public List <double> ProcessLocalImageMLP(string imageLocation, ImageProcessingConfig processingConfig)
{
ImageHelpers imageHelpers = new ImageHelpers();
Image <Bgr, Byte> image = new Image <Bgr, byte>(imageLocation);
Main mainFunctions = new Main();
//image = ImageHelpers.Resize(image, processingConfig.ResizeSize);
switch (processingConfig.ImageFilter)
{
case ImageFilter.box:
image = mainFunctions.BoxFilter(image, processingConfig.ImageFilterSize);
break;
case ImageFilter.median:
default:
image = mainFunctions.MedianFilter(image, processingConfig.ImageFilterSize);
break;
}
Image <Gray, Byte> imageGray = mainFunctions.Binarization(image, processingConfig.ValuesFactor, processingConfig.BlueAvg, processingConfig.BlueStd,
processingConfig.GreenAvg, processingConfig.GreenStd, processingConfig.RedAvg, processingConfig.RedStd);
imageGray = mainFunctions.MorphOp(imageGray);
imageGray = ImageHelpers.ResizeBW(imageGray, processingConfig.ResizeSize);
return(ImageHelpers.ImageToList(imageGray));
}
public void DeleteImageProcessingConfig(ImageProcessingConfig imageProcessingConfig)
{
_context.ImageProcessingConfigs.Remove(imageProcessingConfig);
}
public void AddImageProcessingConfig(ImageProcessingConfig imageProcessingConfig)
{
_context.ImageProcessingConfigs.Add(imageProcessingConfig);
}
