private void button16_Click(object sender, EventArgs e)
{
string fileName = Application.StartupPath + "\\" + textSubsystemBMP.Text;
Bitmap bmp = new Bitmap(fileName);
IntPtr hBmp = bmp.GetHbitmap();
byte[] data = new byte[1024];
if (!ANNWrapper.RecognitionBlackText(hBmp,
int.Parse(textLeft.Text),
int.Parse(textTop.Text),
int.Parse(textRight.Text),
int.Parse(textBottom.Text),
int.Parse(textInputInt.Text),
Application.StartupPath + "\\" + textInputTIF.Text,
data))
{
MessageBox.Show("Recognition Black File Failed");
}
else
{
string text = System.Text.Encoding.GetEncoding("GB2312").GetString(data, 0, data.Length);
text = text.Substring(0, text.IndexOf("\0"));
textOCRContent.Text = text;
}
DeleteObject(hBmp);
}
private void button6_Click(object sender, EventArgs e)
{
int loop = Int32.Parse(textLoop.Text);
while (loop > 0)
{
loop--;
string strContent;
byte[] tempParas = new byte[1024];
if (ANNWrapper.OCRFile(Application.StartupPath + "\\" + textInputTIF.Text, tempParas))
{
strContent = System.Text.Encoding.GetEncoding("GB2312").GetString(tempParas, 0, tempParas.Length);
textOCRContent.Text = strContent.Substring(0, strContent.IndexOf("\0"));
}
else
{
if (textTraingInputs.Lines.Length == 0)
{
textTraingInputs.AppendText("OCRFile: " + Application.StartupPath + "\\" + textInputTIF.Text + " Failure!");
}
else
{
textTraingInputs.AppendText("\r\nOCRFile: " + Application.StartupPath + "\\" + textInputTIF.Text + " Failure!");
}
}
}
}
private void button21_Click(object sender, EventArgs e)
{
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
string fileName = Application.StartupPath + "\\" + textSubsystemBMP.Text;
Bitmap bmp = new Bitmap(fileName);
IntPtr hBmp = bmp.GetHbitmap();
bool needRevert = false;
ANNWrapper.SaveBlockToBMP4(hBmp, int.Parse(textLeft.Text),
int.Parse(textTop.Text),
int.Parse(textRight.Text),
int.Parse(textBottom.Text),
Application.StartupPath + "\\" + textInputBMP.Text,
Int32.Parse(textInputInt.Text),
needRevert);
string ret = "";
if (NumberParse_1(Application.StartupPath + "\\" + textInputBMP.Text, out ret))
{
MessageBox.Show(ret);
}
else
{
MessageBox.Show("Numeral Parser Error!");
}
DeleteObject(hBmp);
}
private void GossNoiseBMPs(DirectoryInfo Dir, int dest)
{
double dblGossU = double.Parse(textGossU.Text);
double dblGossA = double.Parse(textGossA.Text);
try
{
string gridFile = Dir.FullName + "\\Grid.text";
FileInfo fGrid = new FileInfo(gridFile);
fGrid.Delete(); fGrid = null;
foreach (FileInfo f in Dir.GetFiles("*.bmp"))
{
if (f.FullName.Contains("goss_"))
{
continue;
}
Bitmap oldBMP = new Bitmap(f.FullName);
Bitmap newBMP = goss_noise(oldBMP, dblGossU, dblGossA);
IntPtr hBmp = newBMP.GetHbitmap();
ANNWrapper.SaveBlockToBMP4(hBmp, 0, 0, newBMP.Width, newBMP.Height, Dir.FullName + "\\goss_" + f.Name, Int32.Parse(textInputInt.Text), false);
DeleteObject(hBmp);
oldBMP.Dispose();
newBMP.Dispose();
}
}
catch (Exception exp)
{
MessageBox.Show(exp.Message);
}
}
private void button5_Click(object sender, EventArgs e)
{
ANNWrapper.SaveBlockToBMP(Application.StartupPath + "\\" + textSubsystemBMP.Text,
Double.Parse(textLeft.Text),
Double.Parse(textTop.Text),
Double.Parse(textRight.Text),
Double.Parse(textBottom.Text),
Application.StartupPath + "\\" + textToPath.Text);
}
private void button13_Click(object sender, EventArgs e)
{
try
{
DirectoryInfo DirNew = new DirectoryInfo(Application.StartupPath + "\\" + textBMPFolders.Text + "\\BMPFolders");
if (!DirNew.Exists)
{
DirNew.Create();
}
DirectoryInfo Dir = new DirectoryInfo(Application.StartupPath + "\\" + textBMPFolders.Text);
foreach (FileInfo f in Dir.GetFiles("*.bmp"))
{
textToPath.Text = textBMPFolders.Text + "\\" + f.Name;
//ANNWrapper.BlackWhiteBMP(Application.StartupPath + "\\" + textToPath.Text, Int32.Parse(textInputInt.Text));
IntPtr hdibHandle = ANNWrapper.ReadDIBFile(Application.StartupPath + "\\" + textToPath.Text);
ANNWrapper.Convert256toGray(hdibHandle);
//ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\Convert256toGray.bmp");
ANNWrapper.ConvertGrayToWhiteBlack(hdibHandle);
//ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\ConvertGrayToWhiteBlack.bmp");
////ANNWrapper.GradientSharp(hdibHandle);
ANNWrapper.RemoveScatterNoise(hdibHandle);
//ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\RemoveScatterNoise.bmp");
//ANNWrapper.SlopeAdjust(hdibHandle);
Int32 charRectID = ANNWrapper.CharSegment(hdibHandle);
if (charRectID >= 0)
{
IntPtr newHdibHandle = ANNWrapper.AutoAlign(hdibHandle, charRectID);
ANNWrapper.SaveDIB(newHdibHandle, Application.StartupPath + "\\AutoAlign.bmp");
ANNWrapper.SaveSegment(newHdibHandle, charRectID, Application.StartupPath + "\\" + textBMPFolders.Text + "\\BMPFolders");
ANNWrapper.ReleaseDIBFile(newHdibHandle);
}
else
{
MessageBox.Show("CharSegment Step Failure !");
}
ANNWrapper.ReleaseDIBFile(hdibHandle);
}
}
catch (Exception exp)
{
MessageBox.Show(textToPath.Text);
}
}
private void button4_Click(object sender, EventArgs e)
{
//DirectoryInfo Dir = new DirectoryInfo(Application.StartupPath + "\\");
//foreach (FileInfo f in Dir.GetFiles("*Capture.bmp"))
//{
// textInputBMP.Text = f.Name;
ANNWrapper.RevertBlackWhiteBMP(Application.StartupPath + "\\" + textInputBMP.Text);
//}
}
public bool NumberParse_1(string bmpFile, out string ret)
{
ret = string.Empty;
IntPtr hdibHandle = IntPtr.Zero;
try
{
hdibHandle = ANNWrapper.ReadDIBFile(bmpFile);
if (hdibHandle == IntPtr.Zero)
{
return(false);
}
int[] intRes = new int[64];
if (ANNWrapper.Convert256toGray(hdibHandle) &&
ANNWrapper.ConvertGrayToWhiteBlack(hdibHandle) &&
ANNWrapper.RemoveScatterNoise(hdibHandle))
{
Int32 charRectID = ANNWrapper.CharSegment(hdibHandle);
if (charRectID >= 0)
{
IntPtr newHdibHandle = ANNWrapper.AutoAlign(hdibHandle, charRectID);
if (newHdibHandle != IntPtr.Zero && ANNWrapper.Recognition_EX(newHdibHandle, charRectID, intRes))
{
foreach (int value in intRes)
{
if (value == -1)
{
break;
}
else if (value >= 10)
{
ret = string.Empty;
break;
}
ret += value.ToString();
}
}
ANNWrapper.ReleaseDIBFile(newHdibHandle);
}
}
}
catch (System.Exception e)
{
}
if (hdibHandle != IntPtr.Zero)
{
ANNWrapper.ReleaseDIBFile(hdibHandle);
}
return(!string.IsNullOrEmpty(ret));
}
private void button14_Click(object sender, EventArgs e)
{
if (textParas.Text.Length > 0)
{
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
}
else
{
ANNWrapper.InitBPParameters(64, 8, 4);
}
ANNWrapper.PrintBPParameters(Application.StartupPath + "\\" + textParas.Text + "Print.txt");
}
public formMain()
{
InitializeComponent();
logHandler = new LogCallbackDelegate(LoggerFunction);
ANNWrapper.SetLogHandler(logHandler);
DirectoryInfo Dir = new DirectoryInfo(Application.StartupPath + "\\ErrorRec");
if (!Dir.Exists)
{
Dir.Create();
}
ANNWrapper.SetErrorRecordFolder(Application.StartupPath + "\\ErrorRec");
}
private void button9_Click(object sender, EventArgs e)
{
DirectoryInfo Dir = new DirectoryInfo(Application.StartupPath + "\\");
foreach (FileInfo f in Dir.GetFiles("*Capture.bmp"))
{
try
{
textToPath.Text = f.Name;
IntPtr hdibHandle = ANNWrapper.ReadDIBFile(Application.StartupPath + "\\" + textToPath.Text);
ANNWrapper.Convert256toGray(hdibHandle);
ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\Convert256toGray.bmp");
ANNWrapper.ConvertGrayToWhiteBlack(hdibHandle);
ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\ConvertGrayToWhiteBlack.bmp");
//ANNWrapper.GradientSharp(hdibHandle);
ANNWrapper.RemoveScatterNoise(hdibHandle);
ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\RemoveScatterNoise.bmp");
//ANNWrapper.SlopeAdjust(hdibHandle);
Int32 charRectID = ANNWrapper.CharSegment(hdibHandle);
if (charRectID >= 0)
{
//ANNWrapper.StdDIBbyRect(hdibHandle, charRectID, 16, 16);
IntPtr newHdibHandle = ANNWrapper.AutoAlign(hdibHandle, charRectID);
ANNWrapper.SaveSegment(newHdibHandle, charRectID, Application.StartupPath + "\\");
ANNWrapper.ReleaseDIBFile(newHdibHandle);
}
else
{
MessageBox.Show("CharSegment Step False");
}
ANNWrapper.ReleaseDIBFile(hdibHandle);
}
catch (Exception exp)
{
MessageBox.Show(textToPath.Text);
}
}
}
private void EncodeBMPs(DirectoryInfo Dir, int dest)
{
double[] dblEncode = new double[64];
try
{
string gridFile = Dir.FullName + "\\Grid.text";
FileInfo fGrid = new FileInfo(gridFile);
fGrid.Delete(); fGrid = null;
foreach (FileInfo f in Dir.GetFiles("*.bmp"))
{
IntPtr hdibHandle = ANNWrapper.ReadDIBFile(f.FullName);
if (ANNWrapper.BPEncode(hdibHandle, dblEncode, 0, 0, 0, 0, gridFile))
{
string strCodes = "";
foreach (double dblValue in dblEncode)
{
strCodes += dblValue.ToString() + ",";
}
strCodes += dest.ToString();
if (textTraingInputs.Lines.Length == 0)
{
textTraingInputs.AppendText(strCodes);
}
else
{
textTraingInputs.AppendText("\r\n" + strCodes);
}
}
ANNWrapper.ReleaseDIBFile(hdibHandle);
}
}
catch (Exception exp)
{
MessageBox.Show(exp.Message);
}
}
private void button8_Click(object sender, EventArgs e)
{
int loop = Int32.Parse(textLoop.Text);
while (loop > 0)
{
loop--;
//System.Drawing.Bitmap tempBit = new System.Drawing.Bitmap(Application.StartupPath + "\\" + textSubsystemBMP.Text);
//System.Drawing.Rectangle rect = new System.Drawing.Rectangle(
// Int32.Parse(textLeft.Text),
// Int32.Parse(textTop.Text),
// Int32.Parse(textRight.Text) - Int32.Parse(textLeft.Text),
// Int32.Parse(textBottom.Text) - Int32.Parse(textTop.Text)
// );
//System.Drawing.Bitmap block = tempBit.Clone(rect, tempBit.PixelFormat);
//IntPtr hBitMap=tempBit.GetHbitmap();
ANNWrapper.SaveBlockToBMP2(Application.StartupPath + "\\" + textSubsystemBMP.Text, Int32.Parse(textLeft.Text), Int32.Parse(textTop.Text), Int32.Parse(textRight.Text), Int32.Parse(textBottom.Text), Application.StartupPath + "\\" + textToPath.Text);
//ANNWrapper.SaveBlockToBMP3(block.GetHbitmap(),
// Int32.Parse(textLeft.Text),
// Int32.Parse(textTop.Text),
// Int32.Parse(textRight.Text),
// Int32.Parse(textBottom.Text),
// Application.StartupPath + "\\" + textToPath.Text);
//ANNWrapper.SaveBlockToBMP2(Application.StartupPath + "\\" + textSubsystemBMP.Text,
// Int32.Parse(textLeft.Text),
// Int32.Parse(textTop.Text),
// Int32.Parse(textRight.Text),
// Int32.Parse(textBottom.Text),
// Application.StartupPath + "\\" + textToPath.Text);
}
}
private void button10_Click(object sender, EventArgs e)
{
int loop = Int32.Parse(textLoop.Text);
while (loop > 0)
{
loop--;
try
{
int[] intRes = new int[64];
ANNWrapper.BlackWhiteBMP(Application.StartupPath + "\\" + textToPath.Text, Int32.Parse(textInputInt.Text));
IntPtr hdibHandle = ANNWrapper.ReadDIBFile(Application.StartupPath + "\\" + textToPath.Text);
ANNWrapper.Convert256toGray(hdibHandle);
ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\Convert256toGray.bmp");
ANNWrapper.ConvertGrayToWhiteBlack(hdibHandle);
ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\ConvertGrayToWhiteBlack.bmp");
//ANNWrapper.GradientSharp(hdibHandle);
ANNWrapper.RemoveScatterNoise(hdibHandle);
ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\RemoveScatterNoise.bmp");
//ANNWrapper.SlopeAdjust(hdibHandle);
Int32 charRectID = ANNWrapper.CharSegment(hdibHandle);
if (charRectID >= 0)
{
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
//ANNWrapper.StdDIBbyRect(hdibHandle, charRectID, 16, 16);
IntPtr newHdibHandle = ANNWrapper.AutoAlign(hdibHandle, charRectID);
ANNWrapper.SaveDIB(newHdibHandle, Application.StartupPath + "\\AutoAlign.bmp");
//charRectID = ANNWrapper.CharSegment(newHdibHandle);
if (charRectID >= 0)
{
//ANNWrapper.SaveSegment(newHdibHandle, charRectID, Application.StartupPath + "\\");
if (ANNWrapper.Recognition_EX(newHdibHandle, charRectID, intRes))
{
string res = "";
foreach (int value in intRes)
{
if (value == -1)
{
break;
}
res += value.ToString();
}
textUnMatch.AppendText(res.ToString() + "\r\n");
}
else
{
textUnMatch.AppendText("Recognition Failure" + "\r\n");
}
}
ANNWrapper.ReleaseDIBFile(newHdibHandle);
}
else
{
textUnMatch.AppendText("CharSegment Step False" + "\r\n");
}
ANNWrapper.ReleaseDIBFile(hdibHandle);
}
catch (Exception exp)
{
textUnMatch.AppendText(textToPath.Text + "\r\n");
}
}
}
private void button7_Click(object sender, EventArgs e)
{
if (textParas.Text.Length > 0)
{
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
}
else
{
ANNWrapper.InitBPParameters(64, 8, 4);
}
DirectoryInfo Dir = new DirectoryInfo(Application.StartupPath + "\\" + textBMPFolders.Text);
try
{
foreach (DirectoryInfo d in Dir.GetDirectories())
{
if (d.ToString() == "BMP0")
{
EncodeBMPs(d, 0);
}
else if (d.ToString() == "BMP1")
{
EncodeBMPs(d, 1);
}
else if (d.ToString() == "BMP2")
{
EncodeBMPs(d, 2);
}
else if (d.ToString() == "BMP3")
{
EncodeBMPs(d, 3);
}
else if (d.ToString() == "BMP4")
{
EncodeBMPs(d, 4);
}
else if (d.ToString() == "BMP5")
{
EncodeBMPs(d, 5);
}
else if (d.ToString() == "BMP6")
{
EncodeBMPs(d, 6);
}
else if (d.ToString() == "BMP7")
{
EncodeBMPs(d, 7);
}
else if (d.ToString() == "BMP8")
{
EncodeBMPs(d, 8);
}
else if (d.ToString() == "BMP9")
{
EncodeBMPs(d, 9);
}
}
}
catch (Exception exp)
{
MessageBox.Show(exp.Message);
}
}
private void button2_Click(object sender, EventArgs e)
{
ANNWrapper.ConvertBMP2TIF(Application.StartupPath + "\\" + textInputBMP.Text, Application.StartupPath + "\\" + textInputTIF.Text);
}
private void button1_Click(object sender, EventArgs e)
{
ANNWrapper.ConvertJPEG2BMP(Application.StartupPath + "\\" + textInputJPG.Text, Application.StartupPath + "\\" + textInputBMP.Text);
}
private void btnStop_Click(object sender, EventArgs e)
{
if (textParas.Text.Length < 1)
{
MessageBox.Show("Para Setting Is Empty");
return;
}
if (textTraingInputs.Lines.Length < 1)
{
MessageBox.Show("Test Input Is Empty");
return;
}
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
//ANNWrapper.PrintBPParameters("C:\\TypePara.text");
double[] inputs = new double[64];
double[] dests = new double[4];
int divideFactor = Int32.Parse(textParaFactor.Text);
int matchCount = 0;
Random rand = new Random();
Double noiseFactor = Double.Parse(textNoiseFactor.Text);
foreach (string line in textTraingInputs.Lines)
{
string[] strs = line.Split(',');
if (strs.Length != 65)
{
continue;
}
for (int i = 0; i < 64; i++)
{
inputs[i] = Double.Parse(strs[i]) / divideFactor;
}
//Add Noise Factor to Input
int noiseCount = Int32.Parse(textNoiseCount.Text);
for (int i = 0; i < noiseCount; i++)
{
inputs[rand.Next(0, 63)] = noiseFactor;
}
/* string dest = Convert.ToString(Int32.Parse(strs[64]), 2);*/
for (int i = 0; i < 4; i++)
{
dests[i] = 0.0;
}
if (!ANNWrapper.Recognition(inputs, dests))
{
MessageBox.Show("Recognition Error:" + line);
continue;
}
Int32 dest = 0;
if (dests[0] > 0.5)
{
dest += 1;
}
if (dests[1] > 0.5)
{
dest += 2;
}
if (dests[2] > 0.5)
{
dest += 4;
}
if (dests[3] > 0.5)
{
dest += 8;
}
if (dest == Int32.Parse(strs[64]))
{
matchCount += 1;
}
else
{
textUnMatch.AppendText(line + "|" + dests[0].ToString() + "," + dests[1].ToString() + "," + dests[2].ToString() + "," + dests[3].ToString() + "" + "\r\n");
}
}
double dblRate = matchCount * 100.0 / textTraingInputs.Lines.Length;
MessageBox.Show("%" + dblRate.ToString() + "(" + matchCount.ToString() + "/" + textTraingInputs.Lines.Length + ")");
}
private void btTraining_Click(object sender, EventArgs e)
{
m_stop = false;
// btTraining.Enabled = false;
if (textParas.Text.Length > 0)
{
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
}
else
{
ANNWrapper.InitBPParameters(64, 8, 4);
}
if (textTraingInputs.Lines.Length < 1)
{
return;
}
MessageBox.Show(textTraingInputs.Lines.Length.ToString() + " Lines!");
int divideFactor = Int32.Parse(textParaFactor.Text);
int count = 0;
ANNWrapper.InitTrainBPLearnSpeed(Double.Parse(textSpeed.Text));
double accpt_diff = Double.Parse(textAvrgDiff.Text.ToString());
double[] inputs = new double[64];
double[] dests = new double[4];
while (true)
{
double this_dif = 0.0;
foreach (string line in textTraingInputs.Lines)
{
count++;
string[] strs = line.Split(',');
if (strs.Length != 65)
{
continue;
}
for (int i = 0; i < 64; i++)
{
inputs[i] = Double.Parse(strs[i]) / divideFactor;
}
string dest = Convert.ToString(Int32.Parse(strs[64]), 2);
if (dest.Length > 0 && dest[dest.Length - 1 - 0] == '1')
{
dests[0] = 1.0;
}
else
{
dests[0] = 0.0;
}
if (dest.Length > 1 && dest[dest.Length - 1 - 1] == '1')
{
dests[1] = 1.0;
}
else
{
dests[1] = 0.0;
}
if (dest.Length > 2 && dest[dest.Length - 1 - 2] == '1')
{
dests[2] = 1.0;
}
else
{
dests[2] = 0.0;
}
if (dest.Length > 3 && dest[dest.Length - 1 - 3] == '1')
{
dests[3] = 1.0;
}
else
{
dests[3] = 0.0;
}
double dif = ANNWrapper.Training(inputs, dests);
this_dif += dif;
}
this_dif /= textTraingInputs.Lines.Length;
if (chkAutoSave.Checked)
{
if (textParas.Text.Length < 1)
{
textParas.Text = "Training.dat";
}
ANNWrapper.SaveBPParameters(Application.StartupPath + "\\" + textParas.Text);
}
textUnMatch.AppendText(this_dif.ToString() + "\r\n");
btTraining.Text = this_dif.ToString();
btTraining.Update();
if (this_dif <= accpt_diff || m_stop == true)
{
ANNWrapper.SaveBPParameters(Application.StartupPath + "\\" + textParas.Text);
break;
}
}
btTraining.Enabled = true;
btTraining.Text = "Train(" + count.ToString() + ")";
}
