图像处理------基于像素的图像混合 分类： 视频图像处理 2015-07-24 14:57 43人阅读 评论(0) 收藏

介绍几种常见的将两张图像混合在一起形成一张新的图像的算法，

首先看一下下面算法演示中要使用的两张图像：

为了得到更好的混合效果，我选择了两张一样大小的图片。

方法一：

通过简单对于像素点的像素相乘得到输出像素值，代码演示如下：

private int modeOne(int v1, int v2) {
<span style="white-space:pre">  </span>return (v1 * v2) / 255;
}

方法一的效果如下：

方法二：

通过计算两个像素之和再减去方法一的输出值，代码如下：

private int modeTwo(int v1, int v2) {
    return v1 + v2 - v1 * v2 / 255;
}

方法二的效果如下：

方法三：

通过像素值128这个特殊的中值来求取输出值，代码如下：

private int modeThree(int v1, int v2) {
    return (v2 < 128) ? (2 * v1 * v2 / 255):(255 - 2 * (255 - v1) * (255 - v2) / 255);
}

方法三的效果如下：

方法四：

与方法三不同，中值127.5被用在计算等式中，代码如下：

private int modeFour(double v1, double v2) {
  if ( v1 > 127.5 ){
      return (int)(v2 + (255.0 - v2) * ((v1 - 127.5) / 127.5) * (0.5 - Math.abs(v2-127.5)/255.0));
   }else{
      return (int)(v2 - v2 * ((127.5 -  v1) / 127.5) * (0.5 - Math.abs(v2-127.5)/255.0));
   }
}

方法四的效果如下：

方法五：

中值计算考虑，是方法一的升级版本，使得混合更加精细,代码如下：

private int modeFive(double v1, double v2) {
  if ( v1 > 127.5 ){
      return (int)(v2 + (255.0 - v2) * ((v1 - 127.5) / 127.5));
   }else{
      return (int)(v2 * v1 / 127.5);
   }
}

方法五的效果如下：

滤镜源代码如下：

package com.gloomyfish.filter.study;

import java.awt.image.BufferedImage;
/***
 * i get these blend method from html5 demo then i decide to
 * translate these java script methods into java
 * 偶尔我也会写中文注释, 常见的图像混合方法
 * @author fish
 * @date 2012-11-28
 */
public class ImageBlendFilter extends AbstractBufferedImageOp {
    /** Define the blend mode */
    public final static int MULTIPLY_PIXEL = 1;
    public final static int SCREEN_PIXEL = 2;
    public final static int OVERLAY_PIXEL = 3;
    public final static int SOFTLIGHT_PIXEL = 4;
    public final static int HARDLIGHT_PIXEL = 5;

    private int mode;
    private BufferedImage secondImage;
    public ImageBlendFilter() {
        mode = 1;
    }

    public void setBlendMode(int mode) {
        this.mode = mode;
    }

    public void setSecondImage(BufferedImage image) {
        this.secondImage = image;
    }


    @Override
    public BufferedImage filter(BufferedImage src, BufferedImage dest) {
        checkImages(src);
        int width = src.getWidth();
        int height = src.getHeight();

        if ( dest == null )
            dest = createCompatibleDestImage( src, null );

        int[] input1 = new int[width*height];
        int[] input2 = new int[secondImage.getWidth() * secondImage.getHeight()];
        int[] outPixels = new int[width*height];
        getRGB( src, 0, 0, width, height, input1);
        getRGB( secondImage, 0, 0, secondImage.getWidth(), secondImage.getHeight(), input2);
        int index = 0;
        int ta1 = 0, tr1 = 0, tg1 = 0, tb1 = 0;
        for(int row=0; row<height; row++) {
            for(int col=0; col<width; col++) {
                index = row * width + col;
                ta1 = (input1[index] >> 24) & 0xff;
                tr1 = (input1[index] >> 16) & 0xff;
                tg1 = (input1[index] >> 8) & 0xff;
                tb1 = input1[index] & 0xff;
                int[] rgb = getBlendData(tr1, tg1, tb1, input2, row, col);
                outPixels[index] = (ta1 << 24) | (rgb[0] << 16) | (rgb[1] << 8) | rgb[2];

            }
        }
        setRGB( dest, 0, 0, width, height, outPixels );
        return dest;
    }

    private int[] getBlendData(int tr1, int tg1, int tb1, int[] input,int row, int col) {
        int width = secondImage.getWidth();
        int height = secondImage.getHeight();
        if(col >= width || row >= height) {
            return new int[]{tr1, tg1, tb1};
        }
        int index = row * width + col;
        // int ta = (input[index] >> 24) & 0xff;
        int tr = (input[index] >> 16) & 0xff;
        int tg = (input[index] >> 8) & 0xff;
        int tb = input[index] & 0xff;
        int[] rgb = new int[3];
        if(mode == 1) {
            rgb[0] = modeOne(tr1, tr);
            rgb[1] = modeOne(tg1, tg);
            rgb[2] = modeOne(tb1, tb);
        }
        else if(mode == 2) {
            rgb[0] = modeTwo(tr1, tr);
            rgb[1] = modeTwo(tg1, tg);
            rgb[2] = modeTwo(tb1, tb);
        }
        else if(mode == 3) {
            rgb[0] = modeThree(tr1, tr);
            rgb[1] = modeThree(tg1, tg);
            rgb[2] = modeThree(tb1, tb);
        }
        else if(mode == 4) {
            rgb[0] = modeFour(tr1, tr);
            rgb[1] = modeFour(tg1, tg);
            rgb[2] = modeFour(tb1, tb);
        }
        else if(mode == 5) {
            rgb[0] = modeFive(tr1, tr);
            rgb[1] = modeFive(tg1, tg);
            rgb[2] = modeFive(tb1, tb);
        }
        return rgb;
    }

    private int modeOne(int v1, int v2) {
        return (v1 * v2) / 255;
    }

    private int modeTwo(int v1, int v2) {
        return v1 + v2 - v1 * v2 / 255;
    }

    private int modeThree(int v1, int v2) {
        return (v2 < 128) ? (2 * v1 * v2 / 255):(255 - 2 * (255 - v1) * (255 - v2) / 255);
    }

    private int modeFour(double v1, double v2) {
      if ( v1 > 127.5 ){
          return (int)(v2 + (255.0 - v2) * ((v1 - 127.5) / 127.5) * (0.5 - Math.abs(v2-127.5)/255.0));
       }else{
          return (int)(v2 - v2 * ((127.5 -  v1) / 127.5) * (0.5 - Math.abs(v2-127.5)/255.0));
       }
    }

    private int modeFive(double v1, double v2) {
      if ( v1 > 127.5 ){
          return (int)(v2 + (255.0 - v2) * ((v1 - 127.5) / 127.5));
       }else{
          return (int)(v2 * v1 / 127.5);
       }
    }

    private void checkImages(BufferedImage src) {
        int width = src.getWidth();
        int height = src.getHeight();
        if(secondImage == null || secondImage.getWidth() > width || secondImage.getHeight() > height) {
            throw new IllegalArgumentException("the width, height of the input image must be great than blend image");
        }
    }

}

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