private void createMapButton_Click(object sender, EventArgs e)
{
for (int i = 0; i < imagePaths[0].Count; i++)
{
using (Bitmap source = new Bitmap(imagePaths[0][i]))
using (Bitmap mask = new Bitmap(imagePaths[1][i]))
{
probabilityMap = new ProbabilityMap();
probabilityMap.TrainHistograms(source, mask);
}
}
SaveFileDialog saveFileDialog = new SaveFileDialog();
saveFileDialog.InitialDirectory = xmlPath;
saveFileDialog.Filter = "Histogram Files|*.hst|All Files|*.*";
saveFileDialog.FilterIndex = 0;
MessageBox.Show("Training data created successfully. Please select a location to save to.");
if (saveFileDialog.ShowDialog() == DialogResult.OK)
this.probabilityMap.SaveHistograms(saveFileDialog.FileName);
//if (this.probabilityMap != null)
//this.probabilityMap.CreateMaps();
}
private void thresholdOpenLabel_Click(object sender, EventArgs e)
{
OpenFileDialog openFileDialog = new OpenFileDialog();
openFileDialog.InitialDirectory = Environment.GetFolderPath(Environment.SpecialFolder.Desktop);
openFileDialog.Filter = "Histograms|*.hst|All Files|*.*";
openFileDialog.FilterIndex = 0;
if (openFileDialog.ShowDialog() == System.Windows.Forms.DialogResult.OK)
{
// Initialise Probability Map
this.probabilityMap = new ProbabilityMap(openFileDialog.FileName);
// Convert histograms into probability maps
this.probabilityMap.CreateMaps();
}
}
public MainForm( )
{
InitializeComponent( );
cameraFpsLabel.Text = string.Empty;
permittedCodesLabel.Text = string.Empty;
// initialise filters
grayFilter = new AForge.Imaging.Filters.Grayscale(0.2125, 0.7154, 0.0721);
otsuFilter = new AForge.Imaging.Filters.OtsuThreshold();
// image buffers
grayBuffer = new Bitmap(DesiredWidth, DesiredHeight, System.Drawing.Imaging.PixelFormat.Format8bppIndexed);
// component finder
componentFinder = new ComponentFinder();
// rag constructor
regionAdjacencyGraph = new RegionAdjacencyGraph(DesiredWidth, DesiredHeight);
// Marker Detector
markerDetector = new MarkerDetector();
// Worker
resetEvent = new ManualResetEvent(false);
frameMutex = new Mutex(false); //RNM
// Image exporter
imageExporter = new ImageExporter(this.ExportImage);
openFileDialog = new SaveFileDialog();
openFileDialog.InitialDirectory = Environment.GetFolderPath(Environment.SpecialFolder.MyPictures);
openFileDialog.Filter = "Bitmap Images|*.bmp|JPEG Images|*.jpg|PNG Images|*.png|All Files|*.*";
// Probability maps
probabilityMap = null;
//xml
markerStreamProducer = new MakerStreamProducer(PORT);
markerStreamProducer.Start();
xmlDocument = new XmlDocument();
xmlDocument.LoadXml("<!DOCTYPE CERAMICS [<!ELEMENT STREAMS (STREAM+)><!ELEMENT STREAM (MARKER+)><!ELEMENT MARKER (EMPTY)><!ATTLIST STREAM DATE CDATA #REQUIRED><!ATTLIST STREAM ID CDATA #REQUIRED><!ATTLIST MARKER CODE CDATA #REQUIRED><!ATTLIST MARKER TIMESTAMP CDATA #REQUIRED><!ATTLIST MARKER X1 CDATA #REQUIRED><!ATTLIST MARKER Y1 CDATA #REQUIRED><!ATTLIST MARKER X2 CDATA #REQUIRED><!ATTLIST MARKER Y2 CDATA #REQUIRED>]><stream></stream>");
XmlElement root = xmlDocument.DocumentElement;
root.SetAttribute("date",DateTime.Now.Date.ToString().Substring(0,10));
root.SetAttribute("id", "0001");
Console.WriteLine(xmlDocument.OuterXml);
xmlDocument.Save(Environment.GetFolderPath(Environment.SpecialFolder.Desktop) + "\\dtd.xml");
displayDeviceList();
}