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Java图片比对
import javax.imageio.ImageIO;import java.awt.*;import java.awt.image.BufferedImage;import java.io.File;import java.io.IOException;import java.text.DecimalFormat;public class ImageDiff { //不同的像素标记为红色 public static final int RGB_RED = 16711680; //允许的Red,Green,Blue单个维度的像素差值 public static final int DIFF_ALLOW_RANGE = 5; //不同像素点统计值 public static int diffPointCount = 0; //从rgb值中抽取red public static int getRed(int rgbValue){ return rgbValue & 0xff0000 >> 16; } //从rgb值中抽取green public static int getGreen(int rgbValue){ return rgbValue & 0xff00 >> 8; } //从rgb值中抽取blue public static int getBlue(int rgbValue){ return rgbValue & 0xff; } /** * 比较两图片,并用红色标出不同的像素点,然后保存差异图片到本地,打印匹配率 * @param srcImgPath * @param targetImgPath */ public static void compareImages(String srcImgPath,String targetImgPath){ try { BufferedImage srcImg = ImageIO.read(new File(srcImgPath)); BufferedImage targetImg = ImageIO.read(new File(targetImgPath)); diffPointCount = 0; BufferedImage diffImg = srcImg; int srcHeight = srcImg.getHeight(); int srcWidth = srcImg.getWidth(); //修改待比较图片的尺寸以适应源图片的尺寸 targetImg = changeImageSize(targetImg,srcHeight,srcWidth); int srcRgb; int targetRgb; for(int h = 0;h<srcHeight;h++){ for(int w=0;w<srcWidth;w++){ srcRgb = srcImg.getRGB(w,h); targetRgb = targetImg.getRGB(w,h); if( Math.abs(getRed(srcRgb) - getRed(targetRgb))>DIFF_ALLOW_RANGE || Math.abs(getGreen(srcRgb) - getGreen(targetRgb))>DIFF_ALLOW_RANGE|| Math.abs(getBlue(srcRgb) - getBlue(targetRgb))>DIFF_ALLOW_RANGE){ diffImg.setRGB(w,h, RGB_RED); diffPointCount++; } } } //保存差异图片 ImageIO.write(diffImg,"jpg",new File("diffImg.jpg")); System.out.println("保存差异图片成功!"); //计算相似度(保留小数点后四位) int totalPixel = srcHeight*srcWidth; DecimalFormat decimalFormat = new DecimalFormat("#.####"); double matchRate = (totalPixel-diffPointCount)/(totalPixel*1.0); System.out.println("图片相似度为: "+decimalFormat.format(matchRate)+"%"); }catch (Exception ex){ ex.printStackTrace(); } } /** * 修改BufferedImage中的图片尺寸,以便和源图片进行比较 * @param image * @param newHeight * @param newWidth * @return */ public static BufferedImage changeImageSize(BufferedImage image,int newHeight,int newWidth){ Image img = image.getScaledInstance(newWidth,newHeight,Image.SCALE_SMOOTH); int width = img.getWidth(null); int height = img.getHeight(null); //获取新图片的BufferedImage实例 BufferedImage newBufferedImage = new BufferedImage(width, height, BufferedImage.TYPE_INT_ARGB); Graphics g = newBufferedImage.getGraphics(); g.drawImage(img, 0, 0, null); g.dispose(); return newBufferedImage; } public static void main(String[] args){ compareImages("1.jpg","2.jpg"); }}
Java图片比对
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