private void ExzamenSys()
{
int[] counterError = new int[11];//for err
List <Vectors> vct = new List <Vectors>();
vct = MyCopyTo(VectorsImage);//изображения там
List <Vectors> newMassiveEtalons = new List <Vectors>();
newMassiveEtalons = MyCopyTo(massiveEtalons);//массивы здесь
Random rn = new Random();
Bar_prog.Invoke(new Action(() => { Bar_prog.Maximum = vct.Count; }));
while (true)
{
int indexRandomImage = rn.Next(vct.Count);
while (true)
{
List <int> d = new List <int>();
searchD2(vct, newMassiveEtalons, indexRandomImage, d);
int ind = d.IndexOf(d.Min());
if (newMassiveEtalons[ind].ClassImage == vct[indexRandomImage].ClassImage)//etalonVector
{
vct.RemoveAt(indexRandomImage);
massiveEtalons[massiveEtalons.IndexOf(newMassiveEtalons[ind])].recog++;//считаем верно распознаные
newMassiveEtalons = MyCopyTo(massiveEtalons);
break;
}
else
{
counterError[newMassiveEtalons[ind].ClassImage]++;
newMassiveEtalons.RemoveAt(ind);
Bar_prog.Invoke(new Action(() => { Bar_prog.Value = Bar_prog.Maximum - vct.Count; }));
if (vct.Count == 0)
{
break;
}
}
}
if (vct.Count == 0)
{
break;
}
}
List <int[]> countRecog = new List <int[]>();
foreach (var item in massiveEtalons)
{
countRecog.Add(new int[] { item.recog, item.ClassImage });
}
this.Invoke(new Action(() => { SaveClassEtalon(counterError, countRecog); }));
Bar_prog.Invoke(new Action(() => { Bar_prog.Value = Bar_prog.Maximum; }));
}
private void searchEtalon()
{
Random rn = new Random();
List <Vectors> vct = new List <Vectors>();
vct = MyCopyTo(VectorsImage);
Bar_prog.Invoke(new Action(() => { Bar_prog.Maximum = vct.Count; }));
while (true)
{
int etalon = rn.Next(vct.Count);
int countEtalon = 0;
while (true)
{
List <int> d = new List <int>();
searchD(vct, vct, etalon - countEtalon, d);
int index = d.IndexOf((from x in d where x > 0 select x).Min());
if (vct[index].ClassImage == vct[etalon - countEtalon].ClassImage)//etalonVector
{
vct.RemoveAt(index);
if (index < etalon - countEtalon)
{
countEtalon++;
}
}
else
{
massiveEtalons.Add(vct[etalon - countEtalon]);
vct.RemoveAt(etalon - countEtalon);
countEtalon = 0;
break;
}
Bar_prog.Invoke(new Action(() => { Bar_prog.Value = Bar_prog.Maximum - vct.Count; }));
if (vct.Count == 1)
{
massiveEtalons.Add(vct[0]);
break;
}
}
if (vct.Count == 1)
{
break;
}
}
Bar_prog.Invoke(new Action(() => { Bar_prog.Value = Bar_prog.Maximum; }));
}
private void loader(object fileName)
{
try
{
int count = File.ReadAllLines(fileName.ToString()).Length;
Bar_prog.Invoke(new Action(() => { Bar_prog.Maximum = count; }));
using (StreamReader SR = new StreamReader(fileName.ToString()))
{
VectorsImage = new List <Vectors>();
while (!SR.EndOfStream)
{
string[] str = SR.ReadLine().Split(';');
Vectors vector = new Vectors();
vector.CounterWay = new int[8];
vector.CounterAngle = new int[3];
vector.CountPointsImage = int.Parse(str[0]);
vector.CounterPointsContour = int.Parse(str[1]);
vector.CounterWay[0] = int.Parse(str[2]);
vector.CounterWay[1] = int.Parse(str[3]);
vector.CounterWay[2] = int.Parse(str[4]);
vector.CounterWay[3] = int.Parse(str[5]);
vector.CounterWay[4] = int.Parse(str[6]);
vector.CounterWay[5] = int.Parse(str[7]);
vector.CounterWay[6] = int.Parse(str[8]);
vector.CounterWay[7] = int.Parse(str[9]);
vector.CounterLength = int.Parse(str[10]);
vector.CounterAngle[0] = int.Parse(str[11]);
vector.CounterAngle[1] = int.Parse(str[12]);
vector.CounterAngle[2] = int.Parse(str[13]);
vector.ClassImage = int.Parse(str[14]);
VectorsImage.Add(vector);
Bar_prog.Invoke(new Action(() => { Bar_prog.Value++; }));
}
}
}
catch (Exception ex)
{ MessageBox.Show("Не удалось загрузить!\r\n" + ex); }
}
private void ImageAnaliz(object path1)
{
string path = path1.ToString();
if (path != String.Empty)
{
string[] pathFiles = Directory.GetFiles(path, "*.png", SearchOption.AllDirectories);
AttributeSearch attributeSearch = new AttributeSearch();
Bar_prog.Invoke(new Action(() => { Bar_prog.Maximum = pathFiles.Length; }));
using (StreamWriter SW = new StreamWriter(path + @"\FilesInfo.txt", false))
{
for (int i = 0; i < pathFiles.Length; i++)
{
Bitmap image = new Bitmap(pathFiles[i]);
Vectors vector = new Vectors();
vector.ListPointsImage = attributeSearch.ListPointsImage(image);
vector.CountPointsImage = attributeSearch.CounterPoints(image);
vector.CounterPointsContour = attributeSearch.CounterPointsContour(vector.ListPointsImage);
vector.CounterWay = attributeSearch.CounterWay(vector.ListPointsImage);
vector.CounterLength = attributeSearch.CounterLength(vector.CounterWay);
vector.CounterAngle = attributeSearch.CounterAngle(vector.ListPointsImage);
string temp = pathFiles[i].Remove(0, path.Length + 1);
if (temp.StartsWith("10"))
{
vector.ClassImage = 10;
}
else if (temp.StartsWith("2"))
{
vector.ClassImage = 2;
}
else if (temp.StartsWith("3"))
{
vector.ClassImage = 3;
}
else if (temp.StartsWith("4"))
{
vector.ClassImage = 4;
}
else if (temp.StartsWith("5"))
{
vector.ClassImage = 5;
}
else if (temp.StartsWith("6"))
{
vector.ClassImage = 6;
}
else if (temp.StartsWith("7"))
{
vector.ClassImage = 7;
}
else if (temp.StartsWith("8"))
{
vector.ClassImage = 8;
}
else if (temp.StartsWith("9"))
{
vector.ClassImage = 9;
}
else if (temp.StartsWith("1"))
{
vector.ClassImage = 1;
}
SW.WriteLine(
+vector.CountPointsImage + ";"
+ vector.CounterPointsContour + ";"
+ vector.CounterWay[0] + ";"
+ vector.CounterWay[1] + ";"
+ vector.CounterWay[2] + ";"
+ vector.CounterWay[3] + ";"
+ vector.CounterWay[4] + ";"
+ vector.CounterWay[5] + ";"
+ vector.CounterWay[6] + ";"
+ vector.CounterWay[7] + ";"
+ vector.CounterLength + ";"
+ vector.CounterAngle[0] + ";"
+ vector.CounterAngle[1] + ";"
+ vector.CounterAngle[2] + ";"
+ vector.ClassImage
);
Bar_prog.Invoke(new Action(() => { Bar_prog.Value = i + 1; }));
}
}
}
}