private void cBFilters_SelectedIndexChanged(object sender, EventArgs e) { Bitmap pictureTransform = (Bitmap)pbChoose.Image; if ((string)cBFilters.SelectedItem == "HSL_Filter") { AForge.Imaging.Filters.SaturationCorrection filter = new SaturationCorrection(0.1); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Mediana") { AForge.Imaging.Filters.Median filter = new Median(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } /*if ((string)cBFilters.SelectedItem == "Fourier_Transformation") { Complex[] dst = new Complex[n]; AForge.Math.FourierTransform filter = AForge.Math.FourierTransform.DFT();// .FromBitmap(pictureTransform); Bitmap newImage = filter.Apply(); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; }*/ if ((string)cBFilters.SelectedItem == "Binarization") { pictureTransform = Grayscale.CommonAlgorithms.BT709.Apply(pictureTransform); Threshold threshold = new Threshold(127); threshold.ApplyInPlace(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = pictureTransform; } if ((string)cBFilters.SelectedItem == "Grayscale") { AForge.Imaging.Filters.Grayscale filter = new AForge.Imaging.Filters.Grayscale(0.2125, 0.7154, 0.0721); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "FillHoles") { pictureTransform = Grayscale.CommonAlgorithms.BT709.Apply(pictureTransform); Threshold threshold = new Threshold(127); threshold.ApplyInPlace(pictureTransform); AForge.Imaging.Filters.FillHoles filter = new AForge.Imaging.Filters.FillHoles(); filter.MaxHoleHeight = 5; filter.MaxHoleWidth = 15; filter.CoupledSizeFiltering = false; Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Opening") { AForge.Imaging.Filters.Opening filter = new AForge.Imaging.Filters.Opening(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Closing") { AForge.Imaging.Filters.Closing filter = new AForge.Imaging.Filters.Closing(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Erosion") { AForge.Imaging.Filters.Erosion filter = new AForge.Imaging.Filters.Erosion(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Dilatation") { AForge.Imaging.Filters.Dilatation filter = new AForge.Imaging.Filters.Dilatation(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Edges") { AForge.Imaging.Filters.Edges filter = new AForge.Imaging.Filters.Edges(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } }
public Bitmap Apply(Bitmap image) { Bitmap bitmap = dilatation.Apply(image); Bitmap result = errosion.Apply(bitmap); bitmap.Dispose(); return(result); }
/// <summary> /// Apply filter to an image. /// </summary> /// /// <param name="image">Source image to apply filter to.</param> /// /// <returns>Returns filter's result obtained by applying the filter to /// the source image.</returns> /// /// <remarks>The method keeps the source image unchanged and returns /// the result of image processing filter as new image.</remarks> /// /// <exception cref="UnsupportedImageFormatException">Unsupported pixel format of the source image.</exception> /// public Bitmap Apply(Bitmap image) { Bitmap tempImage = errosion.Apply(image); Bitmap destImage = dilatation.Apply(tempImage); tempImage.Dispose( ); return(destImage); }
/// <summary> /// Aforge median dilatation morfology with default kernel /// </summary> public static Image Dilatation(this Image image) { // default kernel var se = new short[,] { {1, 1, 1}, {1, 1, 1}, {1, 1, 1} }; Dilatation dilatationFilter = new Dilatation(se); return dilatationFilter.Apply(BitmapGrayscale(image)); }
/// <summary> /// Celem metody jest przykadrowanie otrzymanego obrazka, tak aby widok zawierał jedynie kartkę papieru, oraz zwrócenie go do metody UploadFile /// </summary> /// <param name="img"></param> /// <returns></returns> public System.Drawing.Image CropImage(System.Drawing.Image img) { //DocumentSkewChecker skewChecker = new DocumentSkewChecker(); //double angle = skewChecker.GetSkewAngle(image); //RotateBilinear rotationFilter = new RotateBilinear(-angle); //rotationFilter.FillColor = Color.White; //Bitmap rotatedImage = rotationFilter.Apply(image); Bitmap image = new Bitmap(img); UnmanagedImage grayImage = null; if (image.PixelFormat == PixelFormat.Format8bppIndexed) { grayImage = UnmanagedImage.FromManagedImage(image); } else { grayImage = UnmanagedImage.Create(image.Width, image.Height, PixelFormat.Format8bppIndexed); Grayscale.CommonAlgorithms.BT709.Apply(UnmanagedImage.FromManagedImage(image), grayImage); } CannyEdgeDetector edgeDetector = new CannyEdgeDetector(); UnmanagedImage edgesImage = edgeDetector.Apply(grayImage); OtsuThreshold thresholdFilter = new OtsuThreshold(); thresholdFilter.ApplyInPlace(edgesImage); Dilatation DilatationFilter = new Dilatation(); DilatationFilter.Apply(edgesImage); Opening OpeningFilter = new Opening(); OpeningFilter.Apply(edgesImage); BlobCounter blobCounter = new BlobCounter(); blobCounter.MinHeight = 32; blobCounter.MinWidth = 32; blobCounter.FilterBlobs = true; blobCounter.ObjectsOrder = ObjectsOrder.Size; blobCounter.ProcessImage(edgesImage); Blob[] blobs = blobCounter.GetObjectsInformation(); ExtractBiggestBlob BiggestBlob = new ExtractBiggestBlob(); Bitmap biggestBlobsImage = BiggestBlob.Apply(edgesImage.ToManagedImage()); AForge.IntPoint BiggestBlogCorners = BiggestBlob.BlobPosition; Crop cropFilter = new Crop(new Rectangle(BiggestBlogCorners.X, BiggestBlogCorners.Y, biggestBlobsImage.Width, biggestBlobsImage.Height)); Bitmap croppedImage = cropFilter.Apply(image); return croppedImage; }
public void Dilatate() { var se = new short[,] { {1, 1, 1}, {1, 1, 1}, {1, 1, 1} }; Grayscale grayScaler = new Grayscale(0.2125, 0.7154, 0.0721); Dilatation dilatationFilter = new Dilatation(se); _digit = dilatationFilter.Apply(grayScaler.Apply(new Bitmap(_digit))); }
private void cBFilters_SelectedIndexChanged(object sender, EventArgs e) { Bitmap pictureTransform = (Bitmap)pbChoose.Image; if ((string)cBFilters.SelectedItem == "HSL_Filter") { AForge.Imaging.Filters.SaturationCorrection filter = new SaturationCorrection(0.1); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Mediana") { AForge.Imaging.Filters.Median filter = new Median(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } /*if ((string)cBFilters.SelectedItem == "Fourier_Transformation") * { * Complex[] dst = new Complex[n]; * * AForge.Math.FourierTransform filter = AForge.Math.FourierTransform.DFT();// .FromBitmap(pictureTransform); * Bitmap newImage = filter.Apply(); * pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; * pBNew.Image = newImage; * }*/ if ((string)cBFilters.SelectedItem == "Binarization") { pictureTransform = Grayscale.CommonAlgorithms.BT709.Apply(pictureTransform); Threshold threshold = new Threshold(127); threshold.ApplyInPlace(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = pictureTransform; } if ((string)cBFilters.SelectedItem == "Grayscale") { AForge.Imaging.Filters.Grayscale filter = new AForge.Imaging.Filters.Grayscale(0.2125, 0.7154, 0.0721); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "FillHoles") { pictureTransform = Grayscale.CommonAlgorithms.BT709.Apply(pictureTransform); Threshold threshold = new Threshold(127); threshold.ApplyInPlace(pictureTransform); AForge.Imaging.Filters.FillHoles filter = new AForge.Imaging.Filters.FillHoles(); filter.MaxHoleHeight = 5; filter.MaxHoleWidth = 15; filter.CoupledSizeFiltering = false; Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Opening") { AForge.Imaging.Filters.Opening filter = new AForge.Imaging.Filters.Opening(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Closing") { AForge.Imaging.Filters.Closing filter = new AForge.Imaging.Filters.Closing(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Erosion") { AForge.Imaging.Filters.Erosion filter = new AForge.Imaging.Filters.Erosion(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Dilatation") { AForge.Imaging.Filters.Dilatation filter = new AForge.Imaging.Filters.Dilatation(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } if ((string)cBFilters.SelectedItem == "Edges") { AForge.Imaging.Filters.Edges filter = new AForge.Imaging.Filters.Edges(); Bitmap newImage = filter.Apply(pictureTransform); pbChoose.SizeMode = PictureBoxSizeMode.CenterImage; pBNew.Image = newImage; } }
public static Bitmap ApplyDilatation(Bitmap pBitmap) { Dilatation filter = new Dilatation(); return filter.Apply(pBitmap); }