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< > BotCompany Repo | #1005706 // Test splitting text image into characters with auto-cropping characters

JavaX source code [tags: use-pretranspiled] - run with: x30.jar

Libraryless. Click here for Pure Java version (4188L/28K/93K).

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!752
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static BWImage img;
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static ImageSurface is2;
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static float threshold = 0.9f;
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p {
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  img = loadBWImage("#1005702");
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  update();
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}
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svoid update() {
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  float[] f = columnBrightnesses(img);
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  //quickShowZoomedImage(img.toRGB());
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  //showZoomedImage(brightnessesAsImage(f).toRGB());
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  L<Streak> streaks = makeStreaks(f, threshold);
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  //printStruct(f);
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  //printStruct(streaks);
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  print("Threshold: " + threshold + ", streaks: " + l(streaks));
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  RGBImage vis = visualizeStreaks(img, streaks).toRGB();
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  if (is2 == null) {
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    is2 = showZoomedImage(vis);
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    addToWindowAndPack(is2, liveSlider(threshold/10000f*9999f, voidfunc(float x) {
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      threshold = x*10000f/9999f;
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      update();
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    }));
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  } else
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    is2.setImage(vis);
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}
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// f: voidfunc(float)
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static JSlider liveSlider(float def, final O f) {
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  final int max = 9999;
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  final JSlider slider = new JSlider(0, max, iround(def*max));
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  slider.addChangeListener(new ChangeListener {
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    int lastValue = slider.getValue();
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    public void stateChanged(ChangeEvent e) {
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      int value = slider.getValue();
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      if (value != lastValue) {
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        lastValue = value;
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        pcallF(f, value/(float) max);
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      }
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    }
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  });
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  ret slider;
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}
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sclass Streak {
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  int from, to; // to = exclusive
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  *() {}
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  *(int *from, int *to) {}
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}
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static L<Streak> makeStreaks(float[] f, float threshold) {
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  new L<Streak> l;
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  int j = -1;
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  for (int i = 0; i < l(f); i++)
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    if (f[i] < threshold) { // start / continue streak
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      if (j < 0) j = i; 
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    } else {
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      if (j >= 0) { // end streak
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        l.add(new Streak(j, i));
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        j = -1;
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      }
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    }
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  if (j >= 0)
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    l.add(new Streak(j, l(f)));
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  ret l;
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}
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static float[] columnBrightnesses(BWImage img) {
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  int w = img.getWidth(), h = img.getHeight();
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  float[] f = new float[w];
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  for x to w:
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    f[x] = (float) img.clip(x, 0, 1, h).averageBrightness();
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  ret f;
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}
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static BWImage brightnessesAsImage(float[] f) {
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  int w = f.length, h = 20;
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  BWImage img = new BWImage(w, h);
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  for y to h: for x to w: img.setPixel(x, y, f[x]);
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  ret img;
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}
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static float[] streaksToFloats(int w, L<Streak> l) {
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  float[] f = new float[w];
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  for (Streak s : l)
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    for (int i = s.from; i < s.to; i++)
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      f[i] = 1f;
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  ret f;
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}
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static BWImage visualizeStreaks(BWImage img, L<Streak> streaks) {
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  float gapColor = 0.5f;
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  int w = img.getWidth(), h = img.getHeight();
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  BWImage im = new BWImage(w, h*2, gapColor);
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  float[] f = streaksToFloats(w, streaks);
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  for x to w:
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    copyBWImage(img, x, 0, im, x, (int) (f[x]*h), 1, h);
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  // auto-crop characters  
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  for (Streak s : streaks) {
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    Rect r = autoCropOfBWImage(im, new Rect(s.from, h, s.to-s.from, h));
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    darkenBWImagePart(im, r);
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  }
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  ret im;
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}

Author comment

Began life as a copy of #1005703

download  show line numbers  debug dex  old transpilations   

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Snippet ID: #1005706
Snippet name: Test splitting text image into characters with auto-cropping characters
Eternal ID of this version: #1005706/1
Text MD5: 67439e2a1ae91eacb017ac8cd6f55bf5
Transpilation MD5: 5123e980abab9d9b8d3211c77c8a2e92
Author: stefan
Category: javax / ocr
Type: JavaX source code
Public (visible to everyone): Yes
Archived (hidden from active list): No
Created/modified: 2016-12-04 13:21:44
Source code size: 2805 bytes / 110 lines
Pitched / IR pitched: No / No
Views / Downloads: 425 / 528
Referenced in: [show references]