private IMagickImage ExecuteMethod1(IMagickImage first, IMagickImage second)
{
using (var first_0 = first.Clone())
{
first_0.Composite(second, CompositeOperator.Multiply);
first_0.Modulate(Brightness, Saturation, (Percentage)100);
using (var third = first.Clone())
{
third.ColorSpace = ColorSpace.Gray;
using (var fourth = third.Clone())
{
fourth.Negate();
fourth.Blur(0, _edgeWidth);
var result = third.Clone();
result.Composite(fourth, CompositeOperator.ColorDodge);
result.Evaluate(Channels.All, EvaluateOperator.Pow, EdgeAmount);
result.Threshold(_edgeThreshold);
result.Statistic(StatisticType.Median, 3, 3);
result.Composite(first_0, CompositeOperator.Multiply);
return(result);
}
}
}
}
public IMagickImage Cut(IWebDriver driver, IMagickImage magickImage)
{
var elementCoordinates = driver.GetElementCoordinates(_elementByToCut);
if (!driver.IsElementPartialInViewPort(elementCoordinates.y, elementCoordinates.bottom))
{
return(magickImage);
}
var width = magickImage.Width;
var height = magickImage.Height;
using (var collection = new MagickImageCollection())
{
var heightT = 0 + elementCoordinates.y;
if (heightT < 0 && height < elementCoordinates.bottom)
{
return(null);
}
if (heightT < 0)
{
heightT = elementCoordinates.bottom;
}
var firstRectangle = new Rectangle(0, 0, width, heightT);
var secondRectangle = new Rectangle(0, elementCoordinates.y + elementCoordinates.height, width,
magickImage.Height - elementCoordinates.y - elementCoordinates.height);
var firstPart = elementCoordinates.y <= 0
? null
: magickImage.Clone(new MagickGeometry(firstRectangle));
var secondPart = elementCoordinates.bottom > height
? null
: magickImage.Clone(new MagickGeometry(secondRectangle));
if (firstPart != null)
{
collection.Add(firstPart);
}
if (secondPart != null)
{
collection.Add(secondPart);
}
if (secondPart == null)
{
}
var overAllImage = collection.Count == 0 ? null : collection.AppendVertically();
return(overAllImage == null ? null : new MagickImage(overAllImage));
}
var rectangle = new Rectangle(0, elementCoordinates.height, width, height - elementCoordinates.height);
return(magickImage.Clone(new MagickGeometry(rectangle)));
}
private static void CompareAgainstFeature(
ref double[] deltas,
ref double[] benchmarks,
DateTime now,
IMagickImage fileImageComposed,
CWatcher cWatcher,
CWatchImage cWatchImage)
{
if (!cWatchImage.IsPaused(now))
{
var benchmark = TimeStamp.Now;
using (var fileImageCompare = fileImageComposed.Clone())
using (var deltaImage = cWatchImage.MagickImage.Clone())
{
if (cWatchImage.HasAlpha)
{
fileImageCompare.Composite(cWatchImage.AlphaChannel, CompositeOperator.Over);
}
SetDelta(ref deltas, fileImageCompare, deltaImage, cWatcher, cWatchImage);
SetBenchmark(ref benchmarks, benchmark, cWatchImage);
}
}
else
{
deltas[cWatchImage.Index] = double.NaN;
benchmarks[cWatchImage.Index] = 0;
}
}
/// <summary>
/// Processses a scanned document of text to clean the text background and enhance the text.
/// </summary>
/// <param name="input">The image to execute the script on.</param>
/// <returns>The resulting image.</returns>
public IMagickImage Execute(IMagickImage input)
{
if (input == null)
{
throw new ArgumentNullException("input");
}
CheckSettings();
var output = input.Clone();
RotateImage(output);
CropImage(output);
ConvertToGrayscale(output);
EnhanceImage(output);
RemoveNoise(output);
UnrotateImage(output);
SharpenImage(output);
SaturateImage(output);
AdaptiveBlurImage(output);
TrimImage(output);
PadImage(output);
return(output);
}
private static IMagickImage CreateRolled(IMagickImage image, int thickness)
{
IMagickImage rolled = image.Clone();
rolled.Roll(thickness, 0);
return(rolled);
}
private void ApplyWhiteBalance(IMagickImage image)
{
using (var mask = image.Clone())
{
mask.ColorSpace = ColorSpace.HSB;
mask.Negate(Channels.Green);
using (var newMask = mask.Separate(Channels.Green).First())
{
using (var maskBlue = mask.Separate(Channels.Blue).First())
{
newMask.Composite(maskBlue, CompositeOperator.Multiply);
}
newMask.ContrastStretch((Percentage)0, WhiteBalance);
newMask.InverseOpaque(new MagickColor("white"), new MagickColor("black"));
double maskMean = GetMean(newMask);
double redRatio = GetRatio(image, Channels.Red, newMask, maskMean);
double greenRatio = GetRatio(image, Channels.Green, newMask, maskMean);
double blueRatio = GetRatio(image, Channels.Blue, newMask, maskMean);
var matrix = new MagickColorMatrix(3, redRatio, 0, 0, 0, greenRatio, 0, 0, 0, blueRatio);
image.ColorMatrix(matrix);
}
}
}
private static IMagickImage ExtractAlpha(IMagickImage image, MagickColor color)
{
var alpha = image.Clone();
alpha.InverseTransparent(color);
alpha.Alpha(AlphaOption.Extract);
return(alpha);
}
private static IMagickImage SelectiveBlur(IMagickImage image)
{
IMagickImage result = image.Clone();
result.SelectiveBlur(0, 5, new Percentage(10));
return(result);
}
/// <summary>
/// Transforms an image to place it in a region of a tshirt image. The transformed image will
/// display hightlights from the tshirt image and be distorted to match the wrinkles in the
/// tshirt image.
/// </summary>
/// <param name="tshirt">The image of the shirt to put the overlay on.</param>
/// <param name="overlay">The overlay to put on top of the shirt.</param>
/// <returns>The resulting image.</returns>
public IMagickImage Execute(IMagickImage tshirt, IMagickImage overlay)
{
if (tshirt == null)
{
throw new ArgumentNullException("tshirt");
}
if (overlay == null)
{
throw new ArgumentNullException("overlay");
}
CheckSettings(tshirt);
var x = _coords[1].X - _coords[0].X;
var y = _coords[1].Y - _coords[0].Y;
var topWidth = Math.Sqrt((x * x) + (y * y));
var scale = (overlay.Width - 1) / (topWidth / 1);
var overlayCoordinates = CreateOverlayCoordinates(overlay, scale);
var tshirtCoordinates = CreateTshirtCoordinates(overlay, scale, topWidth);
var alpha = ExtractAlpha(tshirt);
var gray = ToGrayScale(tshirt);
var mean = SubtractMean(gray, tshirtCoordinates);
ApplyLighting(mean);
var light = mean.Clone();
mean.Dispose();
var blur = gray.Clone();
ApplyBlur(blur);
var distorted = DistortOverlay(gray, overlay, overlayCoordinates, tshirtCoordinates);
var displaced = DisplaceOverlay(distorted, light, blur);
distorted.Dispose();
light.Dispose();
blur.Dispose();
var output = tshirt.Clone();
output.Composite(displaced, CompositeOperator.Over);
displaced.Dispose();
if (alpha != null)
{
output.Alpha(AlphaOption.Off);
output.Composite(alpha, CompositeOperator.CopyAlpha);
alpha.Dispose();
}
return(output);
}
private static IMagickImage ToGrayScale(IMagickImage image)
{
var gray = image.Clone();
gray.Alpha(AlphaOption.Off);
gray.ColorSpace = ColorSpace.Gray;
return(gray);
}
public AImage Crop(int x, int y, int width, int height)
{
var rect = new MagickGeometry(x, y, width, height);
rect.IgnoreAspectRatio = true;
var ai = _current.Clone();
ai.Crop(rect);
return(new AImage(ai));
}
private ushort[] GetGrayChannel(IMagickImage image)
{
using (var images = new MagickImageCollection())
{
images.Add(image.Clone());
images.Add(image.Clone());
images.Add(image.Clone());
using (var depolar = images.AppendHorizontally())
{
if (Smooth != 0.0)
{
depolar.Blur(0, Smooth);
}
if (Sharpen != 0.0)
{
depolar.Sharpen(0, Sharpen);
}
if (_method == UnperspectiveMethod.Derivative)
{
depolar.VirtualPixelMethod = VirtualPixelMethod.Tile;
depolar.SetArtifact("convolve:scale", "50%!");
depolar.SetArtifact("convolve:bias", "50%");
depolar.Morphology(MorphologyMethod.Convolve, "3x1: -1,0,1");
depolar.AutoLevel();
depolar.SetArtifact("convolve:bias", "0");
depolar.Morphology(MorphologyMethod.Convolve, "3x1: 1,0,-1");
depolar.AutoLevel();
depolar.Crop(image.Width, 1, Gravity.Center);
}
depolar.Depth = 16;
using (var pixels = depolar.GetPixels())
{
return(pixels.ToShortArray(0, 0, depolar.Width, 1, "R"));
}
}
}
}
private static IMagickImage CreateCroppedPattern(IMagickImage image, IMagickImage pattern, double angle)
{
var croppedPattern = pattern.Clone();
croppedPattern.Rotate(angle);
croppedPattern.RePage();
croppedPattern.Crop(image.Width, image.Height, Gravity.Center);
croppedPattern.RePage();
return(croppedPattern);
}
// May need to update to support multiple channels.
private static IMagickImage GetComposedImage(IMagickImage input, int channelIndex)
{
IMagickImage mi = input.Clone();
if (channelIndex > -1)
{
mi = mi.Separate().ToArray()[channelIndex];
}
return(mi);
}
/// <summary>
/// Performs a circular crop on an image.
/// </summary>
/// <param name="image">The image to crop.</param>
internal static void CircularCrop(IMagickImage image)
{
using var copy = image.Clone();
copy.Distort(DistortMethod.DePolar, 0);
copy.VirtualPixelMethod = VirtualPixelMethod.HorizontalTile;
copy.BackgroundColor = MagickColors.None;
copy.Distort(DistortMethod.Polar, 0);
image.Composite(copy, CompositeOperator.CopyAlpha);
}
private static IMagickImage CreateDepolar(IMagickImage image, double maxRad)
{
var depolar = image.Clone();
depolar.VirtualPixelMethod = VirtualPixelMethod.Black;
depolar.Distort(DistortMethod.DePolar, maxRad);
depolar.Scale(new MagickGeometry(depolar.Width + "x" + 1 + "!"));
depolar.VirtualPixelMethod = VirtualPixelMethod.Undefined;
return(depolar);
}
private IMagickImage DisplaceOverlay(IMagickImage overlay, IMagickImage light, IMagickImage blur)
{
var mergedAlpha = overlay.Clone();
mergedAlpha.Alpha(AlphaOption.Extract);
var output = overlay.Clone();
output.Composite(light, CompositeOperator.HardLight);
output.Alpha(AlphaOption.Off);
output.Composite(mergedAlpha, CompositeOperator.CopyAlpha);
mergedAlpha.Dispose();
var args = string.Format(CultureInfo.InvariantCulture, "{0},{0}", -Displace);
output.Composite(blur, 0, 0, CompositeOperator.Displace, args);
return(output);
}
private IMagickImage ExecuteMethod4(IMagickImage first, IMagickImage second)
{
var result = first.Clone();
result.Composite(second, CompositeOperator.Multiply);
result.Modulate(Brightness, Saturation, (Percentage)100);
using (var third = first.Clone())
{
third.ColorSpace = ColorSpace.Gray;
third.SetArtifact("convolve:scale", "!");
third.Morphology(MorphologyMethod.Edge, "diamond:1");
third.Negate();
third.Evaluate(Channels.All, EvaluateOperator.Pow, EdgeAmount);
third.WhiteThreshold(_edgeThreshold);
result.Composite(third, CompositeOperator.Multiply);
return(result);
}
}
private static Bitmap ToBitmap <TQuantumType>(this IMagickImage <TQuantumType> self, bool useDensity)
where TQuantumType : struct
{
Throw.IfNull(nameof(self), self);
IMagickImage <TQuantumType> image = self;
var format = PixelFormat.Format24bppRgb;
try
{
if (!IssRGBCompatibleColorspace(image.ColorSpace))
{
image = self.Clone();
image.ColorSpace = ColorSpace.sRGB;
}
if (image.HasAlpha)
{
format = PixelFormat.Format32bppArgb;
}
using (var pixels = image.GetPixelsUnsafe())
{
var mapping = GetMapping(format);
var bitmap = new Bitmap(image.Width, image.Height, format);
for (int y = 0; y < image.Height; y++)
{
var row = new Rectangle(0, y, image.Width, 1);
var data = bitmap.LockBits(row, ImageLockMode.WriteOnly, format);
var destination = data.Scan0;
var bytes = pixels.ToByteArray(0, y, image.Width, 1, mapping);
if (bytes != null)
{
Marshal.Copy(bytes, 0, destination, bytes.Length);
}
bitmap.UnlockBits(data);
}
SetBitmapDensity(self, bitmap, useDensity);
return(bitmap);
}
}
finally
{
if (!ReferenceEquals(self, image))
{
image.Dispose();
}
}
}
private static async Task <byte[]> CreateFacePreview(DetectedFace detectedFace, IMagickImage <byte> image, double photoScale)
{
await using (var stream = new MemoryStream())
{
var faceImage = image.Clone();
faceImage.Crop(GetMagickGeometry(detectedFace, photoScale));
await faceImage.WriteAsync(stream);
return(stream.ToArray());
}
}
private static Bitmap ToBitmap <TQuantumType>(this IMagickImage <TQuantumType> self, bool useDensity)
where TQuantumType : struct
{
Throw.IfNull(nameof(self), self);
IMagickImage <TQuantumType> image = self;
var isGray = image.ChannelCount == 1 && image.ColorSpace == ColorSpace.Gray;
var format = isGray ? PixelFormat.Format8bppIndexed : PixelFormat.Format24bppRgb;
try
{
if (!isGray)
{
if (image.ColorSpace != ColorSpace.sRGB)
{
image = self.Clone();
image.ColorSpace = ColorSpace.sRGB;
}
if (image.HasAlpha)
{
format = PixelFormat.Format32bppArgb;
}
}
using (var pixels = image.GetPixelsUnsafe())
{
var bitmap = new Bitmap(image.Width, image.Height, format);
if (typeof(TQuantumType) == typeof(byte) && isGray)
{
CopyGrayPixels(image, pixels, format, bitmap);
}
else
{
CopyPixels(image, pixels, format, bitmap);
}
SetBitmapDensity(self, bitmap, useDensity);
return(bitmap);
}
}
finally
{
if (!ReferenceEquals(self, image))
{
image.Dispose();
}
}
}
/// <summary>
/// Applies a Dragan-like effect to an image to enhance wrinkles creating a "gritty" effect.
/// </summary>
/// <param name="input">The image to execute the script on.</param>
/// <returns>The resulting image.</returns>
public IMagickImage Execute(IMagickImage input)
{
if (input == null)
{
throw new ArgumentNullException("input");
}
CheckSettings();
using (var first = input.Clone())
{
ApplyBrightness(first);
ApplyContrast(first);
ApplySaturation(first);
using (var second = first.Clone())
{
second.Modulate((Percentage)100, (Percentage)0, (Percentage)100);
double darkness = 3 / Darkness;
if (darkness != 1)
{
second.Evaluate(Channels.All, EvaluateOperator.Multiply, darkness);
second.Clamp();
}
first.Composite(second, CompositeOperator.Multiply);
first.Clamp();
}
var output = first.Clone();
using (var third = first.Clone())
{
third.SetArtifact("convolve:bias", "50%");
third.SetArtifact("convolve:scale", "1");
third.Morphology(MorphologyMethod.Convolve, Kernel.DoG, "0,0,5");
third.Clamp();
output.Composite(third, CompositeOperator.Overlay);
using (var fourth = first.Clone())
{
fourth.Modulate((Percentage)100, (Percentage)0, (Percentage)100);
output.Composite(fourth, CompositeOperator.HardLight);
return(output);
}
}
}
}
private static IMagickImage SubtractMean(IMagickImage image, PointD[] coords)
{
using (var img = image.Clone())
{
int minX = (int)Math.Min(Math.Min(coords[0].X, coords[1].X), Math.Min(coords[2].X, coords[3].X));
int minY = (int)Math.Min(Math.Min(coords[0].Y, coords[1].Y), Math.Min(coords[2].Y, coords[3].Y));
int maxX = (int)Math.Max(Math.Max(coords[0].X, coords[1].X), Math.Max(coords[2].X, coords[3].X));
int maxY = (int)Math.Max(Math.Max(coords[0].Y, coords[1].Y), Math.Max(coords[2].Y, coords[3].Y));
int width = maxX - minX + 1;
int height = maxY - minY + 1;
img.Crop(minX, minY, width, height);
img.RePage();
var statistics = img.Statistics();
double mean = (statistics.Composite().Mean / Quantum.Max) - 0.5;
var result = image.Clone();
result.Evaluate(Channels.All, EvaluateOperator.Subtract, mean * Quantum.Max);
return(result);
}
}
private static BitmapSource ToBitmapSource <TQuantumType>(this IMagickImage <TQuantumType> self, bool useDensity)
where TQuantumType : struct
{
Throw.IfNull(nameof(self), self);
IMagickImage <TQuantumType> image = self;
var mapping = "RGB";
var format = MediaPixelFormats.Rgb24;
try
{
if (self.ColorSpace == ColorSpace.CMYK && !image.HasAlpha)
{
mapping = "CMYK";
format = MediaPixelFormats.Cmyk32;
}
else
{
if (image.ColorSpace != ColorSpace.sRGB)
{
image = self.Clone();
image.ColorSpace = ColorSpace.sRGB;
}
if (image.HasAlpha)
{
mapping = "BGRA";
format = MediaPixelFormats.Bgra32;
}
}
var step = format.BitsPerPixel / 8;
var stride = image.Width * step;
using (var pixels = image.GetPixelsUnsafe())
{
var bytes = pixels.ToByteArray(mapping);
var dpi = image.GetDefaultDensity(useDensity ? DensityUnit.PixelsPerInch : DensityUnit.Undefined);
return(BitmapSource.Create(image.Width, image.Height, dpi.X, dpi.Y, format, null, bytes, stride));
}
}
finally
{
if (!ReferenceEquals(self, image))
{
image.Dispose();
}
}
}
static public IMagickColor <byte> GetDominantColor(this IMagickImage <byte> image)
{
using var img = image.Clone();
img.InterpolativeResize(32, 32, PixelInterpolateMethod.Average);
img.Quantize(new QuantizeSettings()
{
Colors = 8
});
var histogram = img.Histogram();
var dominantColor = histogram.Aggregate((x, y) => x.Value > y.Value ? x : y).Key;
return(dominantColor);
}
/// <summary>
/// Applies an embroidery effect to each color in an image. The image must have limited number
/// of colors or only the top most frequent colors will be used. Each color will get the same
/// pattern, but at different rotation angles.
/// </summary>
/// <param name="input">The image to execute the script on.</param>
/// <returns>The resulting image.</returns>
public IMagickImage Execute(IMagickImage input)
{
if (input == null)
{
throw new ArgumentNullException("input");
}
CheckSettings();
using (var image = input.Clone())
{
var colors = image.Histogram().OrderByDescending(kv => kv.Value).Select(kv => kv.Key).Take(NumberOfColors).ToArray();
RemapColors(image, colors);
using (var texture = CreateTexture())
{
var pattern = CreatePattern(image.Width * 2, image.Height * 2, texture);
using (IMagickImage nearBlackWhite = ToNearBlackWhite(image))
{
using (var images = new MagickImageCollection())
{
double angle = (Pattern == EmbroideryPattern.Linear ? -45 : -90) + Angle;
foreach (var color in colors)
{
bool useBevel = Bevel != 0 && color != colors.First();
using (var croppedPattern = CreateCroppedPattern(image, pattern, angle))
{
using (var alpha = ExtractAlpha(image, color))
{
var colorImage = CreateColor(alpha, croppedPattern, nearBlackWhite, useBevel);
images.Add(colorImage);
}
}
angle += Range / (double)colors.Length;
}
var result = images.Flatten();
result.Crop(input.Width, input.Height, Gravity.Center);
return(result);
}
}
}
}
}
private IMagickImage CropOverlay(IMagickImage image, PointD[] coords)
{
var result = image.Clone();
if (Fit == TshirtFit.Crop)
{
int height = (int)coords[2].Y + 1;
if (image.Height > height)
{
result.Crop(image.Width, height, Gravity);
}
}
return(result);
}
public void CastShadow(IMagickImage caster, int offsetX, int offsetY, double size, Percentage alpha, MagickColor color, bool extendCasterWithBorder = true)
{
using (IMagickImage shadow = caster.Clone())
{
shadow.Shadow(offsetX, offsetY, size, alpha, color);
if (extendCasterWithBorder)
{
caster.BorderColor = MagickColors.Transparent;
caster.Border((int)size);
}
caster.Composite(shadow, 0, 0, CompositeOperator.DstOver);
}
}
private IMagickImage ExtractAlpha(IMagickImage image)
{
if (!image.HasAlpha)
{
return(null);
}
var alpha = image.Clone();
alpha.Alpha(AlphaOption.Extract);
alpha.Blur(0, AntiAlias);
alpha.Level((Percentage)50, (Percentage)100);
return(alpha);
}
private IMagickImage ToNearBlackWhite(IMagickImage image)
{
IMagickImage result = image.Clone();
if (GrayLimit == 0 && ColorFuzz == (Percentage)0)
{
return(result);
}
result.ColorFuzz = ColorFuzz;
result.Opaque(MagickColors.White, new MagickColor("gray(" + (100 - GrayLimit) + "%)"));
result.Opaque(MagickColors.Black, new MagickColor("gray(" + GrayLimit + "%)"));
result.ColorFuzz = (Percentage)0;
return(result);
}