/// <summary>
/// build template List from a Gray image
/// </summary>
/// <param name="image">input image</param>
/// <param name="buildXMLTemplateFile">true to build a xml file with current templates</param>
/// <param name="angles">the number of angles, default to 360</param>
/// <param name="sizes">number of sizes, default to 1</param>
/// <param name="minRatio">The ratio of smallest size to original, default to 0.6</param>
/// <param name="maxFeaturesPerLevel">the array of maximum features per pyrimid level, default to 200 in DEFAULT_MAX_FEATURES_PER_LEVEL from ImageTemplatePyramid.cs:56,
/// increase to increase the precision in expense of detection time-delay</param>
/// <param name="userFunc">Input User Function for customization and diversity</param>
/// <returns>List of templates.</returns>
public static List <TemplatePyramid> buildTemplate(Gray <byte>[,] image, int Width, int Height, bool buildXMLTemplateFile = false, int angles = 360, int sizes = 1, float minRatio = 0.6f, int[] maxFeaturesPerLevel = null, Func <TemplatePyramid, Gray <byte> [, ], TemplatePyramid> userFunc = null)
{
List <TemplatePyramid> retList = new List <TemplatePyramid>();
float Ratio = 1;
Gray <byte>[,] tempIMG;
rotateLoad(retList, image, angles, Width, Height, false, userFunc: validateFeatures);
for (int i = 0; i < sizes - 1; i++)
{
Ratio -= (float)(1 - minRatio) / sizes;
int width = (int)(image.Width() * Ratio);
int height = (int)(image.Height() * Ratio);
DotImaging.Primitives2D.Size Nsize = new DotImaging.Primitives2D.Size(width, height);
tempIMG = ResizeExtensions_Gray.Resize(image, Nsize, Accord.Extensions.Imaging.InterpolationMode.NearestNeighbor);
rotateLoad(retList, tempIMG, angles, Width, Height, false, maxFeaturesPerLevel, image.ToString(), userFunc: userFunc);
}
if (buildXMLTemplateFile)
{
XMLTemplateSerializer <ImageTemplatePyramid <ImageTemplate>, ImageTemplate> .ToFile(retList,
Path.Combine(Directory.GetParent(Directory.GetCurrentDirectory()).FullName, "Resources", "template" + ".xml"));
}
return(retList);
}
/// <summary>
/// build template List from a XML file
/// </summary>
/// <param name="filename">input XML file name, the file has to be in the current directory </param>
/// <param name="buildXMLTemplateFile">true to build a xml file with current templates</param>
/// <param name="angles">the number of angles, default to 360</param>
/// <param name="sizes">number of sizes, default to 1</param>
/// <param name="CropToSqr">decides whether to crop the image to sqrside to prevent edges issues</param>
/// <param name="maxFeaturesPerLevel">the array of maximum features per pyrimid level, default (null) would evaluate to 200 in DEFAULT_MAX_FEATURES_PER_LEVEL from ImageTemplatePyramid.cs:56,
/// increase to increase the precision in expense of detection time-delay</param>
/// <param name="userFunc">Input User Function for customization and diversity</param>
/// <returns>List of templates.</returns>
public static List <TemplatePyramid> fromFiles(String[] files, bool buildXMLTemplateFile = false, int angles = 360, int sizes = 1, bool CropToSqr = false, int[] maxFeaturesPerLevel = null, Func <TemplatePyramid, Gray <byte> [, ], TemplatePyramid> userFunc = null)
{
Console.WriteLine("Building templates from files...");
Gray <byte>[,] ResizedtemplatePic;
var list = new List <TemplatePyramid>();
string resourceDir = Path.Combine(Directory.GetParent(Directory.GetCurrentDirectory()).FullName, "Resources");
//string[] files = Directory.GetFiles(resourceDir, fileName);
if (files.Length == 0)
{
throw new Exception("NO FILE FOUND");
}
object syncObj = new object();
foreach (var file in files)
{
int shortSide, SqrSide, inputWidth, inputHeight;
float FileRatio = 1;
Gray <byte>[,] preparedBWImage;
for (int j = 0; j < sizes; j++)
{
Console.WriteLine("Size # " + j);
try
{
preparedBWImage = ImageIO.LoadGray(file).Clone();
}
catch
{
Console.WriteLine("Error occurs when loading " + file);
continue;
}
FileRatio -= (float)0.01;
int width = (int)(preparedBWImage.Width() * FileRatio);
int height = (int)(preparedBWImage.Height() * FileRatio);
if (FileRatio < 0)
{
Console.WriteLine("Too many sizes to build, Max 100");
FileRatio = 1;
break;
}
DotImaging.Primitives2D.Size Nsize = new DotImaging.Primitives2D.Size(width, height);
ResizedtemplatePic = ResizeExtensions_Gray.Resize(preparedBWImage, Nsize, Accord.Extensions.Imaging.InterpolationMode.NearestNeighbor);
try
{
//var tp = TemplatePyramid.CreatePyramidFromPreparedBWImage(preparedBWImage, new FileInfo(file + " " + i * 10).Name, ImageAngle, maxNumberOfFeaturesPerLevel: maxFeaturesPerLevel);
shortSide = (preparedBWImage.Width() < preparedBWImage.Height()) ? preparedBWImage.Width() : preparedBWImage.Height();
SqrSide = (int)(shortSide / Math.Sqrt(2));
inputWidth = CropToSqr ? SqrSide : preparedBWImage.Width();
inputHeight = CropToSqr ? SqrSide : preparedBWImage.Height();
rotateLoad(list, preparedBWImage, angles, inputWidth, inputHeight, false, maxFeaturesPerLevel, file, userFunc);
}
catch (Exception)
{ }
}
//}
}
if (buildXMLTemplateFile)
{
XMLTemplateSerializer <ImageTemplatePyramid <ImageTemplate>, ImageTemplate> .ToFile(list, Path.Combine(resourceDir, files[0].Substring(0, files[0].IndexOf(".")) + ".xml"));
}
return(list);
}
/// <summary>
/// Build template with the cemara
///
/// State Machine---->
/// int -> build template -> resize to find the best -> draw the template then comfirm by user ->
/// rotate for angles ->done and return
///
/// make sure the object is in green circle
/// </summary>
/// <param name="name">template name, default to "Template" if the name is null</param>
/// <param name="templPyrs">the template list that to be used</param
/// <param name="videoCapture">the video stream</param>
/// <param name="pictureBox">the picture box of window form</param>
/// <param name="minRatio">The ratio of smallest size to original, default to 0.4</param>
/// /// <returns>nothing.</returns>
public void TemplateCapture(ref List <TemplatePyramid> templPyrs, ImageStreamReader videoCapture, PictureBox pictureBox, string name = null, float minCalibrationRatio = 0.4f)
{
if (name == null)
{
name = "Template";
}
#if runXML
try
{
Console.WriteLine("Reading from existing Template Data");
templPyrs = fromXML(name);
Cap = State.Done;
}
catch (Exception)
{
Console.WriteLine("\nTemplate NOT found! \n initiating camera...");
}
#endif
switch (Cap)
{
case State.Init:
videoCapture.ReadTo(ref frame);
if (frame == null)
{
return;
}
drawFrameWork(frame);
pictureBox.Image = frame.ToBitmap(); //it will be just casted (data is shared) 24bpp color
GC.Collect();
break;
case State.BuildingTemplate:
Console.WriteLine("building template");
videoCapture.ReadTo(ref frame);
if (frame == null)
{
return;
}
templatePic = frame.ToGray();
//var list = new List<TemplatePyramid>();
try
{
if (templPyrs == null)
{
templPyrs = new List <TemplatePyramid>();
}
rotateLoad(templPyrs, templatePic, 1, frame.Width(), frame.Height(), userFunc: validateFeatures);
}
catch (Exception)
{
Console.WriteLine("ERROR IN CREATING TEMPLATE!");
return;
}
Cap = State.Calibrate;
break;
case State.Calibrate:
Console.WriteLine("calibrating template " + CabRatio + " " + templatePic.Width() * CabRatio);
var bestRepresentatives = findObjects(frame, templPyrs);
if (bestRepresentatives.Count == 0)
{
if (templPyrs.Count != 0)
{
templPyrs.RemoveAt(templPyrs.Count - 1);
}
CabRatio -= (float)0.01;
int width = (int)(templatePic.Width() * CabRatio);
int height = (int)(templatePic.Height() * CabRatio);
if (CabRatio < minCalibrationRatio)
{
Console.WriteLine("Calibration failed");
CabRatio = 1;
Cap = State.Init;
}
DotImaging.Primitives2D.Size Nsize = new DotImaging.Primitives2D.Size(width, height);
ResiizedtemplatePic = ResizeExtensions_Gray.Resize(templatePic, Nsize, Accord.Extensions.Imaging.InterpolationMode.NearestNeighbor);
try
{
templPyrs.Add(TemplatePyramid.CreatePyramidFromPreparedBWImage(
ResiizedtemplatePic, new FileInfo(name + " #" + TPindex++).Name, 0));
}
catch (Exception)
{
Console.WriteLine("ERROR IN CALIBRATING TEMPLATE!");
}
}
else
{
ResiizedtemplatePic = (ResiizedtemplatePic == null ? templatePic : ResiizedtemplatePic);
CaptureFrame(templPyrs, videoCapture, pictureBox);
drawFrameWork(frame);
pictureBox.Image = frame.ToBitmap(); //it will be just casted (data is shared) 24bpp color
Cap = State.Confirm;
}
break;
case State.Confirm:
Console.WriteLine("comfirm Template, press Y to continue, press R to retry, and other keys to abort");
string a = Console.ReadLine();
switch (a)
{
case "y":
Cap = State.Rotate;
break;
case "r":
templPyrs.RemoveAt(templPyrs.Count - 1);
Cap = State.Init;
break;
default:
Cap = State.Done;
break;
}
//if (a == "y") Cap = State.Rotate;
//else
//{
// Cap = State.Init;
//}
break;
case State.Rotate:
int SqrSide = (int)(frame.Height() / Math.Sqrt(2));
templPyrs.AddRange(buildTemplate(ResiizedtemplatePic, SqrSide, SqrSide, false, totalAngles, totalSizes, 0.5f, null, validateFeatures));
//ResiizedtemplatePic, totalAngles, SqrSide, SqrSide, true, userFunc: validateFeatures));
Cap = State.ConfirmDone;
break;
case State.ConfirmDone:
Console.WriteLine("Do you want to build a new template? press y to build another template, other keys to abort");
string OtherTemplate = Console.ReadLine();
if (OtherTemplate == "y" || OtherTemplate == "Y")
{
Cap = State.Init;
}
else
{
string resourceDir = Path.Combine(Directory.GetParent(Directory.GetCurrentDirectory()).FullName, "Resources");
XMLTemplateSerializer <ImageTemplatePyramid <ImageTemplate>, ImageTemplate> .ToFile(templPyrs, Path.Combine(resourceDir, name + ".xml"));
Cap = State.Done;
}
break;
//break;
case State.Done:
CaptureFrame(templPyrs, videoCapture, pictureBox);
GC.Collect();
break;
//break;
}
pictureBox.Image = frame.ToBitmap(); //it will be just casted (data is shared) 24bpp color
}
