使用java语言,通过tesseract-ocr对图片进行识别。
1.tesseract-ocr
下载windows版本并安装。
2.程序如下:
a.imageiohelper类
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package ocr;
import java.awt.image.bufferedimage; import java.io.file; import java.io.ioexception; import java.util.iterator; import java.util.locale;
import javax.imageio.iioimage; import javax.imageio.imageio; import javax.imageio.imagereader; import javax.imageio.imagewriteparam; import javax.imageio.imagewriter; import javax.imageio.metadata.iiometadata; import javax.imageio.stream.imageinputstream; import javax.imageio.stream.imageoutputstream;
import com.sun.media.imageio.plugins.tiff.tiffimagewriteparam;
public class imageiohelper { /** * 图片文件转换为tif格式 * @param imagefile 文件路径 * @param imageformat 文件扩展名 * @return */ public static file createimage(file imagefile, string imageformat) { file tempfile = null ; try { iterator<imagereader> readers = imageio.getimagereadersbyformatname(imageformat); imagereader reader = readers.next();
imageinputstream iis = imageio.createimageinputstream(imagefile); reader.setinput(iis); //read the stream metadata iiometadata streammetadata = reader.getstreammetadata();
//set up the writeparam tiffimagewriteparam tiffwriteparam = new tiffimagewriteparam(locale.chinese); tiffwriteparam.setcompressionmode(imagewriteparam.mode_disabled);
//get tif writer and set output to file iterator<imagewriter> writers = imageio.getimagewritersbyformatname( "tiff" ); imagewriter writer = writers.next();
bufferedimage bi = reader.read( 0 ); iioimage image = new iioimage(bi, null ,reader.getimagemetadata( 0 )); tempfile = tempimagefile(imagefile); imageoutputstream ios = imageio.createimageoutputstream(tempfile); writer.setoutput(ios); writer.write(streammetadata, image, tiffwriteparam); ios.close();
writer.dispose(); reader.dispose();
} catch (ioexception e) { e.printstacktrace(); } return tempfile; }
private static file tempimagefile(file imagefile) { string path = imagefile.getpath(); stringbuffer strb = new stringbuffer(path); strb.insert(path.lastindexof( '.' ), 0 ); return new file(strb.tostring().replacefirst( "(?<=//.)(//w+)$" , "tif" )); }
} |
b.ocr核心类
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package ocr;
import java.io.bufferedreader; import java.io.file; import java.io.fileinputstream; import java.io.inputstreamreader; import java.util.arraylist; import java.util.list;
import org.jdesktop.swingx.util.os;
public class ocr { private final string lang_option = "-l" ; //英文字母小写l,并非数字1 private final string eol = system.getproperty( "line.separator" ); private string tesspath = "c://program files//tesseract-ocr" ; //private string tesspath = new file("tesseract").getabsolutepath();
public string recognizetext(file imagefile,string imageformat) throws exception{ file tempimage = imageiohelper.createimage(imagefile,imageformat); file outputfile = new file(imagefile.getparentfile(), "output" ); stringbuffer strb = new stringbuffer(); list<string> cmd = new arraylist<string>(); if (os.iswindowsxp()){ cmd.add(tesspath+ "//tesseract" ); } else if (os.islinux()){ cmd.add( "tesseract" ); } else { cmd.add(tesspath+ "//tesseract" ); } cmd.add( "" ); cmd.add(outputfile.getname()); //cmd.add(lang_option); //cmd.add("chi_sim"); //cmd.add("eng");
processbuilder pb = new processbuilder(); pb.directory(imagefile.getparentfile());
cmd.set( 1 , tempimage.getname()); pb测试数据mand(cmd); pb.redirecterrorstream( true );
process process = pb.start(); //tesseract.exe 1.jpg 1 -l chi_sim int w = process.waitfor();
//删除临时正在工作文件 tempimage.delete();
if (w== 0 ){ bufferedreader in = new bufferedreader( new inputstreamreader( new fileinputstream(outputfile.getabsolutepath()+ ".txt" ), "utf-8" ));
string str; while ((str = in.readline())!= null ){ strb.append(str).append(eol); } in.close(); } else { string msg; switch (w){ case 1 : msg = "errors accessing files.there may be spaces in your image's filename." ; break ; case 29 : msg = "cannot recongnize the image or its selected region." ; break ; case 31 : msg = "unsupported image format." ; break ; default : msg = "errors occurred." ; } tempimage.delete(); //throw new runtimeexception(msg); } new file(outputfile.getabsolutepath()+ ".txt" ).delete(); return strb.tostring(); } } |
c.main
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package ocr; import java.io.file; import java.io.ioexception;
public class testocr {
/** * @param args */ public static void main(string[] args) { //输入图片地址 string path = "d://test//test.bmp" ; try { string valcode = new ocr().recognizetext( new file(path), "bmp" ); system.out.println(valcode); } catch (ioexception e) { e.printstacktrace(); } catch (exception e) { e.printstacktrace(); } }
} |
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原文链接:https://blog.csdn.net/gaokao2011/article/details/23421477
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