public ImageFeatureVector CreateFeatureVector(String folder)
{
ImageFeatureVector ret = null;
DirectoryInfo d = new DirectoryInfo(folder);
FileInfo[] Files = d.GetFiles("*.png");
Bitmap main = null;
foreach (FileInfo file in Files)
{
Console.WriteLine(file.FullName);
Bitmap bmp = (Bitmap)Bitmap.FromFile(file.FullName);
if (main == null)
{
main = bmp;
}
else
{
//main.Save(@"D:\Data\Linage2\diff.png");
if (ret == null)
{
main = DiffBitmap(main, bmp);
ret = new ImageFeatureVector();
//ret.LoadFromDiffBitmap(main,new Rectangle(new Point(85,30),new Size(main.Width-85,main.Height-30)));
ret.LoadFromDiffBitmap(main, new Rectangle(new Point(0, 0), new Size(main.Width, main.Height)));
}
else
{
//ret = ret.ApplyBitmap(bmp, new Rectangle(new Point(85, 30), new Size(main.Width-85, main.Height-30)));
ret = ret.ApplyBitmap(bmp, new Rectangle(new Point(0, 0), new Size(main.Width, main.Height)));
}
}
}
main = ret.ToBitmap(main);
//main.Save(@"D:\Data\Linage2\diff.png");
ret = AverageFeature(folder, main);
if (ret != null)
{
//ret.ToBitmap(main).Save(@"D:\Data\Linage2\avg.png");
}
return(ret);
}
public ImageFeatureVector AverageFeature(String folder, Bitmap bmpMask = null)
{
ImageFeatureVector mask = null;
if (File.Exists(folder + "mask.png"))
{
mask = new ImageFeatureVector();
if (bmpMask == null)
{
bmpMask = (Bitmap)Bitmap.FromFile(folder + "mask.png");
}
mask.LoadFromDiffBitmap(bmpMask, new Rectangle(new Point(0, 0), bmpMask.Size));
List <ImageFeatureVector> fvs = new List <ImageFeatureVector>();
DirectoryInfo d = new DirectoryInfo(folder);
FileInfo[] Files = d.GetFiles("*.png");
foreach (FileInfo file in Files)
{
Bitmap bmp = (Bitmap)Bitmap.FromFile(file.FullName);
ImageFeatureVector fv = mask.MaskBitmap(bmp);
fvs.Add(fv);
}
for (int i = 0; i < mask.Count; i++)
{
double r = 0;
double g = 0;
double b = 0;
foreach (ImageFeatureVector fv in fvs)
{
r += fv[i].color.R;
g += fv[i].color.G;
b += fv[i].color.B;
}
mask[i].color = Color.FromArgb((byte)(r / fvs.Count), (byte)(g / fvs.Count), (byte)(b / fvs.Count));
}
}
else
{
Console.WriteLine("ERROR: mask.png not found");
}
return(mask);
}