public static ImageData FromImage(Bitmap img, ImageWindowScheme iws, FeatureSet feature_set)
{
SiteFeatureSet[,] sitefeatures = new SiteFeatureSet[iws.XSites, iws.YSites];
for(int x = 0; x < iws.XSites; x++) for(int y = 0; y < iws.YSites; y++)
{
sitefeatures[x,y] = new SiteFeatureSet(feature_set.ApplyToBitmap(img, x, y), feature_set);
}
return new ImageData(sitefeatures, feature_set.Length);
}
public SiteFeatureSet(List<double> features, FeatureSet feature_set)
{
Features = GetDenseVector(features);
_feature_set = feature_set;
}
public SiteFeatureSet(double[] features, FeatureSet feature_set)
{
Features = features;
_feature_set = feature_set;
//TODO: Assert _feature_set.Length == Features.Count
}
public Factory(int xsites, int ysites, FeatureSet f)
{
XSites = xsites;
YSites = ysites;
if(XSites == 0 || YSites == 0) throw new ArgumentException("site_features must not be size zero");
FeatureCount = f.Length;
Features = f;
SitesSeen = 0;
ImagesSeen = 0;
}