private void btnConourArea_Click(object sender, EventArgs e)
{
int up = (int)nudCntrUp.Value;
int dw = (int)nudCntrDw.Value;
VectorOfVectorOfPoint contours = new VectorOfVectorOfPoint();
var tempimg1 = WorkingImg.Clone();
var colorimg = ColorMode == true ? new Image <Bgr, byte>(RootImgColor.Data) : new Image <Bgr, byte>(RootImg.Bitmap);
CvInvoke.FindContours(tempimg1, contours, null, RetrType.External, ChainApproxMethod.ChainApproxNone);
List <double> arealist = new List <double>();
for (int i = 0; i < contours.Size; i++)
{
double areaSize = CvInvoke.ContourArea(contours[i], false); // Find the area of contour
if (areaSize >= dw && areaSize <= up)
{
CvInvoke.DrawContours(colorimg, contours, i, new MCvScalar(14, 200, 40), 2);
}
}
rtxLog.AppendText("Contour" + Environment.NewLine);
RegistHisroty(WorkingImg, false);
imageBox1.Image = colorimg;
///
}
private void btnLaplace_Click(object sender, EventArgs e)
{
WorkingImg = WorkingImg.Laplace(( int )nudLapla.Value).Convert <Gray, byte>();
rtxLog.AppendText("btnLaplace_Click" + Environment.NewLine);
RegistHisroty(WorkingImg, false);
imageBox1.Image = WorkingImg;
}
private void btnInvThres_Click(object sender, EventArgs e)
{
WorkingImg = WorkingImg.InvThres(( int )nudINvThres.Value);
rtxLog.AppendText("btnInvThres_Click" + Environment.NewLine);
RegistHisroty(WorkingImg, false);
imageBox1.Image = WorkingImg;
}
private void btnBox_Click(object sender, EventArgs e)
{
VectorOfVectorOfPoint contours = new VectorOfVectorOfPoint();
var tempimg1 = WorkingImg.Clone();
var tempimg2 = WorkingImg.Clone();
CvInvoke.FindContours(tempimg1, contours, null, RetrType.External, ChainApproxMethod.ChainApproxNone);
Image <Bgr, byte> colorimg = tempimg2.Convert <Bgr, byte>();
for (int i = 0; i < contours.Size; i++)
{
CvInvoke.DrawContours(colorimg, contours, i, new MCvScalar(14, 200, 40));
}
List <System.Drawing.Rectangle> PassBoxArr = new List <System.Drawing.Rectangle>();
for (int i = 0; i < contours.Size; i++)
{
System.Drawing.Rectangle rc = CvInvoke.BoundingRectangle(contours[i]);
PassBoxArr.Add(rc);
}
Parallel.For(0, PassBoxArr.Count, i =>
{
colorimg.Draw(PassBoxArr[i], new Bgr(20, 5, 165), 1);
});
rtxLog.AppendText("Box" + Environment.NewLine);
RegistHisroty(WorkingImg);
}
private void btnTest_Click(object sender, EventArgs e)
{
//var thres = (int)nudThres.Value;
//Image<Gray, byte> imgoutput = new Image<Gray, byte>(WorkingImg.Data);
//for (int i = 0; i < 20; i++)
//{
// int thr = 190 + i;
// imgoutput = WorkingImg.ThresholdBinary(new Gray(thr), new Gray(255));
// imgoutput.Save(@"C:\Veeco_TestImg\Result" + "\\" + thr.ToString() + ".png");
//}
//rtxLog.AppendText( "ThresInv_Click " + thres.ToString() + Environment.NewLine );
//RegistHisroty( WorkingImg );
var cluster = new Clustering();
var resultlist = cluster.test(WorkingImg.ToBitmap());
Image <Gray, byte> tetimg = new Image <Gray, byte>(resultlist["image"]);
tetimg.Save(basepath + "Clustered.bmp");
label1.Text = ((int)resultlist["center"][0][0]).ToString();
label2.Text = ((int)resultlist["center"][1][0]).ToString();
label3.Text = ((int)resultlist["center"][2][0]).ToString();
WorkingImg = tetimg;
RegistHisroty(WorkingImg);
}
private void btnSimpleBlu_Click(object sender, EventArgs e)
{
WorkingImg = WorkingImg.SmoothBlur(( int )nudBlurKernelSize.Value, ( int )nudBlurKernelSize.Value);
rtxLog.AppendText("btnSimpleBlu_Click" + Environment.NewLine);
RegistHisroty(WorkingImg, false);
imageBox1.Image = WorkingImg;
}
private void btnLevel_Click(object sender, EventArgs e)
{
//WorkingImg = WorkingImg.Brightness( ( double ) nudlevel_a .Value , ( double ) nudlevel_b.Value , ( double )nudlevel_s.Value , ( double )nudlevel_E.Value );
WorkingImg = WorkingImg.Brightness(( double )nudlevel_a.Value, ( double )nudlevel_b.Value);
rtxLog.AppendText($"btnLevel_Click alpha : {( double )nudlevel_a.Value } , beta : {( double )nudlevel_b.Value } " + Environment.NewLine);
RegistHisroty(WorkingImg);
}
private void squ_Click(object sender, EventArgs e)
{
var result = WorkingImg.MatchTemplate(TemplateImg, TemplateMatchingType.SqdiffNormed);
WorkingImg = PaddingImage((255 - result * 255).Convert <Gray, byte>(), TemplateImg);
rtxLog.AppendText("squ_Click" + Environment.NewLine);
RegistHisroty(WorkingImg);
}
private void Corr_Click(object sender, EventArgs e)
{
rtxLog.AppendText("Corr_Click" + Environment.NewLine);
var result = WorkingImg.MatchTemplate(TemplateImg, TemplateMatchingType.CcorrNormed);
WorkingImg = PaddingImage((255 - 255 * result).Convert <Gray, byte>(), TemplateImg);
RegistHisroty(WorkingImg);
}
private void ThresToZero_Click(object sender, EventArgs e)
{
var thres = (int)nudThres.Value;
WorkingImg = WorkingImg.ThresholdToZero(new Gray(thres));
rtxLog.AppendText("Thres_Click " + thres.ToString() + Environment.NewLine);
RegistHisroty(WorkingImg);
}
private void btnAdpThres2Zero_Click(object sender, EventArgs e)
{
WorkingImg = WorkingImg.ThresholdAdaptive(
new Gray(255),
AdaptiveThresholdType.GaussianC,
ThresholdType.ToZero,
( int )nudAdpThresBlockSize.Value,
new Gray(( int )nudAdpSubstractVal.Value));
rtxLog.AppendText("btnAdpThres2Zero_Click" + Environment.NewLine);
RegistHisroty(WorkingImg, false);
imageBox1.Image = WorkingImg;
}
private void btnInverse_Click_1(object sender, EventArgs e)
{
//Parallel.For(0, WorkingImg.Height, j =>
//{
// for (int i = 0; i < WorkingImg.Width; i++)
// {
// WorkingImg.Data[j, i, 0] = (byte)(255 - WorkingImg.Data[j, i, 0]);
// }
//});
WorkingImg = WorkingImg.Not();
rtxLog.AppendText("btnInverse_Click " + Environment.NewLine);
RegistHisroty(WorkingImg);
}
private void btnBoxOnOri_Click(object sender, EventArgs e)
{
VectorOfVectorOfPoint contours = new VectorOfVectorOfPoint();
var temproot = RootImg.Clone();
var tempimg1 = WorkingImg.Clone();
var tempimg2 = WorkingImg.Clone();
CvInvoke.FindContours(tempimg1, contours, null, RetrType.External, ChainApproxMethod.ChainApproxNone);
Image <Bgr, byte> colorimg = tempimg2.Convert <Bgr, byte>();
Image <Bgr, byte> tempOriImg = temproot.Convert <Bgr, byte>();
//for ( int i = 0 ; i < contours.Size ; i++ )
//{
// CvInvoke.DrawContours( tempOriImg , contours , i , new MCvScalar( 14 , 200 , 40 ) );
//}
List <System.Drawing.Rectangle> PassBoxArr = new List <System.Drawing.Rectangle>();
List <double> arealist = new List <double>();
for (int i = 0; i < contours.Size; i++)
{
System.Drawing.Rectangle rc = CvInvoke.BoundingRectangle(contours[i]);
double areasize = rc.Width * rc.Height;
//.Act( @ths => arealist.Add(@ths));
arealist.Add(areasize);
if (areasize > (double)nudAreaDw.Value || areasize < (double)nudAreaUp.Value)
{
PassBoxArr.Add(rc); // Check Display
}
}
var areaarr = arealist.ToArray <double>();
var histodata = areaarr.Map(@ths =>
@ths.ShowHisto(30
, (int)@ths.Min()
, (int)@ths.Max()));
float minv = (float)areaarr.Min();
float maxv = (float)areaarr.Max();
Form2 f2 = new Form2();
f2.boxhisto.ClearHistogram();
f2.boxhisto.AddHistogram(null, System.Drawing.Color.Black, histodata, 300, new float[] { minv, maxv });
f2.boxhisto.Refresh();
f2.Show();
rtxLog.AppendText("Box on Origin" + Environment.NewLine);
RegistHisroty(tempOriImg);
}
void History()
{
if (WorkingImg != null)
{
if (HistoryImg.Count < 20)
{
HistoryImg.Add(WorkingImg.Clone());
}
else
{
HistoryImg.RemoveAt(0);
History();
}
}
}
private void btnCntrOrig_Click(object sender, EventArgs e)
{
VectorOfVectorOfPoint contours = new VectorOfVectorOfPoint();
var tempimg1 = WorkingImg.Clone();
var tempimg2 = RootImg.Clone();
CvInvoke.FindContours(tempimg1, contours, null, RetrType.External, ChainApproxMethod.ChainApproxNone);
Image <Bgr, byte> colorimg = tempimg2.Convert <Bgr, byte>();
for (int i = 0; i < contours.Size; i++)
{
CvInvoke.DrawContours(colorimg, contours, i, new MCvScalar(14, 250, 40), 2);
}
rtxLog.AppendText("Contour" + Environment.NewLine);
RegistHisroty(WorkingImg, false);
imageBox1.Image = colorimg;
}
private void btnConv_Click(object sender, EventArgs e)
{
float convratio = (float)nudConv.Value;
var kernel = rtbConv.Text.Split('\n')
.Select(f => f.Split(',')
.Select(s => float.Parse(s) / convratio)
.ToArray())
.ToArray()
.ToMat();
var fimg = WorkingImg.Convolution(new ConvolutionKernelF(kernel));
WorkingImg = fimg.Convert <Gray, byte>();
rtxLog.AppendText("btnConv_Click" + Environment.NewLine);
RegistHisroty(WorkingImg, false);
imageBox1.Image = WorkingImg;
}
private void btnFreak_Click(object sender, EventArgs e)
{
var temproot = RootImg.Clone();
var tempimg1 = WorkingImg.Clone();
Image <Bgr, byte> colorimg = tempimg1.Convert <Bgr, byte>();
Image <Bgr, byte> tempOriImg = temproot.Convert <Bgr, byte>();
var f2d = new Freak();
var keypoint = f2d.Detect(WorkingImg);
foreach (var point in keypoint)
{
System.Drawing.Rectangle rect = new Rectangle();
rect.X = (int)point.Point.X;
rect.Y = (int)point.Point.Y;
rect.Width = (int)point.Size;
rect.Height = (int)point.Size;
tempOriImg.Draw(rect, new Bgr(60, 200, 10), 2);
}
rtxLog.AppendText("btnFreak_Click" + Environment.NewLine);
RegistHisroty(tempOriImg);
}
private void btnGamma_Click(object sender, EventArgs e)
{
WorkingImg._GammaCorrect((double)nudGamma.Value);
rtxLog.AppendText("btnGamma_Click" + Environment.NewLine);
RegistHisroty(WorkingImg);
}
private void btnHough_Click(object sender, EventArgs e)
{
imageBox1.Image = WorkingImg;
var colimg = WorkingImg.Convert <Bgr, byte>();
var data = colimg.HoughLines(
(int)nudhough1.Value,
(int)nudhough2.Value,
(int)nudhough3.Value,
Math.PI / (int)nudhough4.Value,
(int)nudhough5.Value,
(double)nudhough6.Value,
(double)nudhough7.Value);
LineSegment2D avgLine = new LineSegment2D();
var flatdata = data.Flatten();
var selectedlines = flatdata.Where(x => x.P1.X > 50 && x.P1.Y > 50 && x.P2.X > 50 && x.P2.Y > 50).Select(x => x).ToArray();
if (selectedlines.Count() != 0)
{
var result = selectedlines.Aggregate((f, s) =>
{
var p1 = new System.Drawing.Point
(
f.P1.X + s.P1.X,
f.P1.Y + s.P1.Y
);
var p2 = new System.Drawing.Point
(
f.P2.X + s.P2.X,
f.P2.Y + s.P2.Y
);
return(new LineSegment2D(p1, p2));
});
avgLine = new LineSegment2D(
new System.Drawing.Point
(
result.P1.X / selectedlines.Count(),
result.P1.Y / selectedlines.Count()
),
new System.Drawing.Point
(
result.P2.X / selectedlines.Count(),
result.P2.Y / selectedlines.Count()
)
);
var selectedline = avgLine;
colimg.Draw(selectedline, new Bgr(100, 200, 10), 2);
imageBox1.Image = colimg;
//rtxLog.AppendText( "btnBlur_Click" + Environment.NewLine );
//RegistHisroty( WorkingImg , false );
//imageBox1.Image = WorkingImg;
}
}
private void btnEqualization_Click(object sender, EventArgs e)
{
WorkingImg._EqualizeHist();
rtxLog.AppendText("btnEqualization_Click" + Environment.NewLine);
RegistHisroty(WorkingImg);
}
private void btnNormalize3_Click(object sender, EventArgs e)
{
WorkingImg = WorkingImg.Normalize();
rtxLog.AppendText($"btnNormalize3_Click " + Environment.NewLine);
RegistHisroty(WorkingImg);
}