//zrobienie obrazow z plikow
private static TextureImage GetImage(string name, bool ifTime, bool ifDFT)
{
Bitmap labelbmp = new Bitmap(name);
double[,] labelPhoto = new double[labelbmp.Height, labelbmp.Width];
for (int i = 0; i < labelbmp.Height; i++)
{
for (int j = 0; j < labelbmp.Width; j++)
{
labelPhoto[i, j] = labelbmp.GetPixel(i, j).R; //tu nie dziele jeszcze
}
}
TextureImage img = new TextureImage();
img.Image = labelPhoto;
img.Label = name;
return(img);
}
//przypisanie labeli dla danych par obraz testowy - obraz z odpowiednimi labelami
private static List <BasicImage> LabelImages(Tuple <TextureImage, TextureImage> tuple, bool ifTime, bool ifDFT)
{
TextureImage label = tuple.Item1;
TextureImage test = tuple.Item2;
List <BasicImage> list = new List <BasicImage>();
int division = 8; //8 kolumn i 8 rzedow - 64 kwadraty
int squareHeight = label.Image.GetLength(0) / division;
int squareWidth = label.Image.GetLength(1) / division;
int squareWidthNumber = 0;
int squareHeightNumber = 0;
string labelName = "notLabeled";
double topColor = 0;
int k = 0;
while (squareWidthNumber < division && squareHeightNumber < division)
{
//szukanie najczesciej wystepujacego koloru w kwadracie
List <double> colors = new List <double>();
for (int x = squareHeight * squareHeightNumber; x < squareHeight * (squareHeightNumber + 1); x++)
{
for (int y = squareWidth * squareWidthNumber; y < squareWidth * (squareWidthNumber + 1); y++)
{
colors.Add(label.Image[x, y]);
}
}
//wybranie najczestszego
topColor = colors.GroupBy(i => i).OrderByDescending(grp => grp.Count()).Select(grp => grp.Key).First();
if (topColor == 224)
{
labelName = "linen";
}
if (topColor == 160)
{
labelName = "salt";
}
if (topColor == 96)
{
labelName = "straw";
}
if (topColor == 32)
{
labelName = "wood";
}
//Debug.WriteLine("Dodano label: " + labelName);
//kwadrat 64 z testowego zbioru z labelem ktory ostatecznie trafia do listy
double[,] photo = new double[squareHeight, squareWidth];
for (int i = 0; i < squareHeight; i++)
{
for (int j = 0; j < squareWidth; j++)
{
photo[i, j] = test.Image[i + squareHeight * squareHeightNumber, j + squareWidth * squareWidthNumber] / 255.0; //wczesniej nie bylo konwersji
}
}
TextureImage texture = new TextureImage(photo, labelName, ifTime, ifDFT);
list.Add(texture);
//texture.SaveToFile();
Console.WriteLine("Dodano testowy obrazek: " + k + "/" + division * division);
k++;
squareWidthNumber++;
if (squareWidthNumber == division)
{
squareWidthNumber = 0;
squareHeightNumber++;
}
}
return(list);
}
public static List <BasicImage> TestImages(bool ifTime, bool ifDFT)
{
List <BasicImage> Photos = new List <BasicImage>(); //ostateczna lista
TextureImage label1 = new TextureImage();
TextureImage test1 = new TextureImage();
TextureImage label2 = new TextureImage();
TextureImage test2 = new TextureImage();
TextureImage label3 = new TextureImage();
TextureImage test3 = new TextureImage();
string[] testPhotos = Directory.GetFiles("texture-test/");
foreach (string name in testPhotos)
{
switch (name)
{
case "texture-test/label1.bmp":
label1 = GetImage(name, ifTime, ifDFT);
break;
case "texture-test/test1.bmp":
test1 = GetImage(name, ifTime, ifDFT);
break;
case "texture-test/label2.bmp":
label2 = GetImage(name, ifTime, ifDFT);
break;
case "texture-test/test2.bmp":
test2 = GetImage(name, ifTime, ifDFT);
break;
case "texture-test/label3.bmp":
label3 = GetImage(name, ifTime, ifDFT);
break;
case "texture-test/test3.bmp":
test3 = GetImage(name, ifTime, ifDFT);
break;
}
}
Tuple <TextureImage, TextureImage> tuple1 = new Tuple <TextureImage, TextureImage>(label1, test1);
Tuple <TextureImage, TextureImage> tuple2 = new Tuple <TextureImage, TextureImage>(label2, test2);
Tuple <TextureImage, TextureImage> tuple3 = new Tuple <TextureImage, TextureImage>(label3, test3);
Photos.AddRange(LabelImages(tuple1, ifTime, ifDFT));
Console.WriteLine("Pierwszy obraz testowy wczytany");
Photos.AddRange(LabelImages(tuple2, ifTime, ifDFT));
Console.WriteLine("Drugi obraz testowy wczytany");
Photos.AddRange(LabelImages(tuple3, ifTime, ifDFT));
Console.WriteLine("Trzeci obraz testowy wczytany");
Stream stream = File.Open("TestTextures.xml", FileMode.Create);
BinaryFormatter formatter = new BinaryFormatter();
formatter.Serialize(stream, Photos);
stream.Close();
return(Photos);
}
