public async Task <Image> Convert()
{
ChangeDitherer();
ChangeQuantizer();
ChangeColorCache();
ChangeColorModel();
// tries to retrieve an image based on HSB quantization
int parallelTaskCount = activeQuantizer.AllowParallel ? GetParallelCount() : 1;
TaskScheduler uiScheduler = TaskScheduler.FromCurrentSynchronizationContext();
int colorCount = GetColorCount();
// disables all the controls and starts running
sourceImage = Image.FromFile(InputFileName);
// quantization process
Task quantization = Task.Factory.StartNew(() =>
targetImage = ImageBuffer.QuantizeImage(sourceImage, activeQuantizer, activeDitherer, colorCount, parallelTaskCount),
TaskCreationOptions.LongRunning);
// finishes after running
await quantization.ContinueWith(task =>
{
// detects error and color count
int originalColorCount = activeQuantizer.GetColorCount();
// retrieves a BMP image based on our HSB-quantized one
GetConvertedImage(targetImage, ImageFormat.Bmp, out int newBmpSize);
}, uiScheduler);
return(targetImage);
}
//============================================================
// <T>存储索引颜色。</T>
//
// @param output 输出流
// @param quantizer 优化器
// @param bitmap 位图对象
//============================================================
protected void StoreIndexedColor(IOutput output, Bitmap bitmap, int colorCount, int cx, int cy)
{
// 优化图形
FPictureQuantizer pictureQuantizer = new FPictureQuantizer(_quantizerCd);
IColorQuantizer colorQuantizer = pictureQuantizer.LoadQuantizerColors(bitmap, FPictureQuantizer.EQuantizedMode.Rgb);
int colorTotal = colorQuantizer.GetColorCount();
// 构造调色板
Color[] palette = colorQuantizer.MakePalette(colorCount).ToArray();
// 输出调色板
int paletteCount = palette.Length;
output.WriteUint8((byte)paletteCount);
foreach (Color color in palette)
{
output.WriteInt32(color.ToArgb() & 0x00FFFFFF);
}
// 输出颜色数组
int width = bitmap.Width;
int height = bitmap.Height;
for (int h = 0; h < height; h++)
{
for (int w = 0; w < width; w++)
{
Color color = bitmap.GetPixel(w, h);
int index = colorQuantizer.FindPaletteIndex(Color.FromArgb(255, color));
output.WriteUint8((byte)index);
output.WriteUint8(color.A);
}
}
_logger.Debug(this, "StoreIndexedColor", "Make indexed color. (position={0}-{1}, color_total={2}, color_count={3})",
cx, cy, colorTotal, paletteCount);
}
private Image GetQuantizedImage(Image image)
{
// checks whether a source image is valid
if (image == null)
{
const String message = "Cannot quantize a null image.";
throw new ArgumentNullException(message);
}
// locks the source image data
Bitmap bitmap = (Bitmap)image;
Rectangle bounds = Rectangle.FromLTRB(0, 0, bitmap.Width, bitmap.Height);
BitmapData sourceData = bitmap.LockBits(bounds, ImageLockMode.ReadOnly, PixelFormat.Format32bppArgb);
// prepares time statistics variables
TimeSpan duration = new TimeSpan(0);
DateTime before;
try
{
// initalizes the pixel read buffer
Int32[] sourceBuffer = new Int32[image.Width];
// sets the offset to the first pixel in the image
Int64 sourceOffset = sourceData.Scan0.ToInt64();
for (Int32 row = 0; row < image.Height; row++)
{
// copies the whole row of pixels to the buffer
Marshal.Copy(new IntPtr(sourceOffset), sourceBuffer, 0, image.Width);
// scans all the colors in the buffer
foreach (Color color in sourceBuffer.Select(argb => Color.FromArgb(argb)))
{
before = DateTime.Now;
activeQuantizer.AddColor(color);
duration += DateTime.Now - before;
}
// increases a source offset by a row
sourceOffset += sourceData.Stride;
}
editTargetInfo.Text = string.Format("Quantized: {0} colors (duration {1})", 256, duration); // TODO
}
catch
{
bitmap.UnlockBits(sourceData);
throw;
}
Bitmap result = new Bitmap(image.Width, image.Height, PixelFormat.Format8bppIndexed);
// calculates the palette
try
{
before = DateTime.Now;
Int32 colorCount = GetColorCount();
List <Color> palette = activeQuantizer.GetPalette(colorCount);
// sets our newly calculated palette to the target image
ColorPalette imagePalette = result.Palette;
duration += DateTime.Now - before;
for (Int32 index = 0; index < palette.Count; index++)
{
imagePalette.Entries[index] = palette[index];
}
result.Palette = imagePalette;
}
catch (Exception)
{
bitmap.UnlockBits(sourceData);
throw;
}
// locks the target image data
BitmapData targetData = result.LockBits(bounds, ImageLockMode.WriteOnly, PixelFormat.Format8bppIndexed);
try
{
// initializes read/write buffers
Byte[] targetBuffer = new Byte[result.Width];
Int32[] sourceBuffer = new Int32[image.Width];
// sets the offsets on the beginning of both source and target image
Int64 sourceOffset = sourceData.Scan0.ToInt64();
Int64 targetOffset = targetData.Scan0.ToInt64();
for (Int32 row = 0; row < image.Height; row++)
{
// reads the pixel row from the source image
Marshal.Copy(new IntPtr(sourceOffset), sourceBuffer, 0, image.Width);
// goes thru all the pixels, reads the color on the source image, and writes calculated palette index on the target
for (Int32 index = 0; index < image.Width; index++)
{
Color color = Color.FromArgb(sourceBuffer[index]);
before = DateTime.Now;
targetBuffer[index] = (Byte)activeQuantizer.GetPaletteIndex(color);
duration += DateTime.Now - before;
}
// writes the pixel row to the target image
Marshal.Copy(targetBuffer, 0, new IntPtr(targetOffset), result.Width);
// increases the offsets (on both images) by a row
sourceOffset += sourceData.Stride;
targetOffset += targetData.Stride;
}
}
finally
{
// releases the locks on both images
bitmap.UnlockBits(sourceData);
result.UnlockBits(targetData);
}
// spits some duration statistics (those actually slow the processing quite a bit, turn them off to make it quicker)
editSourceInfo.Text = string.Format("Original: {0} colors ({1} x {2})", activeQuantizer.GetColorCount(), image.Width, image.Height);
// returns the quantized image
return(result);
}
private void UpdateImages()
{
// only perform if image was already loaded
if (!imageLoaded)
{
return;
}
// prepares quantizer
errorCache.Clear();
// tries to retrieve an image based on HSB quantization
Int32 parallelTaskCount = activeQuantizer.AllowParallel ? Convert.ToInt32(listParallel.Text) : 1;
TaskScheduler uiScheduler = TaskScheduler.FromCurrentSynchronizationContext();
Int32 colorCount = GetColorCount();
// disables all the controls and starts running
sourceImage = Image.FromFile(dialogOpenFile.FileName);
Text = Resources.Running;
SwitchControls(false);
DateTime before = DateTime.Now;
// quantization process
Task quantization = Task.Factory.StartNew(() =>
targetImage = ImageBuffer.QuantizeImage(sourceImage, activeQuantizer, activeDitherer, colorCount, parallelTaskCount),
TaskCreationOptions.LongRunning);
// finishes after running
quantization.ContinueWith(task =>
{
// detects operation duration
TimeSpan duration = DateTime.Now - before;
TimeSpan perPixel = new TimeSpan(duration.Ticks / (sourceImage.Width * sourceImage.Height));
// detects error and color count
Int32 originalColorCount = activeQuantizer.GetColorCount();
String nrmsdString = string.Empty;
// calculates NRMSD error, if requested
if (checkShowError.Checked)
{
Double nrmsd = ImageBuffer.CalculateImageNormalizedMeanError(sourceImage, targetImage, parallelTaskCount);
nrmsdString = string.Format(" (NRMSD = {0:0.#####})", nrmsd);
}
// spits some duration statistics (those actually slow the processing quite a bit, turn them off to make it quicker)
editSourceInfo.Text = string.Format("Original: {0} colors ({1} x {2})", originalColorCount, sourceImage.Width, sourceImage.Height);
editTargetInfo.Text = string.Format("Quantized: {0} colors{1}", colorCount, nrmsdString);
// new GIF and PNG sizes
Int32 newGifSize, newPngSize;
// retrieves a GIF image based on our HSB-quantized one
GetConvertedImage(targetImage, ImageFormat.Gif, out newGifSize);
// retrieves a PNG image based on our HSB-quantized one
GetConvertedImage(targetImage, ImageFormat.Png, out newPngSize);
// spits out the statistics
Text = string.Format("Simple palette quantizer (duration 0:{0:00}.{1:0000000}, per pixel 0.{2:0000000})", duration.Seconds, duration.Ticks, perPixel.Ticks);
editProjectedGifSize.Text = projectedGifSize.ToString();
editProjectedPngSize.Text = sourceFileInfo.Length.ToString();
editNewGifSize.Text = newGifSize.ToString();
editNewPngSize.Text = newPngSize.ToString();
pictureTarget.Image = targetImage;
// enables controls again
SwitchControls(true);
}, uiScheduler);
}
