public static Bitmap ImageToBitmap(ColorFloatImageFormat image)
{
Bitmap b = new Bitmap(image.Width, image.Height, PixelFormat.Format24bppRgb);
LockBitmapInfo lbi = LockBitmap(b);
try
{
for (int j = 0; j < image.Height; j++)
{
for (int i = 0; i < image.Width; i++)
{
ColorFloatPixel p = image[i, j];
lbi.data[lbi.linewidth * j + i * 4] = p.B <0.0f ? (byte)0 : p.B> 255.0f ? (byte)255 : (byte)p.B;
lbi.data[lbi.linewidth * j + i * 4 + 1] = p.G <0.0f ? (byte)0 : p.G> 255.0f ? (byte)255 : (byte)p.G;
lbi.data[lbi.linewidth * j + i * 4 + 2] = p.R <0.0f ? (byte)0 : p.R> 255.0f ? (byte)255 : (byte)p.R;
}
}
}
finally
{
UnlockBitmap(lbi);
}
return(b);
}
/// <summary>
/// Преобразование из одномерного массива пикселей в матрицу, в соответвии с размерами картинки
/// </summary>
/// <param name="image"></param>
/// <returns></returns>
public static ColorFloatPixel[,] ColorImage(ColorFloatImageFormat image)
{
ColorFloatPixel[,] imageData = new ColorFloatPixel[image.Height, image.Width];
for (int height = 0, countPixel = 0; height < image.Height; ++height)
{
for (int width = 0; width < image.Width; ++width)
{
imageData[height, width] = image.RawData[countPixel++];
}
}
return(imageData);
}
/// <summary>
/// Преобразует все изображения в список
/// с их матрицами пикселей
/// </summary>
/// <param name="imagesName"></param>
/// <returns></returns>
public static List <ColorFloatPixel[, ]> ImagesToCheck(List <string> imagesName)
{
List <ColorFloatPixel[, ]> pixelImages = new List <ColorFloatPixel[, ]>();
string path = "E:/DigitRecognition/DigitRecognition/DigitRecognition/assets/";
for (int i = 0; i < imagesName.Count; i++)
{
string InputFileName = path + imagesName[i];
ColorFloatImageFormat image = ImageIO.FileToColorFloatImage(InputFileName);
pixelImages.Add(PatternHelper.ColorImage(image));
}
return(pixelImages);
}
public static ColorFloatImageFormat FileToColorFloatImage(string filename)
{
if (CheckPGM(filename))
{
return(ReadPGM(filename).ToColorFloatImage());
}
Bitmap B = new Bitmap(filename);
ColorFloatImageFormat res = BitmapToColorFloatImage(B);
B.Dispose();
return(res);
}
public ColorFloatImageFormat ToColorFloatImage()
{
ColorFloatImageFormat res = new ColorFloatImageFormat(Width, Height);
for (int i = 0; i < res.RawData.Length; i++)
{
res.RawData[i] = new ColorFloatPixel()
{
B = RawData[i],
G = RawData[i],
R = RawData[i],
A = 0.0f
}
}
;
return(res);
}
/// <summary>
/// //Разложение в rgb и запись в массив
/// </summary>
/// <param name="B"></param>
/// <returns></returns>
public static ColorFloatImageFormat BitmapToColorFloatImage(Bitmap B)
{
int W = B.Width, H = B.Height;
ColorFloatImageFormat res = new ColorFloatImageFormat(W, H);
if (B.PixelFormat == PixelFormat.Format8bppIndexed)
{
Color[] pi = B.Palette.Entries;
byte[] pal = new byte[1024];
for (int i = 0; i < pi.Length; i++)
{
Color C = pi[i];
pal[i * 4] = C.B;
pal[i * 4 + 1] = C.G;
pal[i * 4 + 2] = C.R;
pal[i * 4 + 3] = C.A;
}
LockBitmapInfo lbi = LockBitmap(B, PixelFormat.Format8bppIndexed, 1);
try
{
for (int j = 0; j < H; j++)
{
for (int i = 0; i < W; i++)
{
int c = lbi.data[lbi.linewidth * j + i];
int b = pal[c * 4];
int g = pal[c * 4 + 1];
int r = pal[c * 4 + 2];
res[i, j] = new ColorFloatPixel()
{
B = b,
G = g,
R = r,
A = 0.0f
};
}
}
}
finally
{
UnlockBitmap(lbi);
}
}
else
{
LockBitmapInfo lbi = LockBitmap(B);
try
{
for (int j = 0; j < H; j++)
{
for (int i = 0; i < W; i++)
{
int b = lbi.data[lbi.linewidth * j + i * 4];
int g = lbi.data[lbi.linewidth * j + i * 4 + 1];
int r = lbi.data[lbi.linewidth * j + i * 4 + 2];
res[i, j] = new ColorFloatPixel()
{
B = b,
G = g,
R = r,
A = 0.0f
};
}
}
}
finally
{
UnlockBitmap(lbi);
}
}
return(res);
}
public static void ImageToFile(ColorFloatImageFormat image, string filename)
{
using (Bitmap b = ImageToBitmap(image))
b.Save(filename);
}