重新调整图像大小而不会降低质量

Question

我用这个代码调整了两个因素的图像大小.它有效,但调整大小后图像质量非常糟糕!你能帮助我吗？

这是代码

public class ImageTest {

private static final int factor1 = 3;
private static final int factor2 = 4;
public static void main(String [] args){

    JFileChooser cs = new JFileChooser();
    cs.setFileSelectionMode(cs.DIRECTORIES_ONLY);
    int i = cs.showOpenDialog(null);
    if(i==cs.APPROVE_OPTION){
        File f = cs.getSelectedFile();
        File[] ff = f.listFiles();
        for(int j=0;j<ff.length;j++){
            String end = ff[j].getName().substring(ff[j].getName().indexOf(".")+1);
            System.out.println(end);
            try{
                BufferedImage originalImage = ImageIO.read(ff[j]);
                int type = originalImage.getType() == 0? BufferedImage.TYPE_INT_ARGB : originalImage.getType();
                BufferedImage resizeImageJpg = resizeImageWithHint(originalImage, type);
                ImageIO.write(resizeImageJpg, end, new File("pr/"+ff[j].getName()));
            }catch(IOException e){
                e.printStackTrace();
            }
        }
    }


}
private static BufferedImage resizeImageWithHint(BufferedImage originalImage, int type){
    int IMG_WIDTH = (originalImage.getWidth()*factor1)/factor2;
    int IMG_HEIGHT = (originalImage.getHeight()*factor1)/factor2;
    BufferedImage resizedImage = new BufferedImage(IMG_WIDTH, IMG_HEIGHT, type);
    Graphics2D g = resizedImage.createGraphics();
    g.drawImage(originalImage, 0, 0, IMG_WIDTH, IMG_HEIGHT, null);
    g.dispose();    
    g.setComposite(AlphaComposite.Src);

    g.setRenderingHint(RenderingHints.KEY_INTERPOLATION,
            RenderingHints.VALUE_INTERPOLATION_BILINEAR);
    g.setRenderingHint(RenderingHints.KEY_RENDERING,
            RenderingHints.VALUE_RENDER_QUALITY);
    g.setRenderingHint(RenderingHints.KEY_ANTIALIASING,
            RenderingHints.VALUE_ANTIALIAS_ON);

    return resizedImage;
}   
   }

我在网上看到resizeImageWithHint是在范围内完成的,以免损失质量..但确实如此!为什么？你能帮我这个吗？

Answer 1

我在这个主题上读过的最好的文章是Image of Perils of Image.getScaledInstance()(web archive).

简而言之:您需要使用多个调整大小的步骤才能获得良好的图像.文章中的助手方法:

public BufferedImage getScaledInstance(BufferedImage img,
                                       int targetWidth,
                                       int targetHeight,
                                       Object hint,
                                       boolean higherQuality)
{
    int type = (img.getTransparency() == Transparency.OPAQUE) ?
        BufferedImage.TYPE_INT_RGB : BufferedImage.TYPE_INT_ARGB;
    BufferedImage ret = (BufferedImage)img;
    int w, h;
    if (higherQuality) {
        // Use multi-step technique: start with original size, then
        // scale down in multiple passes with drawImage()
        // until the target size is reached
        w = img.getWidth();
        h = img.getHeight();
    } else {
        // Use one-step technique: scale directly from original
        // size to target size with a single drawImage() call
        w = targetWidth;
        h = targetHeight;
    }

    do {
        if (higherQuality && w > targetWidth) {
            w /= 2;
            if (w < targetWidth) {
                w = targetWidth;
            }
        }

        if (higherQuality && h > targetHeight) {
            h /= 2;
            if (h < targetHeight) {
                h = targetHeight;
            }
        }

        BufferedImage tmp = new BufferedImage(w, h, type);
        Graphics2D g2 = tmp.createGraphics();
        g2.setRenderingHint(RenderingHints.KEY_INTERPOLATION, hint);
        g2.drawImage(ret, 0, 0, w, h, null);
        g2.dispose();

        ret = tmp;
    } while (w != targetWidth || h != targetHeight);

    return ret;
}

Answer 2

以下代码生成了最高质量的调整大小,并保留了宽高比.尝试了一些事情并阅读了其他答案中的几个条目.失去了两天,最后我用普通的Java方法得到了最好的结果(同时尝试了ImageMagick和java-image-scaling库):

public static boolean resizeUsingJavaAlgo(String source, File dest, int width, int height) throws IOException {
  BufferedImage sourceImage = ImageIO.read(new FileInputStream(source));
  double ratio = (double) sourceImage.getWidth()/sourceImage.getHeight();
  if (width < 1) {
    width = (int) (height * ratio + 0.4);
  } else if (height < 1) {
    height = (int) (width /ratio + 0.4);
  }

  Image scaled = sourceImage.getScaledInstance(width, height, Image.SCALE_AREA_AVERAGING);
  BufferedImage bufferedScaled = new BufferedImage(scaled.getWidth(null), scaled.getHeight(null), BufferedImage.TYPE_INT_RGB);
  Graphics2D g2d = bufferedScaled.createGraphics();
  g2d.setRenderingHint(RenderingHints.KEY_INTERPOLATION, RenderingHints.VALUE_INTERPOLATION_BICUBIC);
  g2d.drawImage(scaled, 0, 0, width, height, null);
  dest.createNewFile();
  writeJpeg(bufferedScaled, dest.getCanonicalPath(), 1.0f);
  return true;
}


/**
* Write a JPEG file setting the compression quality.
*
* @param image a BufferedImage to be saved
* @param destFile destination file (absolute or relative path)
* @param quality a float between 0 and 1, where 1 means uncompressed.
* @throws IOException in case of problems writing the file
*/
private static void writeJpeg(BufferedImage image, String destFile, float quality)
      throws IOException {
  ImageWriter writer = null;
  FileImageOutputStream output = null;
  try {
    writer = ImageIO.getImageWritersByFormatName("jpeg").next();
    ImageWriteParam param = writer.getDefaultWriteParam();
    param.setCompressionMode(ImageWriteParam.MODE_EXPLICIT);
    param.setCompressionQuality(quality);
    output = new FileImageOutputStream(new File(destFile));
    writer.setOutput(output);
    IIOImage iioImage = new IIOImage(image, null, null);
    writer.write(null, iioImage, param);
  } catch (IOException ex) {
    throw ex;
  } finally {
    if (writer != null) {
      writer.dispose();
    }
    if (output != null) {
      output.close();
    }
  }
}

Answer 3

知道问题已经过时了......我尝试了不同的解决方案,然后上网,我得到了最好的结果getScaledInstance(),提供Image.SCALE_SMOOTH作为参数.事实上,最终的图像质量确实更好.我的代码如下:

final int THUMB_SIDE = 140;
try {
    BufferedImage masterImage = ImageIO.read(startingImage);
    BufferedImage thumbImage = new BufferedImage(THUMB_SIDE, THUMB_SIDE, BufferedImage.TYPE_INT_ARGB);
    Graphics2D g2d = thumbImage.createGraphics();
    g2d.drawImage(masterImage.getScaledInstance(THUMB_SIDE, THUMB_SIDE, Image.SCALE_SMOOTH), 0, 0, THUMB_SIDE, THUMB_SIDE, null);
    g2d.dispose();
    String thumb_path = path.substring(0, path.indexOf(".png")) + "_thumb.png";
    ImageIO.write(thumbImage, "png", new File(thumb_path));
} catch (IOException e) {
    e.printStackTrace();
}