Android调用OCR识别图像中的文字

// CharacterExtractor.java
  // Copyright (c) 2010 William Whitney
  // All rights reserved.
  // This software is released under the BSD license.
  // Please see the accompanying LICENSE.txt for details.
  package srtp.ys.ocrtest;
  import java.util.logging.Level;
  import java.util.logging.Logger;
  import android.graphics.Bitmap;
  import android.graphics.BitmapFactory;
  import android.graphics.Canvas;
  import android.graphics.Color;
  import android.graphics.ColorMatrix;
  import android.graphics.ColorMatrixColorFilter;
  import android.graphics.Paint;
  import android.graphics.Matrix;
  import android.graphics.Bitmap.Config;
  import android.graphics.drawable.BitmapDrawable;
  import android.util.Log;
  import android.widget.ImageView;
  import android.app.*;
  import android.app.Activity;
  import android.os.Bundle;
  import android.view.View;
  /**
  * Saves all the characters in an image to an output directory individually.
  * @author William Whitney
  */
  public class CharacterExtractor extends DocumentScannerListenerAdaptor
  {
      private DocumentScanner documentScanner = new DocumentScanner();
      private int std_width;
      private int std_height;
  ////////////////////////////////////////////////////////////////////
      public void slice(  int std_width, int std_height)
      {
          try
          {
              this.std_width = std_width;
              this.std_height = std_height;
              Bitmap img = BitmapFactory.decodeFile("/sdcard/test.bmp");
              PixelImage pixelImage = new PixelImage(img);
              pixelImage.toGrayScale(true); //OK
              pixelImage.filter(); // OK
              documentScanner.scan(pixelImage, this, 0, 0, pixelImage.width, pixelImage.height);
          }
          catch (Exception ex)
          {
              Logger.getLogger(CharacterExtractor.class.getName()).log(Level.SEVERE, null, ex);
          }
      }
  ////////////////////////////////////////////////////////////////////
      public static Bitmap zoomBitmap(Bitmap bitmap, int w, int h) {
          int width = bitmap.getWidth();
          int height = bitmap.getHeight();
          Matrix matrix = new Matrix();
          float scaleWidth ;
          float scaleHeight;
          //float scaleWidth = ((float) w / width);
        if(height>width)  {
           scaleWidth = ((float) h / height);
           scaleHeight = ((float) h / height);
          }
        else
        {
                  scaleWidth = ((float) w / width);
              scaleHeight = ((float) w / width);
        }
          matrix.postScale(scaleWidth, scaleHeight);
          Bitmap newBmp = Bitmap.createBitmap(bitmap, 0, 0, width, height,
                  matrix, true);
          //加上30*30白色背景
          Bitmap mbmpTest = Bitmap.createBitmap(30,30, Config.RGB_565);
          Canvas canvasTemp = new Canvas(mbmpTest);//给Canvas指定一个bitmap,之后就不是画到屏幕而是画到这个bitmap上
          canvasTemp.drawColor(Color.WHITE);
          Paint mPaint = new Paint();
          mPaint.setColor(Color.WHITE);
          canvasTemp.drawBitmap(newBmp,(((float)(30-newBmp.getWidth()))/2),(((float)(30-newBmp.getHeight()))/2),mPaint);//画到正中间
         return mbmpTest;
      }
      public static Bitmap rgbtoGrayscale(Bitmap bmpOriginal) {
                      int width, height;
                      height = bmpOriginal.getHeight();
                      width = bmpOriginal.getWidth();
                     Bitmap bmpGrayscale = Bitmap.createBitmap(width, height, Bitmap.Config.RGB_565);
                     Canvas c = new Canvas(bmpGrayscale);
                     Paint paint = new Paint();
                      ColorMatrix cm = new ColorMatrix();
                      cm.setSaturation(0);
                     ColorMatrixColorFilter f = new ColorMatrixColorFilter(cm);
                    paint.setColorFilter(f);
                      c.drawBitmap(bmpOriginal, 0, 0, paint);
                      return bmpGrayscale;
                  }
      public void processChar(int x1, int y1, int x2, int y2, int rowY1, int rowY2)
      {
          try
          {
              int areaW = x2 - x1;
              int areaH = y2 - y1;
              //Extract the character
              Bitmap fatherimage =  BitmapFactory.decodeFile("/sdcard/test.bmp");
             // Drawable characterImage=new BitmapDrawable(BitmapFactory.decodeFile("/sdcard/test.jpg"));
              Bitmap bitmapcharacterImage = Bitmap.createBitmap(fatherimage,x1, y1, areaW, areaH);
              Log.v("w","w:"+bitmapcharacterImage.getWidth()+"H:"+bitmapcharacterImage.getHeight());
             Bitmap characterImage=zoomBitmap(bitmapcharacterImage,std_width,std_height);//缩放并添上背景
             // 显示位图
             BitmapDrawable bmpDraw=new BitmapDrawable(rgbtoGrayscale(characterImage));
            mainactivity.iv2.setImageDrawable(bmpDraw);
             // int[] testImgPixels = ImageUtils.getPixels(rgbtoGrayscale(characterImage), characterImage.getWidth( ),        characterImage.getHeight( ));
             // int[][] binerymerticx=ImageUtils.getSymbolMatrix(testImgPixels, 2);
            int[] binerymerticxforcompare = ImageUtils.getbinarymatrix(rgbtoGrayscale(characterImage));
             int countblackpoint=0;
             for(int ii=0;ii<30;ii++)
                     for(int jj=0;jj<30;jj++)
                             if(binerymerticxforcompare[ii*30+jj]==1)
                                     countblackpoint++;
            if(countblackpoint<10)
            {
                    System.out.println();
            }
                    else
            {
              //此处进行比较并输出结果:
              int i;
              int j;
              int maxequal=0;
              int maxindex=0;
              int count=0;
              for(i=0;i<26;i++)
              {
                       count=0;
                      for(j=0;j<900;j++)
                      {
                              if(model.CharacterModel1[j]==binerymerticxforcompare[j])
                          count++;
                      }
              //          System.out.print(count);
              //          System.out.print(" ");
                      if(count>maxequal)
                      {
                              maxequal=count;
                              maxindex=i;
                      }
              }
              int i2;
              int j2;
              int maxequal2=0;
              int maxindex2=0;
              int count2=0;
              for(i2=0;i2<26;i2++)
              {
                       count2=0;
                      for(j2=0;j2<900;j2++)
                      {
                              if(model2.CharacterModel2[i2][j2]==binerymerticxforcompare[j2])
                          count2++;
                      }
              //          System.out.print(count);
              //          System.out.print(" ");
                      if(count2>maxequal2)
                      {
                              maxequal2=count2;
                              maxindex2=i2;
                      }
              }
                      char result;
                      if(maxequal>maxequal2)
                      result=(char)('A'+maxindex);
                    else
                            result=(char)('a'+maxindex2);
                          mainactivity.res+=result;
                          //  System.out.print(result);
                          //   System.out.println();
           }
          }
          catch (Exception ex)
          {
              Logger.getLogger(CharacterExtractor.class.getName()).log(Level.SEVERE, null, ex);
          }
      }
      private static final Logger LOG = Logger.getLogger(CharacterExtractor.class.getName());
  }

 

posted @ 2016-05-30 16:55  魔流剑  阅读(4419)  评论(0编辑  收藏  举报