实例介绍
【实例简介】
tessdata是语言包 需要放到手机SD卡根目录
tess-two是OCR引擎,需要导入到项目中(项目中已经导入)
【实例截图】
从这里看,识别率还是相当高的
需要将tessdata 目录拷贝到 内置SDK上(可通过360手机助手实现)
【核心代码】
public class MainActivity extends Activity {
private static final int PHOTO_CAPTURE = 0x11;// 拍照
private static final int PHOTO_RESULT = 0x12;// 结果
private static String LANGUAGE = "eng";
private static String IMG_PATH = getSDPath() java.io.File.separator
"ocrtest";
private static TextView tvResult;
private static ImageView ivSelected;
private static ImageView ivTreated;
private static Button btnCamera;
private static Button btnSelect;
private static CheckBox chPreTreat;
private static RadioGroup radioGroup;
private static String textResult;
private static Bitmap bitmapSelected;
private static Bitmap bitmapTreated;
private static final int SHOWRESULT = 0x101;
private static final int SHOWTREATEDIMG = 0x102;
// 该handler用于处理修改结果的任务
public static Handler myHandler = new Handler() {
@Override
public void handleMessage(Message msg) {
switch (msg.what) {
case SHOWRESULT:
if (textResult.equals(""))
tvResult.setText("识别失败");
else
tvResult.setText(textResult);
break;
case SHOWTREATEDIMG:
tvResult.setText("识别中......");
showPicture(ivTreated, bitmapTreated);
break;
}
super.handleMessage(msg);
}
};
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
setContentView(R.layout.activity_main);
// 若文件夹不存在 首先创建文件夹
File path = new File(IMG_PATH);
if (!path.exists()) {
path.mkdirs();
}
tvResult = (TextView) findViewById(R.id.tv_result);
ivSelected = (ImageView) findViewById(R.id.iv_selected);
ivTreated = (ImageView) findViewById(R.id.iv_treated);
btnCamera = (Button) findViewById(R.id.btn_camera);
btnSelect = (Button) findViewById(R.id.btn_select);
chPreTreat = (CheckBox) findViewById(R.id.ch_pretreat);
radioGroup = (RadioGroup) findViewById(R.id.radiogroup);
btnCamera.setOnClickListener(new cameraButtonListener());
btnSelect.setOnClickListener(new selectButtonListener());
// 用于设置解析语言
radioGroup.setOnCheckedChangeListener(new OnCheckedChangeListener() {
@Override
public void onCheckedChanged(RadioGroup group, int checkedId) {
switch (checkedId) {
case R.id.rb_en:
LANGUAGE = "eng";
break;
case R.id.rb_ch:
LANGUAGE = "chi_sim";
break;
}
}
});
}
@Override
public boolean onCreateOptionsMenu(Menu menu) {
// Inflate the menu; this adds items to the action bar if it is present.
getMenuInflater().inflate(R.menu.main, menu);
return true;
}
@Override
protected void onActivityResult(int requestCode, int resultCode, Intent data) {
if (resultCode == Activity.RESULT_CANCELED)
return;
if (requestCode == PHOTO_CAPTURE) {
tvResult.setText("abc");
startPhotoCrop(Uri.fromFile(new File(IMG_PATH, "temp.jpg")));
}
// 处理结果
if (requestCode == PHOTO_RESULT) {
bitmapSelected = decodeUriAsBitmap(Uri.fromFile(new File(IMG_PATH,
"temp_cropped.jpg")));
if (chPreTreat.isChecked())
tvResult.setText("预处理中......");
else
tvResult.setText("识别中......");
// 显示选择的图片
showPicture(ivSelected, bitmapSelected);
// 新线程来处理识别
new Thread(new Runnable() {
@Override
public void run() {
if (chPreTreat.isChecked()) {
bitmapTreated = ImgPretreatment
.doPretreatment(bitmapSelected);
Message msg = new Message();
msg.what = SHOWTREATEDIMG;
myHandler.sendMessage(msg);
textResult = doOcr(bitmapTreated, LANGUAGE);
} else {
bitmapTreated = ImgPretreatment
.converyToGrayImg(bitmapSelected);
Message msg = new Message();
msg.what = SHOWTREATEDIMG;
myHandler.sendMessage(msg);
textResult = doOcr(bitmapTreated, LANGUAGE);
}
Message msg2 = new Message();
msg2.what = SHOWRESULT;
myHandler.sendMessage(msg2);
}
}).start();
}
super.onActivityResult(requestCode, resultCode, data);
}
// 拍照识别
class cameraButtonListener implements OnClickListener {
@Override
public void onClick(View arg0) {
Intent intent = new Intent(MediaStore.ACTION_IMAGE_CAPTURE);
intent.putExtra(MediaStore.EXTRA_OUTPUT,
Uri.fromFile(new File(IMG_PATH, "temp.jpg")));
startActivityForResult(intent, PHOTO_CAPTURE);
}
};
// 从相册选取照片并裁剪
class selectButtonListener implements OnClickListener {
@Override
public void onClick(View v) {
Intent intent = new Intent(Intent.ACTION_GET_CONTENT);
intent.addCategory(Intent.CATEGORY_OPENABLE);
intent.setType("image/*");
intent.putExtra("crop", "true");
intent.putExtra("scale", true);
intent.putExtra("return-data", false);
intent.putExtra(MediaStore.EXTRA_OUTPUT,
Uri.fromFile(new File(IMG_PATH, "temp_cropped.jpg")));
intent.putExtra("outputFormat",
Bitmap.CompressFormat.JPEG.toString());
intent.putExtra("noFaceDetection", true); // no face detection
startActivityForResult(intent, PHOTO_RESULT);
}
}
// 将图片显示在view中
public static void showPicture(ImageView iv, Bitmap bmp){
iv.setImageBitmap(bmp);
}
/**
* 进行图片识别
*
* @param bitmap
* 待识别图片
* @param language
* 识别语言
* @return 识别结果字符串
*/
public String doOcr(Bitmap bitmap, String language) {
TessBaseAPI baseApi = new TessBaseAPI();
baseApi.init(getSDPath(), language);
// 必须加此行,tess-two要求BMP必须为此配置
bitmap = bitmap.copy(Bitmap.Config.ARGB_8888, true);
baseApi.setImage(bitmap);
String text = baseApi.getUTF8Text();
baseApi.clear();
baseApi.end();
return text;
}
/**
* 获取sd卡的路径
*
* @return 路径的字符串
*/
public static String getSDPath() {
File sdDir = null;
boolean sdCardExist = Environment.getExternalStorageState().equals(
android.os.Environment.MEDIA_MOUNTED); // 判断sd卡是否存在
if (sdCardExist) {
sdDir = Environment.getExternalStorageDirectory();// 获取外存目录
}
return sdDir.toString();
}
/**
* 调用系统图片编辑进行裁剪
*/
public void startPhotoCrop(Uri uri) {
Intent intent = new Intent("com.android.camera.action.CROP");
intent.setDataAndType(uri, "image/*");
intent.putExtra("crop", "true");
intent.putExtra("scale", true);
intent.putExtra(MediaStore.EXTRA_OUTPUT,
Uri.fromFile(new File(IMG_PATH, "temp_cropped.jpg")));
intent.putExtra("return-data", false);
intent.putExtra("outputFormat", Bitmap.CompressFormat.JPEG.toString());
intent.putExtra("noFaceDetection", true); // no face detection
startActivityForResult(intent, PHOTO_RESULT);
}
/**
* 根据URI获取位图
*
* @param uri
* @return 对应的位图
*/
private Bitmap decodeUriAsBitmap(Uri uri) {
Bitmap bitmap = null;
try {
bitmap = BitmapFactory.decodeStream(getContentResolver()
.openInputStream(uri));
} catch (FileNotFoundException e) {
e.printStackTrace();
return null;
}
return bitmap;
}
}
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