private unsafe void TransferDataFormat8bppIndexed(BitmapData imgData, PixData pixData)
{
var height = imgData.Height;
var width = imgData.Width;
for (int y = 0; y < height; y++)
{
byte *imgLine = (byte *)imgData.Scan0 + (y * imgData.Stride);
uint *pixLine = (uint *)pixData.Data + (y * pixData.WordsPerLine);
for (int x = 0; x < width; x++)
{
byte pixelVal = *(imgLine + x);
PixData.SetDataByte(pixLine, x, pixelVal);
}
}
}
private int OCRNumber(Mat skillValue, string name = "")
{
if (!string.IsNullOrEmpty(name))
{
//skillValue.SaveImage($"{name}.png");
}
Pix pix;
if (skillValue.Type() == MatType.CV_8UC3)
{
// 3 bytes
pix = Pix.Create(skillValue.Width, skillValue.Height, 32);
pix.XRes = 72;
pix.YRes = 72;
PixData pixData = null;
try
{
pixData = pix.GetData();
Mat <Vec3b> mat3 = new Mat <Vec3b>(skillValue);
TransferData(mat3, pixData);
}
catch (Exception)
{
pix.Dispose();
//throw;
return(0);
}
}
else
{
skillValue.SaveImage("temp.png");
pix = Pix.LoadFromFile("temp.png");
}
using (Page resultPage = _tessEngine.Process(pix))
{
string data = resultPage.GetText();
if (int.TryParse(data, out int result))
{
return(result);
}
}
return(0);
}
private unsafe PixColor GetPixel(Pix pix, int x, int y)
{
var pixDepth = pix.Depth;
var pixData = pix.GetData();
var pixLine = (uint *)pixData.Data + pixData.WordsPerLine * y;
uint pixValue;
if (pixDepth == 1)
{
pixValue = PixData.GetDataBit(pixLine, x);
}
else if (pixDepth == 4)
{
pixValue = PixData.GetDataQBit(pixLine, x);
}
else if (pixDepth == 8)
{
pixValue = PixData.GetDataByte(pixLine, x);
}
else if (pixDepth == 32)
{
pixValue = PixData.GetDataFourByte(pixLine, x);
}
else
{
throw new ArgumentException(String.Format("Bit depth of {0} is not supported.", pix.Depth), "pix");
}
if (pix.Colormap != null)
{
return(pix.Colormap[(int)pixValue]);
}
else
{
if (pixDepth == 32)
{
return(PixColor.FromRgba(pixValue));
}
else
{
byte grayscale = (byte)(pixValue * 255 / ((1 << 16) - 1));
return(new PixColor(grayscale, grayscale, grayscale));
}
}
}
private static unsafe void TransferData16(PixData pixData, BitmapData imgData)
{
var imgFormat = imgData.PixelFormat;
var height = imgData.Height;
var width = imgData.Width;
for (int y = 0; y < height; y++)
{
uint * pixLine = (uint *)pixData.Data + (y * pixData.WordsPerLine);
ushort *imgLine = (ushort *)imgData.Scan0 + (y * imgData.Stride);
for (int x = 0; x < width; x++)
{
ushort pixVal = (ushort)PixData.GetDataTwoByte(pixLine, x);
imgLine[x] = pixVal;
}
}
}
private unsafe void TransferData1(PixData pixData, BitmapData imgData)
{
var imgFormat = imgData.PixelFormat;
var height = imgData.Height;
var width = imgData.Width / 8;
for (int y = 0; y < height; y++)
{
uint *pixLine = (uint *)pixData.Data + (y * pixData.WordsPerLine);
byte *imgLine = (byte *)imgData.Scan0 + (y * imgData.Stride);
for (int x = 0; x < width; x++)
{
byte pixVal = (byte)PixData.GetDataByte(pixLine, x);
imgLine[x] = pixVal;
}
}
}
private static unsafe void TransferDataFormat32bppRgb(BitmapData imgData, PixData pixData)
{
int pixelFormat = (int)imgData.PixelFormat;
int height = imgData.Height;
int width = imgData.Width;
for (int index1 = 0; index1 < height; ++index1)
{
byte *numPtr1 = (byte *)((IntPtr)(void *)imgData.Scan0 + index1 * imgData.Stride);
uint *data = (uint *)((IntPtr)(void *)pixData.Data + (index1 * pixData.WordsPerLine) * 4);
for (int index2 = 0; index2 < width; ++index2)
{
byte *numPtr2 = numPtr1 + (index2 << 2);
byte blue = *numPtr2;
byte green = numPtr2[1];
byte red = numPtr2[2];
PixData.SetDataFourByte(data, index2, BitmapHelper.EncodeAsRGBA(red, green, blue, byte.MaxValue));
}
}
}
private unsafe void TransferDataFormat24bppRgb(BitmapData imgData, PixData pixData)
{
var imgFormat = imgData.PixelFormat;
var height = imgData.Height;
var width = imgData.Width;
for (int y = 0; y < height; y++)
{
byte *imgLine = (byte *)imgData.Scan0 + (y * imgData.Stride);
uint *pixLine = (uint *)pixData.Data + (y * pixData.WordsPerLine);
for (int x = 0; x < width; x++)
{
byte *pixelPtr = imgLine + x * 3;
byte blue = pixelPtr[0];
byte green = pixelPtr[1];
byte red = pixelPtr[2];
PixData.SetDataFourByte(pixLine, x, BitmapHelper.EncodeAsRGBA(red, green, blue, 255));
}
}
}
private unsafe void TransferDataFormat32bppArgb(BitmapData imgData, PixData pixData)
{
var imgFormat = imgData.PixelFormat;
var height = imgData.Height;
var width = imgData.Width;
for (int y = 0; y < height; y++)
{
byte *imgLine = (byte *)imgData.Scan0 + (y * imgData.Stride);
uint *pixLine = (uint *)pixData.Data + (y * pixData.WordsPerLine);
for (int x = 0; x < width; x++)
{
byte *pixelPtr = imgLine + (x << 2);
byte blue = *pixelPtr;
byte green = *(pixelPtr + 1);
byte red = *(pixelPtr + 2);
byte alpha = *(pixelPtr + 3);
PixData.SetDataFourByte(pixLine, x, BitmapHelper.EncodeAsRGBA(red, green, blue, alpha));
}
}
}
private static unsafe void TransferData32(PixData pixData, BitmapData imgData, int alphaMask)
{
var imgFormat = imgData.PixelFormat;
var height = imgData.Height;
var width = imgData.Width;
for (int y = 0; y < height; y++)
{
byte *imgLine = (byte *)imgData.Scan0 + (y * imgData.Stride);
uint *pixLine = (uint *)pixData.Data + (y * pixData.WordsPerLine);
for (int x = 0; x < width; x++)
{
var pixVal = PixColor.FromRgba(pixLine[x]);
byte *pixelPtr = imgLine + (x << 2);
pixelPtr[0] = pixVal.Blue;
pixelPtr[1] = pixVal.Green;
pixelPtr[2] = pixVal.Red;
pixelPtr[3] = (byte)(alphaMask | pixVal.Alpha); // Allow user to include alpha or not
}
}
}
public unsafe static OcrNode OCR(
TesseractEngine engine,
Mat input,
int resolution)
{
using var pix = Pix.Create(input.Width, input.Height, 8);
pix.XRes = resolution;
pix.YRes = resolution;
var pixData = pix.GetData();
var data = (uint *)pixData.Data;
var wordsPerLine = pixData.WordsPerLine;
input.ForEachAsByte((value, position) =>
{
var y = position[0];
var x = position[1];
var color = *value;
PixData.SetDataByte(data + y * wordsPerLine, x, color);
});
using var page = engine.Process(pix);
var ocrPage = page.GetTsvText(1).
Split("\n", StringSplitOptions.RemoveEmptyEntries).
Select(line => line.Split("\t")).
Select(columns => new OcrNode
{
Level = int.Parse(columns[0]),
PageNum = int.Parse(columns[1]),
BlockNum = int.Parse(columns[2]),
ParNum = int.Parse(columns[3]),
LineNum = int.Parse(columns[4]),
WordNum = int.Parse(columns[5]),
Left = int.Parse(columns[6]),
Top = int.Parse(columns[7]),
Width = int.Parse(columns[8]),
Height = int.Parse(columns[9]),
Confidence = int.Parse(columns[10]),
Text = columns.Length > 11 ? columns[11] : null
}).
Aggregate((prev, next) =>
{
if (prev == null)
{
if (next.Level != 1)
{
throw new InvalidOperationException("nodes");
}
}
else
{
if ((next.Level <= 0) || (next.Level > prev.Level + 1))
{
throw new InvalidOperationException("nodes");
}
while (next.Level != prev.Level + 1)
{
prev = prev.Parent;
}
next.Parent = prev;
if (prev.Children == null)
{
prev.Children = new List <OcrNode>();
}
next.Parent.Children.Add(next);
}
return(next);
});
while (ocrPage.Parent != null)
{
ocrPage = ocrPage.Parent;
}
ocrPage.Text = page.GetText();
return(ocrPage);
}