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< > BotCompany Repo | #1032466 // Haar - generalized Haar-like feature

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

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// The relationship between the white and the black part in a traditional
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// Haar-like feature could be much more general. Why do they have to
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// touch each other? Why do they need to have the same aspect ratio?
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// All we require is white area = black area so the subtraction makes sense.
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//
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// And even that could be lifted by applying a correction factor
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// (area white / area black).
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//
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// [We should generally start normalizing the result between -1
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// (maximum inverted match) and 1 (maximum direct match) at this point
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// as now we have two different areas in play so we can't really return
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// meaningful "pixels" anymore.]
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//
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// Finally, black and white can even overlap and the formula doesn't even change.
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// Although you may want to boost the result value because it's never 
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// going to reach -1 or 1 when there is overlap. Not sure how to do
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// the actual calculation for that.
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//
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// So these are... "generalized Haar features"?
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//
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// Result classification:
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//
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//   positive = match
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//   0        = non-match  (indifferent/not applicable)
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//   negative = anti-match (inverted Haar feature found)
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srecord Haar(IIntegralImage img, DoubleRect rBlack, DoubleRect rWhite) {
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  double get() {
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    double blackArea = area(rBlack);
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    double whiteArea = area(rWhite);
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    //double overlappingArea = area(intersectDoubleRects(rBlack, rWhite));
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    //double boost = ?
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    double whiteSum = img.pixelSum(rWhite); // this is between 0 and whiteArea*255
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    double blackSum = img.pixelSum(rBlack); // this is between 0 and blackArea*255
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    ret (doubleRatio(whiteSum, whiteArea) - doubleRatio(blackSum, blackArea))/255.0;
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  }
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}

Author comment

Began life as a copy of #1009142

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Snippet ID: #1032466
Snippet name: Haar - generalized Haar-like feature
Eternal ID of this version: #1032466/24
Text MD5: e07a1d136ce35d3765902d2e945ef70f
Transpilation MD5: 2b3c464fc60b08173eec59f0142c1b82
Author: stefan
Category: javax / imaging
Type: JavaX source code
Public (visible to everyone): Yes
Archived (hidden from active list): No
Created/modified: 2021-09-09 18:45:57
Source code size: 1671 bytes / 39 lines
Pitched / IR pitched: No / No
Views / Downloads: 206 / 375
Version history: 23 change(s)
Referenced in: [show references]