如何在C＃中对图像应用模糊效果？

Question

如何在不使用库的情况下在C＃中对图像应用模糊效果？

Answer 1

更新了代码（现在要快得多，需要使用UNSAFE关键字）

static void Main(string[] args)
{
    Bitmap bitmap = new Bitmap("C:\\Users\\erik\\test.png");
    bitmap = Blur(bitmap, 10);
    bitmap.Save("C:\\Users\\erik\\test2.png");
}

private static Bitmap Blur(Bitmap image, Int32 blurSize)
{
    return Blur(image, new Rectangle(0, 0, image.Width, image.Height), blurSize);
}

private unsafe static Bitmap Blur(Bitmap image, Rectangle rectangle, Int32 blurSize)
{
    Bitmap blurred = new Bitmap(image.Width, image.Height);

    // make an exact copy of the bitmap provided
    using (Graphics graphics = Graphics.FromImage(blurred))
        graphics.DrawImage(image, new Rectangle(0, 0, image.Width, image.Height),
            new Rectangle(0, 0, image.Width, image.Height), GraphicsUnit.Pixel);

    // Lock the bitmap's bits
    BitmapData blurredData = blurred.LockBits(new Rectangle(0, 0, image.Width, image.Height), ImageLockMode.ReadWrite, blurred.PixelFormat);

    // Get bits per pixel for current PixelFormat
    int bitsPerPixel = Image.GetPixelFormatSize(blurred.PixelFormat);

    // Get pointer to first line
    byte* scan0 = (byte*)blurredData.Scan0.ToPointer();

    // look at every pixel in the blur rectangle
    for (int xx = rectangle.X; xx < rectangle.X + rectangle.Width; xx++)
    {
        for (int yy = rectangle.Y; yy < rectangle.Y + rectangle.Height; yy++)
        {
            int avgR = 0, avgG = 0, avgB = 0;
            int blurPixelCount = 0;

            // average the color of the red, green and blue for each pixel in the
            // blur size while making sure you don't go outside the image bounds
            for (int x = xx; (x < xx + blurSize && x < image.Width); x++)
            {
                for (int y = yy; (y < yy + blurSize && y < image.Height); y++)
                {
                    // Get pointer to RGB
                    byte* data = scan0 + x * blurredData.Stride + y * bitsPerPixel / 8;

                    avgB += data[0]; // Blue
                    avgG += data[1]; // Green
                    avgR += data[2]; // Red

                    blurPixelCount++;
                }
            }

            avgR = avgR / blurPixelCount;
            avgG = avgG / blurPixelCount;
            avgB = avgB / blurPixelCount;

            // now that we know the average for the blur size, set each pixel to that color
            for (int x = xx; x < xx + blurSize && x < image.Width && x < rectangle.Width; x++)
            {
                for (int y = yy; y < yy + blurSize && y < image.Height && y < rectangle.Height; y++)
                {
                    // Get pointer to RGB
                    byte* data = scan0 + x * blurredData.Stride + y * bitsPerPixel / 8;

                    // Change values
                    data[0] = (byte)avgB;
                    data[1] = (byte)avgG;
                    data[2] = (byte)avgR;
                }
            }
        }
    }

    // Unlock the bits
    blurred.UnlockBits(blurredData);

    return blurred;
}

使用模糊值2.356 seconds处理256x256来处理10图片。

原始代码（来自Github - 略有改动）

static void Main(string[] args)
{
    Bitmap bitmap = new Bitmap("C:\\Users\\erik\\test.png");

    bitmap = Blur(bitmap, 10);

    bitmap.Save("C:\\Users\\erik\\test2.png");
}

private static Bitmap Blur(Bitmap image, Int32 blurSize)
{
    return Blur(image, new Rectangle(0, 0, image.Width, image.Height), blurSize);
}

private static Bitmap Blur(Bitmap image, Rectangle rectangle, Int32 blurSize)
{
    Bitmap blurred = new Bitmap(image.Width, image.Height);

    // make an exact copy of the bitmap provided
    using (Graphics graphics = Graphics.FromImage(blurred))
        graphics.DrawImage(image, new Rectangle(0, 0, image.Width, image.Height),
            new Rectangle(0, 0, image.Width, image.Height), GraphicsUnit.Pixel);

    // look at every pixel in the blur rectangle
    for (int xx = rectangle.X; xx < rectangle.X + rectangle.Width; xx++)
    {
        for (int yy = rectangle.Y; yy < rectangle.Y + rectangle.Height; yy++)
        {
            int avgR = 0, avgG = 0, avgB = 0;
            int blurPixelCount = 0;

            // average the color of the red, green and blue for each pixel in the
            // blur size while making sure you don't go outside the image bounds
            for (int x = xx; (x < xx + blurSize && x < image.Width); x++)
            {
                for (int y = yy; (y < yy + blurSize && y < image.Height); y++)
                {
                    Color pixel = blurred.GetPixel(x, y);

                    avgR += pixel.R;
                    avgG += pixel.G;
                    avgB += pixel.B;

                    blurPixelCount++;
                }
            }

            avgR = avgR / blurPixelCount;
            avgG = avgG / blurPixelCount;
            avgB = avgB / blurPixelCount;

            // now that we know the average for the blur size, set each pixel to that color
            for (int x = xx; x < xx + blurSize && x < image.Width && x < rectangle.Width; x++)
                for (int y = yy; y < yy + blurSize && y < image.Height && y < rectangle.Height; y++)
                    blurred.SetPixel(x, y, Color.FromArgb(avgR, avgG, avgB));
        }
    }

    return blurred;
}

使用模糊值7.594 seconds处理256x256来处理10图片。

Orignal Image

模糊图像（模糊等级10）

图片来自：https://www.pexels.com/search/landscape/

Answer 2

如果您使用的是来自Microsoft的XAML check。同时研究this code你的问题可以解决。