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// see https://nanonets.com/blog/optical-flow/ srecord noeq GoodThingsToTrack(BWImage image) { settable int windowSize = 3; settable double scoreFactor = 1/256.0; gettable BWImage outputImage; gettable double maxScore; run { int w = image.getWidth(), h = image.getHeight(); int wn = windowSize*windowSize; int ofs = (windowSize+1)/2; outputImage = new BWImage(w, h); for (int y = 1; y < h-windowSize-1; y++) { for (int x = 1; x < w-windowSize-1; x++) { double[] ix = new[wn]; double[] iy = new[wn]; int iw = 0; for yy to windowSize: for xx to windowSize: { //double value = image.getInt(x+xx, y+yy); double left = image.getInt(x+xx-1, y+yy); double right = image.getInt(x+xx+1, y+yy); double above = image.getInt(x+xx, y+yy-1); double below = image.getInt(x+xx, y+yy+1); //ix[iw] = right-value; //iy[iw] = below-value; ix[iw] = right-left; iy[iw] = below-above; iw++; } double sideSum = 0; for i to wn: sideSum += ix[i]*iy[i]; double xSum = 0; for i to wn: xSum += sqr(ix[i]); double ySum = 0; for i to wn: ySum += sqr(iy[i]); double[][] matrix = new double[][] { { xSum, sideSum }, { sideSum, ySum } }; Complex[] lambdas = eigenvaluesOfSymmetricMatrix(matrix); if (l(lambdas) == 2) { double score = min(abs(lambdas[0]), abs(lambdas[1])); if (score > maxScore) maxScore = score; outputImage.setInt(x+ofs, y+ofs, iround(score*scoreFactor)); } } } } }
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Snippet ID: | #1035325 |
Snippet name: | GoodThingsToTrack [dev.] |
Eternal ID of this version: | #1035325/8 |
Text MD5: | a5bacde6d91a76c47172e0b8f1b97e32 |
Transpilation MD5: | 77276ef832516f30c973e61acfc5852b |
Author: | stefan |
Category: | javax |
Type: | JavaX fragment (include) |
Public (visible to everyone): | Yes |
Archived (hidden from active list): | No |
Created/modified: | 2022-05-01 04:16:51 |
Source code size: | 1755 bytes / 51 lines |
Pitched / IR pitched: | No / No |
Views / Downloads: | 164 / 263 |
Version history: | 7 change(s) |
Referenced in: | [show references] |