private static void ResizeImage(int width, int height, int quality, string options, IMagickImage magickImage)
{
magickImage.Quality = quality;
magickImage.Strip();
if (options.Contains("g")) //grayscale
{
magickImage.Grayscale(PixelIntensityMethod.Average);
}
if (width == magickImage.BaseWidth && height == magickImage.BaseHeight)
{
return;
}
else if (options.Contains("f") || options.Contains("t"))
{
magickImage.Resize(width, height);
}
else
{
var magickGeometry = new MagickGeometry(width, height)
{
IgnoreAspectRatio = false, //保持长宽比
FillArea = true
};
magickImage.Resize(magickGeometry);
magickImage.Crop(magickGeometry, Gravity.Center);
}
}
private void CropImage(IMagickImage image)
{
if (!CropOffset.IsSet)
{
return;
}
int width = image.Width - (CropOffset.Left + CropOffset.Right);
int height = image.Height - (CropOffset.Top + CropOffset.Bottom);
image.Crop(new MagickGeometry(CropOffset.Left, CropOffset.Top, width, height));
}
public IMagickImage Execute(IMagickImage image, ValueItemCollection values)
{
Variables = values;
if (!CropVisible)
{
return(image);
}
var dw = image.Width / 1000.0;
var dh = image.Height / 1000.0;
image.Crop((int)(CropX * dw), (int)(CropY * dh), (int)(CropWidth * dw),
(int)(CropHeight * dh));
image.RePage();
return(image);
}
private static void CropImage(CustomRatio ratio, IMagickImage image)
{
var cropWidth = Math.Abs(ratio.X2 - ratio.X1);
var cropHeight = Math.Abs(ratio.Y2 - ratio.Y1);
if (image.BaseWidth == cropWidth && image.BaseHeight == cropHeight) //requested image is same size
{
return;
}
var cropSize = new MagickGeometry(cropWidth, cropHeight)
{
IgnoreAspectRatio = false, //keep aspect ratio!
FillArea = false,
X = ratio.X1,
Y = ratio.Y1
};
image.Crop(cropSize);
}
private static void ResizeImage(int requestWidth, int requestHeight, int quality, string options, IMagickImage image)
{
image.Quality = quality;
image.Strip();
if (options.Contains("g")) //grayscale
{
image.Grayscale(PixelIntensityMethod.Average);
}
if (image.BaseWidth == requestWidth && image.BaseHeight == requestHeight) //requested image is same size
{
return;
}
if (requestWidth == 0 && requestHeight == 0) //requested image is same size
{
return;
}
if (options.Contains("f") || options.Contains("t")) //scale with aspect of image
{
var size = new MagickGeometry(requestWidth, requestHeight);
image.Resize(size);
}
else if (requestWidth == 0 || requestHeight == 0) //scale with aspect of image
{
var size = new MagickGeometry(requestWidth, requestHeight);
image.Resize(size);
}
else // This will resize the image to a fixed size without maintaining the aspect ratio.
{
var size = new MagickGeometry(requestWidth, requestHeight)
{
IgnoreAspectRatio = false, //keep aspect ratio!
FillArea = true
};
image.Resize(size);
image.Crop(size, Gravity.Center);
}
}
private void AssertComponent(IMagickImage image, ConnectedComponent component, int id, int x, int y, int width, int height, int area, MagickColor color, int centroidX, int centroidY)
{
var delta = 2;
Assert.AreEqual(id, component.Id);
Assert.AreEqual(x, component.X, delta);
Assert.AreEqual(y, component.Y, delta);
Assert.AreEqual(width, component.Width, delta);
Assert.AreEqual(height, component.Height, delta);
Assert.AreEqual(area, component.Area, delta);
ColorAssert.AreEqual(color, component.Color);
Assert.AreEqual(centroidX, component.Centroid.X, delta);
Assert.AreEqual(centroidY, component.Centroid.Y, delta);
using (IMagickImage componentImage = image.Clone())
{
componentImage.Crop(component.ToGeometry(10));
Assert.AreEqual(width + 20, componentImage.Width, delta);
Assert.AreEqual(height + 20, componentImage.Height, delta);
}
}
private static void CropImage(ImageCustomization imageCustomization, IMagickImage magickImage)
{
var cropWidth = Math.Abs(imageCustomization.X2 - imageCustomization.X1);
var cropHeight = Math.Abs(imageCustomization.Y2 - imageCustomization.Y1);
if ((cropWidth <= 0 || cropHeight <= 0) || cropWidth == magickImage.BaseWidth && cropHeight == magickImage.BaseHeight)
{
return;
}
else
{
var magickGeometry = new MagickGeometry(cropWidth, cropHeight)
{
IgnoreAspectRatio = false, //保持长宽比
FillArea = false,
X = imageCustomization.X1,
Y = imageCustomization.Y1
};
magickImage.Crop(magickGeometry);
}
}
private static void Process(string png, string mesh)
{
var rebuildCoord = new List <Point>();
var rebuildMeta = new List <FragmentDataInfo>();
var cropCoord = new List <PointF>();
string[] txtRaw = File.ReadAllLines(mesh);
int nLine = 0;
int widthLow = 0;
int widthHigh = 0;
int heightLow = 0;
int heightHigh = 0;
for (nLine = 0; nLine < txtRaw.Length; nLine++)
{
// Start of coord data
if (txtRaw[nLine][0] == 'v')
{
break;
}
}
while (true)
{
int i = 0;
string[] tmp = txtRaw[nLine + i + 0].Split(' ');
Point rd;
PointF cd;
if (tmp[0][0] == '#')
{
break;
}
rd = new Point(Math.Abs(Convert.ToInt32(Convert.ToDouble(tmp[1]))), Convert.ToInt32(Convert.ToDouble(tmp[2])));
rebuildCoord.Add(rd);
if (widthLow > Convert.ToInt32(Convert.ToDouble(tmp[1])))
{
widthLow = Convert.ToInt32(Convert.ToDouble(tmp[1]));
}
if (widthHigh < rd.X)
{
widthHigh = rd.X;
}
if (heightLow > rd.Y)
{
heightLow = rd.Y;
}
if (heightHigh < rd.Y)
{
heightHigh = rd.Y;
}
tmp = txtRaw[nLine + i + 1].Split(' ');
cd = new PointF(float.Parse(tmp[1]), 1.0f - float.Parse(tmp[2]));
cropCoord.Add(cd);
nLine += 2;
}
for (; nLine < txtRaw.Length; nLine++)
{
// Start of meta data
if (txtRaw[nLine][0] == 'f')
{
break;
}
}
while (true)
{
int i = 0;
string[] tmp = txtRaw[nLine + i + 0].Split(' ', '/');
FragmentDataInfo fdi = new FragmentDataInfo();
if (tmp[0] == String.Empty || nLine > txtRaw.Length)
{
break;
}
fdi.F1 = Math.Abs(Convert.ToInt32(Convert.ToDouble(tmp[1])));
fdi.F2 = Math.Abs(Convert.ToInt32(Convert.ToDouble(tmp[3])));
fdi.F3 = Math.Abs(Convert.ToInt32(Convert.ToDouble(tmp[5])));
rebuildMeta.Add(fdi);
nLine++;
}
MagickImage mi = new MagickImage(png);
int baseWidth = mi.Width;
int baseHeight = mi.Height;
int padding = 1024;
MagickImage ri = new MagickImage(MagickColor.FromRgb(255, 255, 255), 4096, 4096);
ri.Resize(4096, 4096);
ri.Transparent(MagickColors.White);
for (int i = 0; i < rebuildMeta.Count; i++)
{
Point[] rebuildInfo =
{
new Point(rebuildCoord[rebuildMeta[i].F1 - 1].X,
rebuildCoord[rebuildMeta[i].F1 - 1].Y),
new Point(rebuildCoord[rebuildMeta[i].F2 - 1].X,
rebuildCoord[rebuildMeta[i].F2 - 1].Y),
new Point(rebuildCoord[rebuildMeta[i].F3 - 1].X,
rebuildCoord[rebuildMeta[i].F3 - 1].Y)
};
PointF[] cropInfo =
{
new PointF(baseWidth * cropCoord[rebuildMeta[i].F1 - 1].X, baseHeight * cropCoord[rebuildMeta[i].F1 - 1].Y),
new PointF(baseWidth * cropCoord[rebuildMeta[i].F2 - 1].X, baseHeight * cropCoord[rebuildMeta[i].F2 - 1].Y),
new PointF(baseWidth * cropCoord[rebuildMeta[i].F3 - 1].X, baseHeight * cropCoord[rebuildMeta[i].F3 - 1].Y)
};
int cropStartX = (int)Math.Round(Math.Min(Math.Min(cropInfo[0].X, cropInfo[1].X), cropInfo[2].X));
int cropStartY = (int)Math.Round(Math.Min(Math.Min(cropInfo[0].Y, cropInfo[1].Y), cropInfo[2].Y));
int cropEndX = (int)Math.Round(Math.Max(Math.Max(cropInfo[0].X, cropInfo[1].X), cropInfo[2].X));
int cropEndY = (int)Math.Round(Math.Max(Math.Max(cropInfo[0].Y, cropInfo[1].Y), cropInfo[2].Y));
int rebuildStartX = Math.Min(Math.Min(rebuildInfo[0].X, rebuildInfo[1].X), rebuildInfo[2].X);
int rebuildStartY = baseWidth - Math.Min(Math.Min(rebuildInfo[0].Y, rebuildInfo[1].Y), rebuildInfo[2].Y)
- (cropEndY - cropStartY);
IMagickImage clone = mi.Clone();
MagickGeometry mg = new MagickGeometry
{
X = cropStartX,
Y = cropStartY,
Width = cropEndX - cropStartX,
Height = cropEndY - cropStartY
};
clone.Crop(mg, Gravity.Northwest);
ri.Composite(clone, rebuildStartX + padding, rebuildStartY + padding, CompositeOperator.Copy, Channels.All);
Console.Write(((double)i / (double)rebuildMeta.Count * 100.0d).ToString("0.00"));
Console.Write("\r");
}
//ri.Transparent(MagickColor.FromRgb(0, 0, 0));
ri.BackgroundColor = MagickColors.Transparent;
ri.Trim();
ri.Write(Path.GetFileName(png) + "_d.png", MagickFormat.Png32);
mi.Dispose();
ri.Dispose();
Console.Write("100.0");
Console.WriteLine(Environment.NewLine +
"Output: " + Environment.NewLine +
"PNG=" + Path.GetFileName(png) + "_d.png" + Environment.NewLine);
return;
}
private void Crop(IMagickImage image, MagickGeometry area)
{
ShiftGeometry(area);
image.Crop(area.X, area.Y, area.Width, area.Height);
image.RePage();
}
public static void Run([BlobTrigger("inbox/{inputFilename}", Connection = "StorageAccountConnString")] Stream inputStream, string inputFilename,
[Blob("outbox/out-{inputFilename}", FileAccess.Write, Connection = "StorageAccountConnString")] Stream outputStream, ILogger log)
{
log.LogInformation($"STEP: trigger fired for file:{inputFilename}, Size: {inputStream.Length} Bytes");
using (MagickImage image = new MagickImage(inputStream))
{
log.LogInformation($"STEP: Read image {inputFilename} with {image.BaseWidth} x {image.BaseHeight} in {image.Format.ToString()}");
// Step 0 - does nothing in the sample images I used
image.AutoOrient();
// Step 1 - Deskew
image.BackgroundColor = MagickColor.FromRgb(0, 0, 0);
image.Deskew(new Percentage(1)); // documentation suggests "A threshold of 40% works for most images" but 1% seems to work well
IMagickImage rotatedImage = image.Clone();
log.LogInformation($"STEP: Deskewed {inputFilename}");
// Step 2 - Apply threshold to transform in black and white image
image.AutoThreshold(AutoThresholdMethod.OTSU);
log.LogInformation($"STEP: Applied OTSU to {inputFilename}");
// Step 3 - find the regions (blocs) in the image and group them if large enough
IEnumerable <ConnectedComponent> components = null;
ConnectedComponentsSettings ccs = new ConnectedComponentsSettings();
ccs.AreaThreshold = 500 * 500.0; // 500x500 -- seems to be pointless, many more regions are returned
ccs.Connectivity = 8;
components = image.ConnectedComponents(ccs);
// if there are multiple blocs, consolidate them in a larger block
if (components != null && components.Count() > 0)
{
log.LogInformation($"STEP: Looked for regions in {inputFilename}, there are {components.Count()}");
// filter out the smaller rectangles, as the AreaThreshold parameter seems not to be working
List <ConnectedComponent> biggerComponents = components.Where(cc => cc.Height * cc.Width >= 250000 && cc.Height * cc.Width != image.Width * image.Height) /*.OrderByDescending(i => i.Height * i.Width)*/.ToList();
int topLeftX = biggerComponents[0].X, topLeftY = biggerComponents[0].Y, bottomRightX = biggerComponents[0].Width + topLeftX, bottomRightY = biggerComponents[0].Height + topLeftY;
foreach (ConnectedComponent cc in biggerComponents)
{
#region Debug -- draw the regions on the image
//DrawableStrokeColor strokeColor = new DrawableStrokeColor(new MagickColor("yellow"));
//DrawableStrokeWidth stokeWidth = new DrawableStrokeWidth(3);
//DrawableFillColor fillColor = new DrawableFillColor(new MagickColor(50, 50, 50, 128));
//DrawableRectangle dr = new DrawableRectangle(cc.X, cc.Y, cc.X + cc.Width, cc.Y + cc.Height);
//rotatedImage.Draw(dr, strokeColor, stokeWidth, fillColor);
#endregion
if (cc.X < topLeftX)
{
topLeftX = cc.X;
}
if (cc.Y < topLeftY)
{
topLeftY = cc.Y;
}
if (cc.X + cc.Width > bottomRightX)
{
bottomRightX = cc.X + cc.Width;
}
if (cc.Y + cc.Height > bottomRightY)
{
bottomRightY = cc.Y + cc.Height;
}
}
#region Debug -- draw the bounding box on the image
//DrawableStrokeColor strokeColor2 = new DrawableStrokeColor(new MagickColor("purple"));
//DrawableStrokeWidth stokeWidth2 = new DrawableStrokeWidth(3);
//DrawableFillColor fillColor2 = new DrawableFillColor(new MagickColor(50, 50, 50, 128));
//DrawableRectangle dr2 = new DrawableRectangle(topLeftX, topLeftY, bottomRightX, bottomRightY);
//rotatedImage.Draw(dr2, strokeColor2, stokeWidth2, fillColor2);
#endregion
// Step 4 - Crop the image
MagickGeometry mg = new MagickGeometry(topLeftX, topLeftY, bottomRightX - topLeftX, bottomRightY - topLeftY);
rotatedImage.RePage(); // this is needed because otherwise the crop is relative to the page information and sometimes this leads to an incorrect crop
rotatedImage.Crop(mg);
log.LogInformation($"STEP: Cropped {inputFilename} to fit existing large regions");
}
else
{
log.LogInformation($"STEP: Looked for large regions in {inputFilename}, none were found, skipping crop");
}
// Step 5 - Resize the image to 1200px width (todo: move to configuration)
int originalWidth = rotatedImage.BaseWidth;
int originalHeight = rotatedImage.BaseHeight;
rotatedImage.Resize(1200, 0); // make width 1200, height proportional
log.LogInformation($"STEP: Resized {inputFilename} from {originalWidth}x{originalHeight} to {image.BaseWidth}x{image.BaseHeight}");
// Step 6 - write out as Jpeg with 70% quality
rotatedImage.Format = MagickFormat.Jpeg;
rotatedImage.Quality = 70;
rotatedImage.Write(outputStream);
log.LogInformation($"STEP: Wrote out {inputFilename} as JPEG");
}
log.LogInformation($"STEP: Processing of {inputFilename} done");
}
