@SmallTest
public void testWordConfidences() {
final String inputText = "one two three";
final Bitmap bmp = getTextImage(inputText, 640, 480);
// Attempt to initialize the API.
final TessBaseAPI baseApi = new TessBaseAPI();
baseApi.init(TESSBASE_PATH, DEFAULT_LANGUAGE);
baseApi.setPageSegMode(TessBaseAPI.PageSegMode.PSM_SINGLE_BLOCK);
baseApi.setImage(bmp);
String text = baseApi.getUTF8Text();
assertNotNull("Recognized text is null.", text);
// Ensure that a mean confidence value is returned.
int conf = baseApi.meanConfidence();
boolean validConf = conf > 0 && conf <= 100;
assertTrue("Mean confidence value is incorrect.", validConf);
// Ensure that word confidence values are returned.
int numWords = text.split("\\s+").length;
int[] wordConf = baseApi.wordConfidences();
assertEquals("Found the wrong number of word confidence values.", numWords, wordConf.length);
for (int i = 0; i < wordConf.length; i++) {
boolean valid = 0 <= wordConf[i] && wordConf[i] <= 100;
assertTrue("Found an invalid word confidence value.", valid);
}
// Attempt to shut down the API.
baseApi.end();
bmp.recycle();
}
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
getWindow()
.setFlags(
WindowManager.LayoutParams.FLAG_FULLSCREEN, WindowManager.LayoutParams.FLAG_FULLSCREEN);
Window window = getWindow();
window.addFlags(WindowManager.LayoutParams.FLAG_KEEP_SCREEN_ON);
window.requestFeature(Window.FEATURE_NO_TITLE);
setContentView(R.layout.capture);
baseApi = new TessBaseAPI();
baseApi.init(TESSBASE_PATH, DEFAULT_LANGUAGE);
Bitmap mp = BitmapFactory.decodeResource(getResources(), R.drawable.ic_launcher);
mp = mp.copy(Bitmap.Config.ARGB_8888, false);
baseApi.setImage(mp);
String value = baseApi.getUTF8Text();
// Log.d("tag", " the value is ===> " + value);
baseApi.clear();
baseApi.end();
mainSurface = (SurfaceView) findViewById(R.id.mainSurface);
textView = (TextView) findViewById(R.id.text);
msurfaceHolder = mainSurface.getHolder();
}
@SmallTest
public void testEnd() {
final String inputText = "hello";
final Bitmap bmp = getTextImage(inputText, 640, 480);
// Attempt to initialize the API.
final TessBaseAPI baseApi = new TessBaseAPI();
baseApi.init(TESSBASE_PATH, DEFAULT_LANGUAGE);
baseApi.setPageSegMode(TessBaseAPI.PageSegMode.PSM_SINGLE_LINE);
baseApi.setImage(bmp);
// Ensure that getUTF8Text() fails after end() is called.
baseApi.end();
try {
baseApi.getUTF8Text();
fail("IllegalStateException not thrown");
} catch (IllegalStateException e) {
// Continue
} finally {
bmp.recycle();
}
// Ensure that reinitializing the API is successful.
boolean success = baseApi.init(TESSBASE_PATH, DEFAULT_LANGUAGE);
assertTrue("API failed to initialize after end()", success);
// Ensure setImage() does not throw an exception.
final Bitmap bmp2 = getTextImage(inputText, 640, 480);
baseApi.setImage(bmp2);
// Attempt to shut down the API.
baseApi.end();
bmp2.recycle();
}
// Scan the photo for text using the tess-two API
public static String scanPhoto(Bitmap bitmap) {
TessBaseAPI baseApi = new TessBaseAPI();
baseApi.setDebug(true);
baseApi.init(DATA_PATH, lang);
// set the black list
baseApi.setVariable("tessedit_char_blacklist", "':;,.?/\\}][{!@#$%^&*()-_=+~");
baseApi.setVariable("save_blob_choices", "T");
baseApi.setImage(bitmap);
String recognizedText = baseApi.getUTF8Text();
// Iterate over the results and print confidence values for debugging purposes
final ResultIterator iterator = baseApi.getResultIterator();
String lastUTF8Text;
float lastConfidence;
iterator.begin();
do {
lastUTF8Text = iterator.getUTF8Text(PageIteratorLevel.RIL_WORD);
lastConfidence = iterator.confidence(PageIteratorLevel.RIL_WORD);
if (lastConfidence > 50) {
Log.d(TAG, String.format("%s => %.2f", lastUTF8Text, lastConfidence));
}
} while (iterator.next(PageIteratorLevel.RIL_WORD));
baseApi.end();
Log.d(TAG, recognizedText);
return recognizedText;
}
public void ocr_main() {
Log.v(TAG, "entering tess");
// Getting uri of image/cropped image
try {
myimage = MediaStore.Images.Media.getBitmap(this.getContentResolver(), image_uri);
} catch (FileNotFoundException e) {
e.printStackTrace();
} catch (IOException e) {
e.printStackTrace();
}
// Log.v(TAG, "bitmap " + myimage.getByteCount());
// Bitmap argb = myimage;
// argb = argb.copy(Bitmap.Config.ARGB_8888, true);
// Log.v(TAG, "bitmap after argb:" + argb.getByteCount());
//
BitmapFactory.Options opt = new BitmapFactory.Options();
opt.inSampleSize = 2;
myimage = BitmapFactory.decodeFile(filepath, opt);
// Log.v(TAG, "bitmap after comp:" + myimage.getByteCount());
// TessBase starts
TessBaseAPI baseApi = new TessBaseAPI();
baseApi.setDebug(true);
baseApi.init(DATA_PATH, lang);
Log.v(TAG, "Before baseApi");
baseApi.setImage(myimage);
Log.v(TAG, "Before baseApi2");
String recognizedText = baseApi.getUTF8Text();
Log.v(TAG, "Before baseApi3");
baseApi.end();
Log.v(TAG, "OCRED TEXT: " + recognizedText);
if (lang.equalsIgnoreCase("eng")) {
recognizedText = recognizedText.replaceAll("[^a-zA-Z0-9]+", " ");
}
// recognizedText is the final OCRed text
recognizedText = recognizedText.trim();
// String ocrtext = "And...BAM! OCRed: " + recognizedText;
// Toast toast = Toast.makeText(this.getApplicationContext(), ocrtext,
// Toast.LENGTH_LONG);
// toast.show();
// deleting temporary crop file created
File file =
new File(
Environment.getExternalStoragePublicDirectory(Environment.DIRECTORY_PICTURES),
"temp.bmp");
boolean deleted = file.delete();
Log.i(TAG, "File deleted: " + deleted);
Intent intent = new Intent(this, ResultActivity.class);
intent.putExtra("ocrText", recognizedText);
startActivity(intent);
}
@SmallTest
public void testSetRectangle() {
// Attempt to initialize the API.
final TessBaseAPI baseApi = new TessBaseAPI();
baseApi.init(TESSBASE_PATH, DEFAULT_LANGUAGE);
baseApi.setPageSegMode(TessBaseAPI.PageSegMode.PSM_SINGLE_CHAR);
final int width = 640;
final int height = 480;
final Bitmap bmp = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888);
final Paint paint = new Paint();
final Canvas canvas = new Canvas(bmp);
canvas.drawColor(Color.WHITE);
paint.setColor(Color.BLACK);
paint.setStyle(Style.FILL);
paint.setAntiAlias(true);
paint.setTextAlign(Align.CENTER);
paint.setTextSize(32.0f);
// Draw separate text on the left and right halves of the image.
final String leftInput = "A";
final String rightInput = "B";
canvas.drawText(leftInput, width / 4, height / 2, paint);
canvas.drawText(rightInput, width * 3 / 4, height / 2, paint);
baseApi.setVariable(TessBaseAPI.VAR_CHAR_WHITELIST, leftInput + rightInput);
baseApi.setImage(bmp);
// Ensure the result is correct for a rectangle on the left half of the image.
Rect left = new Rect(0, 0, width / 2, height);
baseApi.setRectangle(left);
String leftResult = baseApi.getUTF8Text();
assertEquals("Found incorrect text.", leftInput, leftResult);
// Ensure the result is correct for a rectangle on the right half of the image.
Rect right = new Rect(width / 2, 0, width, height);
baseApi.setRectangle(right);
String rightResult = baseApi.getUTF8Text();
assertEquals("Found incorrect text.", rightInput, rightResult);
// Attempt to shut down the API.
baseApi.end();
bmp.recycle();
}
@SuppressWarnings("unused")
private OcrResult getOcrResult() {
OcrResult ocrResult;
String textResult;
long start = System.currentTimeMillis();
try {
baseApi.setImage(ReadFile.readBitmap(bitmap));
textResult = baseApi.getUTF8Text();
timeRequired = System.currentTimeMillis() - start;
// Check for failure to recognize text
if (textResult == null || textResult.equals("")) {
return null;
}
ocrResult = new OcrResult();
ocrResult.setWordConfidences(baseApi.wordConfidences());
ocrResult.setMeanConfidence(baseApi.meanConfidence());
if (ViewfinderView.DRAW_REGION_BOXES) {
ocrResult.setRegionBoundingBoxes(baseApi.getRegions().getBoxRects());
}
if (ViewfinderView.DRAW_TEXTLINE_BOXES) {
ocrResult.setTextlineBoundingBoxes(baseApi.getTextlines().getBoxRects());
}
if (ViewfinderView.DRAW_STRIP_BOXES) {
ocrResult.setStripBoundingBoxes(baseApi.getStrips().getBoxRects());
}
// Always get the word bounding boxes--we want it for annotating the bitmap after the user
// presses the shutter button, in addition to maybe wanting to draw boxes/words during the
// continuous mode recognition.
ocrResult.setWordBoundingBoxes(baseApi.getWords().getBoxRects());
// if (ViewfinderView.DRAW_CHARACTER_BOXES || ViewfinderView.DRAW_CHARACTER_TEXT) {
// ocrResult.setCharacterBoundingBoxes(baseApi.getCharacters().getBoxRects());
// }
} catch (RuntimeException e) {
Log.e(
"OcrRecognizeAsyncTask",
"Caught RuntimeException in request to Tesseract. Setting state to CONTINUOUS_STOPPED.");
e.printStackTrace();
try {
baseApi.clear();
activity.stopHandler();
} catch (NullPointerException e1) {
// Continue
}
return null;
}
timeRequired = System.currentTimeMillis() - start;
ocrResult.setBitmap(bitmap);
ocrResult.setText(textResult);
ocrResult.setRecognitionTimeRequired(timeRequired);
return ocrResult;
}
@Override
protected void onActivityResult(int requestCode, int resultCode, Intent data) {
super.onActivityResult(requestCode, resultCode, data);
if (requestCode == 10) {
if (resultCode == RESULT_OK) {
byte[] datas = data.getExtras().getByteArray("data");
baseApi.setImage(BitmapFactory.decodeByteArray(datas, 0, datas.length));
tv_capture.setText(baseApi.getUTF8Text());
}
}
}
public void doOCR(Bitmap bitmap) {
Bitmap BiBitmap = Binary.preProcess(bitmap);
mImage2.setImageBitmap(BiBitmap);
TessBaseAPI baseApi = new TessBaseAPI();
baseApi.init(datapath, language);
// 必须加此行，tess-two要求BMP必须为此配置
bitmap = BiBitmap.copy(Bitmap.Config.ARGB_8888, true);
baseApi.setImage(bitmap);
String result = baseApi.getUTF8Text();
baseApi.clear();
baseApi.end();
mResult.setText(result);
}
/**
* 识别图片并取值
*
* @param bitmap
* @return
*/
public String decodeBitmapValue(Bitmap bitmap) {
if (bitmap == null) {
return null;
}
baseApi.init(TESSBASE_PATH, DEFAULT_LANGUAGE);
bitmap = bitmap.copy(Bitmap.Config.ARGB_8888, false);
baseApi.setImage(bitmap); // 识别图片
String value = baseApi.getUTF8Text();
// Log.d("tag", " the value is ===> " + value);
baseApi.clear();
baseApi.end();
return value;
}
protected String tessProcess(Bitmap bMap) {
TessBaseAPI tessapi = new TessBaseAPI();
// tessapi.init("/storage/sdcard0/", "eng");
tessapi.init(Environment.getExternalStorageDirectory().toString(), "eng");
// ImageView image = (ImageView)findViewById(R.id.test_image);
// Bitmap bMap = BitmapFactory.decodeFile(Environment.getExternalStorageDirectory().toString() +
// "/tessdata/sample_input.bmp");
// image.setImageBitmap(bMap);
tessapi.setImage(bMap);
String txt = tessapi.getUTF8Text();
tessapi.end();
// Log.i(TAG, "OCR output:\n" + txt);
// TextView my_out_1 = (TextView)findViewById(R.id.my_out);
// my_out_1.setText("Hello:" + txt);
return txt;
}
public String getTextContent() {
Log.d("whathaeljf", "The second image path is " + imagePath);
Bitmap bitmap = BitmapFactory.decodeFile(imagePath);
/*
Matrix matrix = new Matrix();
matrix.postRotate(180);
Bitmap rotatedBitmap = Bitmap.createBitmap(bitmap, 0, 0, bitmap.getWidth(), bitmap.getHeight(), matrix, true);
*/
TessBaseAPI baseApi = new TessBaseAPI();
baseApi.setDebug(true);
baseApi.init(DATA_PATH, lang);
baseApi.setImage(bitmap);
String recognizedText = baseApi.getUTF8Text();
return recognizedText;
}
/*Begin citation: http://gaut.am/making-an-ocr-android-app-using-tesseract/
gets the image from the external storage directory and uses the tess-two library
to process the image and return the recognized text
*/
public String getOCRText() {
Bitmap bitmap = BitmapFactory.decodeFile(DIR + "ocrImage.jpg");
TessBaseAPI baseApi = new TessBaseAPI();
baseApi.setDebug(true);
baseApi.init(DIR, "eng");
baseApi.setImage(bitmap);
String recognizedText = baseApi.getUTF8Text();
baseApi.end();
if ("eng".equalsIgnoreCase("eng")) {
recognizedText = recognizedText.replaceAll("[^a-zA-Z0-9 ]+", " ");
}
Log.d(DolchListActivity.TAG, recognizedText);
return recognizedText.trim();
}
@SmallTest
public void testClear() {
final String inputText = "hello";
final Bitmap bmp = getTextImage(inputText, 640, 480);
// Attempt to initialize the API.
final TessBaseAPI baseApi = new TessBaseAPI();
baseApi.init(TESSBASE_PATH, DEFAULT_LANGUAGE);
baseApi.setPageSegMode(TessBaseAPI.PageSegMode.PSM_SINGLE_LINE);
baseApi.setImage(bmp);
// Ensure that the getUTF8Text() operation fails after clear() is called.
baseApi.clear();
String text = baseApi.getUTF8Text();
assertNull("Received non-null result after clear().", text);
// Attempt to shut down the API.
baseApi.end();
bmp.recycle();
}
@SmallTest
public void testSetVariable() {
final String inputText = "hello";
final Bitmap bmp = getTextImage(inputText, 640, 480);
// Attempt to initialize the API.
final TessBaseAPI baseApi = new TessBaseAPI();
baseApi.init(TESSBASE_PATH, DEFAULT_LANGUAGE);
baseApi.setPageSegMode(TessBaseAPI.PageSegMode.PSM_SINGLE_LINE);
// Ensure that setting the blacklist variable works.
final String blacklistedCharacter = inputText.substring(1, 2);
baseApi.setVariable(TessBaseAPI.VAR_CHAR_BLACKLIST, blacklistedCharacter);
baseApi.setImage(bmp);
final String outputText = baseApi.getUTF8Text();
assertFalse("Found a blacklisted character.", outputText.contains(blacklistedCharacter));
// Attempt to shut down the API.
baseApi.end();
bmp.recycle();
}
private void textExtraction(Bitmap croppedPic) {
int width, height;
height = croppedPic.getHeight();
width = croppedPic.getWidth();
Bitmap bmpGrayscale = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888);
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(croppedPic, 0, 0, paint);
baseApi.setImage(bmpGrayscale);
baseApi.setImage(baseApi.getThresholdedImage());
String recognizedText = baseApi.getUTF8Text();
recognizedText = recognizedText.replaceAll("[^a-zA-Z0-9\\s]+", "");
extractedText.setText(recognizedText);
croppedImage.setImageBitmap(bmpGrayscale);
}
@SmallTest
public void testChoiceIterator() {
final String inputText = "hello";
final Bitmap bmp = TessBaseAPITest.getTextImage(inputText, 640, 480);
// Attempt to initialize the API.
final TessBaseAPI baseApi = new TessBaseAPI();
baseApi.init(TessBaseAPITest.TESSBASE_PATH, TessBaseAPITest.DEFAULT_LANGUAGE);
baseApi.setPageSegMode(TessBaseAPI.PageSegMode.PSM_SINGLE_LINE);
baseApi.setVariable(TessBaseAPI.VAR_SAVE_BLOB_CHOICES, TessBaseAPI.VAR_TRUE);
// Ensure that text is recognized.
baseApi.setImage(bmp);
String recognizedText = baseApi.getUTF8Text();
assertTrue("No recognized text found.", recognizedText != null && !recognizedText.equals(""));
// Iterate through the results.
ResultIterator iterator = baseApi.getResultIterator();
List<Pair<String, Double>> choicesAndConfidences;
iterator.begin();
do {
choicesAndConfidences = iterator.getChoicesAndConfidence(PageIteratorLevel.RIL_SYMBOL);
assertNotNull("Invalid result.", choicesAndConfidences);
for (Pair<String, Double> choiceAndConfidence : choicesAndConfidences) {
String choice = choiceAndConfidence.first;
Double conf = choiceAndConfidence.second;
assertTrue("No choice value found.", choice != null && !choice.equals(""));
assertTrue("Found an incorrect confidence value.", conf >= 0 && conf <= 100);
}
} while (iterator.next(PageIteratorLevel.RIL_SYMBOL));
iterator.delete();
assertNotNull("No ChoiceIterator values found.", choicesAndConfidences);
// Attempt to shut down the API.
baseApi.end();
bmp.recycle();
}
private void testGetUTF8Text(String language, int ocrEngineMode) {
final String inputText = "hello";
final Bitmap bmp = getTextImage(inputText, 640, 480);
// Attempt to initialize the API.
final TessBaseAPI baseApi = new TessBaseAPI();
baseApi.init(TESSBASE_PATH, language, ocrEngineMode);
baseApi.setPageSegMode(TessBaseAPI.PageSegMode.PSM_SINGLE_LINE);
baseApi.setImage(bmp);
// Ensure that the result is correct.
final String outputText = baseApi.getUTF8Text();
assertEquals("\"" + outputText + "\" != \"" + inputText + "\"", inputText, outputText);
// Ensure getRegions() works.
final Pixa regions = baseApi.getRegions();
assertEquals("Found incorrect number of regions.", regions.size(), 1);
regions.recycle();
// Ensure getTextlines() works.
final Pixa textlines = baseApi.getTextlines();
assertEquals("Found incorrect number of textlines.", textlines.size(), 1);
textlines.recycle();
// Ensure getStrips() works.
final Pixa strips = baseApi.getStrips();
assertEquals("Found incorrect number of strips.", strips.size(), 1);
strips.recycle();
// Ensure getWords() works.
final Pixa words = baseApi.getWords();
assertEquals("Found incorrect number of words.", words.size(), 1);
words.recycle();
// Ensure getConnectedComponents() works.
final Pixa connectedComponents = baseApi.getConnectedComponents();
assertTrue("Connected components not found.", connectedComponents.size() > 0);
connectedComponents.recycle();
// Iterate through the results.
final ResultIterator iterator = baseApi.getResultIterator();
String lastUTF8Text;
float lastConfidence;
int[] lastBoundingBox;
Rect lastBoundingRect;
int count = 0;
iterator.begin();
do {
lastUTF8Text = iterator.getUTF8Text(PageIteratorLevel.RIL_WORD);
lastConfidence = iterator.confidence(PageIteratorLevel.RIL_WORD);
lastBoundingBox = iterator.getBoundingBox(PageIteratorLevel.RIL_WORD);
lastBoundingRect = iterator.getBoundingRect(PageIteratorLevel.RIL_WORD);
count++;
} while (iterator.next(PageIteratorLevel.RIL_WORD));
iterator.delete();
assertEquals("Found incorrect number of results.", count, 1);
assertEquals("Found an incorrect result.", lastUTF8Text, outputText);
assertTrue("Result was not high-confidence.", lastConfidence > 80);
assertTrue("Result bounding box not found.", lastBoundingBox[2] > 0 && lastBoundingBox[3] > 0);
boolean validBoundingRect =
lastBoundingRect.left < lastBoundingRect.right
&& lastBoundingRect.top < lastBoundingRect.bottom;
assertTrue("Result bounding box Rect is incorrect.", validBoundingRect);
// Attempt to shut down the API.
baseApi.end();
bmp.recycle();
}
protected void onPhotoTaken() {
_taken = true;
/*BitmapFactory.Options options = new BitmapFactory.Options();
options.inSampleSize = 4;
Bitmap oldbitmap = BitmapFactory.decodeFile(_path, options);
Pix pix = ReadFile.readBitmap(oldbitmap);*/
BitmapFactory.Options otherOptions = new BitmapFactory.Options();
otherOptions.inScaled = false;
Bitmap oldbitmap2 = BitmapFactory.decodeFile(_path, otherOptions);
Pix pix = ReadFile.readBitmap(oldbitmap2);
pix = AdaptiveMap.backgroundNormMorph(pix);
pix = Enhance.unsharpMasking(pix);
pix = GrayQuant.pixThresholdToBinary(pix, 125);
// pix = Scale.scale(pix, 10, 10);
Bitmap bitmap = WriteFile.writeBitmap(pix);
try {
ExifInterface exif = new ExifInterface(_path);
int exifOrientation =
exif.getAttributeInt(ExifInterface.TAG_ORIENTATION, ExifInterface.ORIENTATION_NORMAL);
Log.v(TAG, "Orient: " + exifOrientation);
int rotate = 0;
switch (exifOrientation) {
case ExifInterface.ORIENTATION_ROTATE_90:
rotate = 90;
break;
case ExifInterface.ORIENTATION_ROTATE_180:
rotate = 180;
break;
case ExifInterface.ORIENTATION_ROTATE_270:
rotate = 270;
break;
}
Log.v(TAG, "Rotation: " + rotate);
if (rotate != 0) {
// Getting width & height of the given image.
int w = bitmap.getWidth();
int h = bitmap.getHeight();
// Setting pre rotate
Matrix mtx = new Matrix();
mtx.preRotate(rotate);
// Rotating Bitmap
bitmap = Bitmap.createBitmap(bitmap, 0, 0, w, h, mtx, false);
}
// Convert to ARGB_8888, required by tess
bitmap = bitmap.copy(Bitmap.Config.ARGB_8888, true);
} catch (IOException e) {
Log.e(TAG, "Couldn't correct orientation: " + e.toString());
}
// _image.setImageBitmap( bitmap );
Log.v(TAG, "Before baseApi");
TessBaseAPI baseApi = new TessBaseAPI();
// baseApi.setDebug(true);
baseApi.init(DATA_PATH, lang);
baseApi.setImage(bitmap);
String recognizedText = baseApi.getUTF8Text();
baseApi.end();
// You now have the text in recognizedText var, you can do anything with it.
// We will display a stripped out trimmed alpha-numeric version of it (if lang is eng)
// so that garbage doesn't make it to the display.
Log.v(TAG, "OCRED TEXT: " + recognizedText);
/*if ( lang.equalsIgnoreCase("eng") ) {
recognizedText = recognizedText.replaceAll("[^a-zA-Z0-9]+", " ");
}*/
recognizedText = recognizedText.trim();
Intent myIntent = new Intent(OCR.this, getInfo.class);
myIntent.putExtra("text", recognizedText); // Optional parameters
OCR.this.startActivity(myIntent);
// Cycle done.
}