToString("F2")), CLogManager.LOG_LEVEL.MID); _CogBlobReferResultTemp.IsGoods[iLoopCount] = false; continue; } } if (_CogBlobReferAlgo.UseBodyHeight) { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - UseBodyHeight Flag True", CLogManager.LOG_LEVEL.MID); double _BodyHeightGap = Math.Abs(_CogBlobReferResultTemp.Height[iLoopCount] - _CogBlobReferAlgo.BodyHeight); if ((_CogBlobReferAlgo.BodyHeight * _CogBlobReferAlgo.BodyHeightPermitPercent / 100) > _BodyHeightGap) { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - UseBodyHeight Result Fail!!", CLogManager.LOG_LEVEL.MID); CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, String.Format(" - UseBodyHeight Result : {0}", _BodyHeightGap.ToString("F2")), CLogManager.LOG_LEVEL.MID); CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, String.Format(" - UseBodyHeight Condition : {0}", (_CogBlobReferAlgo.BodyHeight * _CogBlobReferAlgo.BodyHeightPermitPercent / 100).ToString("F2")), CLogManager.LOG_LEVEL.MID); _CogBlobReferResultTemp.IsGoods[iLoopCount] = false; continue; } } CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, String.Format(" - W : {0}mm, H : {1}mm", _ResultRealWidth, _ResultRealHeight), CLogManager.LOG_LEVEL.MID); eBenchMarkPosition _eBenchMark = (eBenchMarkPosition)_CogBlobReferAlgo.BenchMarkPosition; if (eBenchMarkPosition.TL == _eBenchMark) { _X = _CogBlobReferResultTemp.BlobMinX[iLoopCount]; _Y = _CogBlobReferResultTemp.BlobMinY[iLoopCount]; } else if (eBenchMarkPosition.TC == _eBenchMark) { _X = _CogBlobReferResultTemp.BlobCenterX[iLoopCount]; _Y = _CogBlobReferResultTemp.BlobMinY[iLoopCount]; } else if (eBenchMarkPosition.TR == _eBenchMark) { _X = _CogBlobReferResultTemp.BlobMaxX[iLoopCount]; _Y = _CogBlobReferResultTemp.BlobMinY[iLoopCount]; } else if (eBenchMarkPosition.ML == _eBenchMark) { _X = _CogBlobReferResultTemp.BlobMinX[iLoopCount]; _Y = _CogBlobReferResultTemp.BlobCenterY[iLoopCount]; } else if (eBenchMarkPosition.MC == _eBenchMark) { _X = _CogBlobReferResultTemp.BlobCenterX[iLoopCount]; _Y = _CogBlobReferResultTemp.BlobCenterY[iLoopCount]; } else if (eBenchMarkPosition.MR == _eBenchMark) { _X = _CogBlobReferResultTemp.BlobMaxX[iLoopCount]; _Y = _CogBlobReferResultTemp.BlobCenterY[iLoopCount]; } else if (eBenchMarkPosition.BL == _eBenchMark) { _X = _CogBlobReferResultTemp.BlobMinX[iLoopCount]; _Y = _CogBlobReferResultTemp.BlobMaxY[iLoopCount]; } else if (eBenchMarkPosition.BC == _eBenchMark) { _X = _CogBlobReferResultTemp.BlobCenterX[iLoopCount]; _Y = _CogBlobReferResultTemp.BlobMaxY[iLoopCount]; } else if (eBenchMarkPosition.BR == _eBenchMark) { _X = _CogBlobReferResultTemp.BlobMaxX[iLoopCount]; _Y = _CogBlobReferResultTemp.BlobMaxY[iLoopCount]; } _CogBlobReferResultTemp.OriginX[iLoopCount] = _X; _CogBlobReferResultTemp.OriginY[iLoopCount] = _Y; _ResultIndexList.Add(iLoopCount); } } if (_ResultIndexList.Count > 0) { if (_CogBlobReferAlgo.UseDummyValue) { //Image ADD CogIPTwoImageAddTool _CogImageAddTool = new CogIPTwoImageAddTool(); _CogImageAddTool.InputImageA = _SrcImage; _CogImageAddTool.InputImageB = _SrcImage; _CogImageAddTool.Run(); CogImage8Grey _DestImage = (CogImage8Grey)_CogImageAddTool.OutputImage; //Histogram check CogHistogramTool _CogHistoTool = new CogHistogramTool(); //_CogHistoTool.InputImage = _SrcImage; _CogHistoTool.InputImage = _DestImage; _CogHistoTool.Region = _InspRegion; _CogHistoTool.Run(); double _HistoAvg = _CogHistoTool.Result.StandardDeviation; _CogBlobReferResult.HistogramAvg = _HistoAvg; //if (_CogBlobReferAlgo.DummyHistoMeanValue + 5 > _HistoAvg)// && _CogBlobReferAlgo.DummyHistoMeanValue - 5 < _HistoAvg) if (_CogBlobReferAlgo.DummyHistoMeanValue > _HistoAvg) { _CogBlobReferResult.DummyStatus = true; } CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - Dummy Deviation : " + _HistoAvg.ToString("F2"), CLogManager.LOG_LEVEL.MID); CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - Dummy Status : " + _CogBlobReferResult.DummyStatus.ToString(), CLogManager.LOG_LEVEL.MID); } CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - Blob Condition Count : " + _ResultIndexList.Count.ToString(), CLogManager.LOG_LEVEL.MID); #region _CogBlobReferResult 할당 int _Count = _ResultIndexList.Count; _CogBlobReferResult.BlobCount = _Count; _CogBlobReferResult.BlobMessCenterX = new double[_Count]; _CogBlobReferResult.BlobMessCenterY = new double[_Count]; _CogBlobReferResult.BlobCenterX = new double[_Count]; _CogBlobReferResult.BlobCenterY = new double[_Count]; _CogBlobReferResult.BlobMinX = new double[_Count]; _CogBlobReferResult.BlobMaxX = new double[_Count]; _CogBlobReferResult.BlobMinY = new double[_Count]; _CogBlobReferResult.BlobMaxY = new double[_Count]; _CogBlobReferResult.Width = new double[_Count]; _CogBlobReferResult.Height = new double[_Count]; _CogBlobReferResult.BlobRatio = new double[_Count]; _CogBlobReferResult.Angle = new double[_Count]; _CogBlobReferResult.BlobXMinYMax = new double[_Count]; _CogBlobReferResult.BlobXMaxYMin = new double[_Count]; _CogBlobReferResult.BlobArea = new double[_Count]; _CogBlobReferResult.OriginX = new double[_Count]; _CogBlobReferResult.OriginY = new double[_Count]; _CogBlobReferResult.IsGoods = new bool[_Count]; _CogBlobReferResult.ResultGraphic = new CogCompositeShape[_Count]; #endregion _CogBlobReferResult 할당 for (int iLoopCount = 0; iLoopCount < _Count; ++iLoopCount) { _CogBlobReferResult.BlobMessCenterX[iLoopCount] = _CogBlobReferResultTemp.BlobMessCenterX[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.BlobMessCenterY[iLoopCount] = _CogBlobReferResultTemp.BlobMessCenterY[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.BlobCenterX[iLoopCount] = _CogBlobReferResultTemp.BlobCenterX[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.BlobCenterY[iLoopCount] = _CogBlobReferResultTemp.BlobCenterY[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.BlobMinX[iLoopCount] = _CogBlobReferResultTemp.BlobMinX[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.BlobMaxX[iLoopCount] = _CogBlobReferResultTemp.BlobMaxX[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.BlobMinY[iLoopCount] = _CogBlobReferResultTemp.BlobMinY[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.BlobMaxY[iLoopCount] = _CogBlobReferResultTemp.BlobMaxY[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.Width[iLoopCount] = _CogBlobReferResultTemp.Width[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.Height[iLoopCount] = _CogBlobReferResultTemp.Height[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.BlobArea[iLoopCount] = _CogBlobReferResultTemp.BlobArea[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.OriginX[iLoopCount] = _CogBlobReferResultTemp.OriginX[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.OriginY[iLoopCount] = _CogBlobReferResultTemp.OriginY[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.IsGoods[iLoopCount] = _CogBlobReferResultTemp.IsGoods[_ResultIndexList[iLoopCount]]; _CogBlobReferResult.ResultGraphic[iLoopCount] = _CogBlobReferResultTemp.ResultGraphic[iLoopCount]; } _CogBlobReferResult.IsGood = true; } else { _CogBlobReferResult.BlobMinX = new double[1]; _CogBlobReferResult.BlobMinY = new double[1]; _CogBlobReferResult.BlobCenterX = new double[1]; _CogBlobReferResult.BlobCenterY = new double[1]; _CogBlobReferResult.Width = new double[1]; _CogBlobReferResult.Height = new double[1]; _CogBlobReferResult.OriginX = new double[1]; _CogBlobReferResult.OriginY = new double[1]; _CogBlobReferResult.IsGoods = new bool[1]; _CogBlobReferResult.BlobMinX[0] = _InspRegion.CenterX - (_InspRegion.SideXLength / 2); _CogBlobReferResult.BlobMinY[0] = _InspRegion.CenterY - (_InspRegion.SideYLength / 2); _CogBlobReferResult.BlobCenterX[0] = _InspRegion.CenterX; _CogBlobReferResult.BlobCenterY[0] = _InspRegion.CenterY; _CogBlobReferResult.Width[0] = _InspRegion.SideXLength; _CogBlobReferResult.Height[0] = _InspRegion.SideXLength; _CogBlobReferResult.OriginX[0] = _InspRegion.CenterX; _CogBlobReferResult.OriginY[0] = _InspRegion.CenterY; _CogBlobReferResult.IsGood = false; } } else { CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - Blob not found!!", CLogManager.LOG_LEVEL.MID); _CogBlobReferResult.BlobMinX = new double[1]; _CogBlobReferResult.BlobMinY = new double[1]; _CogBlobReferResult.BlobCenterX = new double[1]; _CogBlobReferResult.BlobCenterY = new double[1]; _CogBlobReferResult.Width = new double[1]; _CogBlobReferResult.Height = new double[1]; _CogBlobReferResult.OriginX = new double[1]; _CogBlobReferResult.OriginY = new double[1]; _CogBlobReferResult.IsGoods = new bool[1]; _CogBlobReferResult.BlobMinX[0] = _InspRegion.CenterX - (_InspRegion.SideXLength / 2); _CogBlobReferResult.BlobMinY[0] = _InspRegion.CenterX - (_InspRegion.SideYLength / 2); _CogBlobReferResult.BlobCenterX[0] = _InspRegion.CenterX; _CogBlobReferResult.BlobCenterY[0] = _InspRegion.CenterY; _CogBlobReferResult.Width[0] = _InspRegion.SideXLength; _CogBlobReferResult.Height[0] = _InspRegion.SideXLength; _CogBlobReferResult.OriginX[0] = _InspRegion.CenterX; _CogBlobReferResult.OriginY[0] = _InspRegion.CenterY; _CogBlobReferResult.IsGood = false; } CLogManager.AddInspectionLog(CLogManager.LOG_TYPE.INFO, " - Result : " + _CogBlobReferResult.IsGood.ToString(), CLogManager.LOG_LEVEL.MID); return(_Result); }
//#region "when the tool group is run" // The GroupRun function is called when the tool group is run. The default // implementation provided here is equivalent to the normal behavior of the // tool group. Modifying this function will allow you to change the behavior // when the tool group is run. public override bool GroupRun(ref string message, ref CogToolResultConstants result) { // To let the execution stop in this script when a debugger is attached, uncomment the following lines. #if DEBUG if (System.Diagnostics.Debugger.IsAttached) { System.Diagnostics.Debugger.Break(); } #endif histCntr = 0; CogGraphicLabel myBaslerLabel = new CogGraphicLabel(); CogGraphicLabel myFlirLabel = new CogGraphicLabel(); CogPointMarker baslerMarker; //= new CogPointMarker(); double blobAngle = 0; double blobAngleRadians = 0; //Get references to the tools CogBlobTool blobBaslerTool = (CogBlobTool)toolGroup.Tools["FindWrappersInBasler"]; CogBlobTool blobFlirTool = (CogBlobTool)toolGroup.Tools["PopsicleBlobFinder"]; CogHistogramTool popsicleHistTool = (CogHistogramTool)toolGroup.Tools["PopsicleHistogramTool"]; //Define the regions CogRectangleAffine popsicleRegion = blobFlirTool.Region as CogRectangleAffine; CogRectangleAffine histogramRegion = blobFlirTool.Region as CogRectangleAffine; //Define the fonts System.Drawing.Font myBaslerFont = new System.Drawing.Font("Microsoft Sans Serif", 12F, System.Drawing.FontStyle.Bold, System.Drawing.GraphicsUnit.Point, ((byte)(0))); System.Drawing.Font myFlirFont = new System.Drawing.Font("Microsoft Sans Serif", 12F, System.Drawing.FontStyle.Bold, System.Drawing.GraphicsUnit.Point, ((byte)(0))); //Reset stats angleFailures = 0; thermalFailures = 0; //Reset any labels and rectangles from previous runs BaslerLabels.Clear(); FlirLabels.Clear(); FlirRectangles.Clear(); //***** Run the tools to perform the search in the basler image ***** //Update status strings for Visual Studio. Do not popup a message box for errors, this causes confusion with the operators. toolGroup.SetScriptTerminalData("BaslerStatus", "OK"); toolGroup.SetScriptTerminalData("FlirStatus", "OK"); bool acquireException = false; try { //Aquire an image from the Basler, send Exception to Visual Studio toolGroup.RunTool(toolGroup.Tools["BaslerAcqFifo"], ref message, ref result); } catch (Exception ex) { toolGroup.SetScriptTerminalData("BaslerStatus", "Script Error: " + ex.Message + " Check power connections and communication cables."); acquireException = true; } try { //Aquire an image from the Flir, send Exception to Visual Studio toolGroup.RunTool(toolGroup.Tools["FlirAcqFifo"], ref message, ref result); } catch (Exception ex) { toolGroup.SetScriptTerminalData("FlirStatus", "Script Error: " + ex.Message + " Check power connections and communication cables."); acquireException = true; } if (acquireException) { return(false); } try { // Scale the Flir image to zoom in to smaller temperature range toolGroup.RunTool(toolGroup.Tools["ScaleFlirImagePmap"], ref message, ref result); } catch (Exception ex) { toolGroup.SetScriptTerminalData("FlirStatus", "Script Error: " + ex.Message + " Failed: ScaleFlirImagePmap"); return(false); } try { // Transform the images to calibrated space toolGroup.RunTool(toolGroup.Tools["CalBasler"], ref message, ref result); toolGroup.RunTool(toolGroup.Tools["CalFlir"], ref message, ref result); } catch (Exception ex) { //MessageBox.Show("Calibration tool error: " + ex.Message, "Script Exception"); toolGroup.SetScriptTerminalData("BaslerStatus", "Script Error: " + ex.Message + " Failed: CalBasler"); toolGroup.SetScriptTerminalData("FlirStatus", "Script Error: " + ex.Message + " Failed: CalFlir"); return(false); } try { toolGroup.RunTool(toolGroup.Tools["CogPixelMapBasler"], ref message, ref result); } catch (Exception ex) { toolGroup.SetScriptTerminalData("BaslerStatus", "Script Error: " + ex.Message + " Failed: CogPixelMapBasler"); return(false); } try { toolGroup.RunTool(toolGroup.Tools["CogIPOneImageTool1"], ref message, ref result); } catch (Exception ex) { toolGroup.SetScriptTerminalData("BaslerStatus", "Script Error: " + ex.Message + " Failed: CogIPOneImageTool1"); return(false); } try { // Run the Flir hist tool toolGroup.RunTool(toolGroup.Tools["PopsicleHistogramTool"], ref message, ref result); } catch (Exception ex) { toolGroup.SetScriptTerminalData("FlirStatus", "Script Error: " + ex.Message + " Failed: PopsicleHistogramTool"); return(false); } try { // Run the blob tool and get a reference to the results. toolGroup.RunTool(blobBaslerTool, ref message, ref result); } catch (Exception ex) { toolGroup.SetScriptTerminalData("BaslerStatus", "Script Error: " + ex.Message + " Failed: Basler blobBaslerTool"); return(false); } CogBlobResultCollection blobResults = blobBaslerTool.Results.GetBlobs(); // Clear list before starting loop malBlobPoses.Clear(); Crosshairs.Clear(); // Get group input terminal data try { disableHist = (bool)toolGroup.GetScriptTerminalData("DisableHistogramInspection"); minPickAngle = (double)toolGroup.GetScriptTerminalData("MinPickAngle"); maxPickAngle = (double)toolGroup.GetScriptTerminalData("MaxPickAngle"); minPopsicleHistCount = (double)toolGroup.GetScriptTerminalData("MinPopsicleHistCount"); VisStudio_Running = (bool)toolGroup.GetScriptTerminalData("VS_Running"); showArea = (bool)toolGroup.GetScriptTerminalData("ShowArea"); showHist = (bool)toolGroup.GetScriptTerminalData("ShowHistCount"); visSideXLength = (double)toolGroup.GetScriptTerminalData("VisSideXLength"); visSideYLength = (double)toolGroup.GetScriptTerminalData("VisSideYLength"); visFlirRegionXadj = (double)toolGroup.GetScriptTerminalData("VisFlirRegionXadj"); visFlirRegionYadj = (double)toolGroup.GetScriptTerminalData("VisFlirRegionYadj"); } catch (Exception ex) { //MessageBox.Show("Getting terminal data exception: ", ex.Message); toolGroup.SetScriptTerminalData("BaslerStatus", "Getting script data: " + ex.Message); } // Set run variables for manual triggering if (!VisStudio_Running) { minPopsicleHistCount = 0; minPickAngle = -20; maxPickAngle = 20; showArea = true; showHist = true; visSideXLength = 200; visSideYLength = 70; visFlirRegionXadj = 0; visFlirRegionYadj = 0; } // *************************************** // ******** Process the blobs ********* // *************************************** try { foreach (CogBlobResult blob in blobResults) { // Set the transform for collections CogTransform2DLinear l2d = new CogTransform2DLinear(); l2d.TranslationX = blob.GetBoundingBoxAtAngle(blob.Angle).CenterX; l2d.TranslationY = blob.GetBoundingBoxAtAngle(blob.Angle).CenterY; l2d.Rotation = blob.Angle; blobAngleRadians = blob.Angle; // Crosshair setup for the Basler baslerMarker = new CogPointMarker(); baslerMarker.X = l2d.TranslationX; baslerMarker.Y = l2d.TranslationY; baslerMarker.Color = CogColorConstants.Green; baslerMarker.GraphicType = CogPointMarkerGraphicTypeConstants.Crosshair; // Flir region CogRectangleAffine myFlirRegion = new CogRectangleAffine(); myFlirRegion.CenterX = l2d.TranslationX + visFlirRegionXadj; myFlirRegion.CenterY = l2d.TranslationY + visFlirRegionYadj; myFlirRegion.Rotation = l2d.Rotation; myFlirRegion.SideXLength = visSideXLength; myFlirRegion.SideYLength = visSideYLength; blobFlirTool.Region = myFlirRegion; toolGroup.RunTool(blobFlirTool, ref message, ref result); popsicleHistTool.Region = myFlirRegion; toolGroup.RunTool(popsicleHistTool, ref message, ref result); // Get the histogram results from the bin binHist = popsicleHistTool.Result.GetHistogram(); // Count total pixels histCntr = 1; for (int i = 0; i < blobFlirTool.RunParams.SegmentationParams.HardFixedThreshold; i++) { histCntr = histCntr + binHist[i]; } myBaslerLabel = new CogGraphicLabel(); myBaslerLabel.SetXYText(0, 0, ""); myFlirLabel = new CogGraphicLabel(); myBaslerLabel.Font = new System.Drawing.Font("Microsoft Sans Serif", 14F, System.Drawing.FontStyle.Bold, System.Drawing.GraphicsUnit.Point, ((byte)(0))); myFlirLabel.Font = new System.Drawing.Font("Microsoft Sans Serif", 14F, System.Drawing.FontStyle.Bold, System.Drawing.GraphicsUnit.Point, ((byte)(0))); myFlirRegion.Visible = true; myBaslerLabel.Alignment = CogGraphicLabelAlignmentConstants.BaselineCenter; myFlirLabel.Alignment = CogGraphicLabelAlignmentConstants.BaselineCenter; // Decide to add the popsicle blob to the collection list if ((histCntr < minPopsicleHistCount) && (!disableHist)) { myBaslerLabel.Color = CogColorConstants.Red; myFlirRegion.Color = CogColorConstants.Red; // Show the hist count in the Flir image myFlirLabel.Color = CogColorConstants.Red; if (showHist) { myFlirLabel.SetXYText(blob.CenterOfMassX, blob.CenterOfMassY, "Size: " + histCntr.ToString()); } thermalFailures++; } else { myBaslerLabel.Color = CogColorConstants.Green; // If histogram check is disabled, draw rectangle in yellow, else green if (disableHist) { myFlirLabel.Color = CogColorConstants.Red; myFlirRegion.Color = CogColorConstants.Yellow; } else { myFlirLabel.Color = CogColorConstants.Green; myFlirRegion.Color = CogColorConstants.Green; } if (showHist) { myFlirLabel.SetXYText(blob.CenterOfMassX, blob.CenterOfMassY, "Size: " + histCntr.ToString()); } // Convert blob angle to degrees blobAngle = blob.Angle * 180 / Math.PI; if ((blobAngle > (double)minPickAngle) && (blobAngle < (double)maxPickAngle)) { malBlobPoses.Add(l2d); if (showArea) { myBaslerLabel.Color = CogColorConstants.Green; myBaslerLabel.SetXYText(l2d.TranslationX, l2d.TranslationY - 15, "Size: " + blob.Area.ToString("0")); } } else { myBaslerLabel.Color = CogColorConstants.Red; myBaslerLabel.SetXYText(l2d.TranslationX, l2d.TranslationY, "Angle: " + blobAngle.ToString("0")); myFlirLabel.Color = CogColorConstants.Red; myFlirRegion.Color = CogColorConstants.Red; angleFailures++; } } myBaslerLabel.Rotation = blobAngleRadians; BaslerLabels.Add(myBaslerLabel); FlirLabels.Add(myFlirLabel); FlirRectangles.Add(myFlirRegion); Crosshairs.Add(baslerMarker); // Update group output terminals toolGroup.SetScriptTerminalData("AngleFailures", angleFailures); toolGroup.SetScriptTerminalData("ThermalFailures", thermalFailures); toolGroup.SetScriptTerminalData("BlobCollection", malBlobPoses); } } catch (Exception ex) { toolGroup.SetScriptTerminalData("BaslerStatus", "Script Error during blob processing: " + ex.Message); malBlobPoses.Clear(); // Clear positional data for this frame } // Returning False indicates we ran the tools in script, and they should not be // run by VisionPro return(false); }