java 图片数字识别 java识别图片中的文字

package org.example;

import com.github.jaiimageio.plugins.tiff.TIFFImageWriteParam;

import javax.imageio.*;
import javax.imageio.metadata.IIOMetadata;
import javax.imageio.stream.FileImageInputStream;
import javax.imageio.stream.ImageInputStream;
import javax.imageio.stream.ImageOutputStream;
import java.awt.image.BufferedImage;
import java.io.File;
import java.io.IOException;
import java.util.Iterator;
import java.util.Locale;

/**
 * 识别图片中的文字
 * 
 * @author zlj
 *
 */
public class ImageIOHelper {
	/**
	 * 创建临时图片文件
	 * 
	 * @param imageFile
	 * @return
	 * @throws IOException
	 */
	public File createImage(File imageFile) throws IOException {
		Iterator<ImageReader> readers = ImageIO.getImageReaders(new FileImageInputStream(imageFile));
		ImageReader reader = readers.next();
		ImageInputStream iis = ImageIO.createImageInputStream(imageFile);
		reader.setInput(iis);
		
		IIOMetadata streamMetadata = reader.getStreamMetadata();
		TIFFImageWriteParam tiffWriteParam = new TIFFImageWriteParam(Locale.CHINESE);
		tiffWriteParam.setCompressionMode(ImageWriteParam.MODE_DISABLED);
		
		Iterator<ImageWriter> writers = ImageIO.getImageWritersByFormatName("tiff");
		ImageWriter writer = writers.next();
		BufferedImage bi = reader.read(0);
		
		IIOImage image = new IIOImage(bi, null, reader.getImageMetadata(0));
		File tempFile = tempImageFile(imageFile);
		ImageOutputStream ios = ImageIO.createImageOutputStream(tempFile);
		writer.setOutput(ios);
		writer.write(streamMetadata, image, tiffWriteParam);
		
		ios.close();
		iis.close();
		writer.dispose();
		reader.dispose();
		return tempFile;
	}

	/**
	 * 添加后缀 tempfile
	 * 
	 * @param imageFile
	 * @return
	 * @throws IOException
	 */
	private File tempImageFile(File imageFile) throws IOException {
		String path = imageFile.getPath();
		StringBuffer strB = new StringBuffer(path);
		strB.insert(path.lastIndexOf('.'), "_text_recognize_temp");
		String s = strB.toString().replaceFirst("(?<=//.)(//w+)$", "tif");
		Runtime.getRuntime().exec("attrib " + "\"" + s + "\"" + " +H"); // 设置文件隐藏
		return new File(strB.toString());
	}
}

注意修改他的路径
private String tessPath = “D:\Download\Tesseract-OCR”;// ocr默认安装路径

package org.example;

import java.io.BufferedReader;
import java.io.File;
import java.io.FileInputStream;
import java.io.IOException;
import java.io.InputStreamReader;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;

import org.jdesktop.swingx.util.OS;

/**
 * 从图片中识别文字
 * @author zlj
 *
 */
public class OCRUtil {
	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 = "D:\\Download\\Tesseract-OCR";// ocr默认安装路径
	private String transname = "chi_sim";// 默认中文语言包，识别中文

	/**
	 * 从图片中识别文字
	 *
	 * @param imageFile
	 * @return text recognized in image
	 * @throws Exception
	 */
	public String recognizeText(File imageFile) throws Exception {
		File tempImage = new ImageIOHelper().createImage(imageFile);
		return ocrImages(tempImage, imageFile);
	}

	/**
	 * 识别图片中的文字
	 *
	 * @param tempImage
	 * @param imageFile
	 * @return
	 * @throws IOException
	 * @throws InterruptedException
	 */
	private String ocrImages(File tempImage, File imageFile) throws IOException, InterruptedException {
		File outputFile = new File(imageFile.getParentFile(), "output");
		Runtime.getRuntime().exec("attrib " + "\"" + outputFile.getAbsolutePath() + "\"" + " +H"); // 设置文件隐藏
		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(transname);

		ProcessBuilder pb = new ProcessBuilder();
		Map<String, String> env = pb.environment();
		env.put("TESSDATA_PREFIX", "D:\\Download\\Tesseract-OCR\\tessdata");
		pb.directory(imageFile.getParentFile());
		cmd.set(1, tempImage.getName());
		pb.command(cmd);
		pb.redirectErrorStream(true);
		Process process = pb.start();
		int w = process.waitFor();

		tempImage.delete();// 删除临时正在工作文件
		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();
	}

	public static void main(String[] args) throws Exception {
		System.out.println("begin");
		String path = "C:\\Users\\Administrator\\Desktop\\11111.jpg";
		String valCode = new OCRUtil().recognizeText(new File(path));
		System.out.println(valCode);
		System.out.println("end");
	}
}

</dependency>
    <!-- https://mvnrepository.com/artifact/com.github.jai-imageio/jai-imageio-core -->
    <dependency>
      <groupId>com.github.jai-imageio</groupId>
      <artifactId>jai-imageio-core</artifactId>
      <version>1.4.0</version>
    </dependency>

    <!-- https://mvnrepository.com/artifact/org.swinglabs/swingx -->
    <dependency>
      <groupId>org.swinglabs</groupId>
      <artifactId>swingx</artifactId>
      <version>1.6.1</version>
    </dependency>

结果：