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https://github.com/opencv/opencv.git
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add getNumModules(), add decode version
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parent
08906ddd4b
commit
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@ -16,7 +16,6 @@
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#include <limits>
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#include <limits>
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#include <cmath>
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#include <cmath>
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#include <iostream>
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#include <queue>
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#include <queue>
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#include <limits>
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#include <limits>
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#include <map>
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#include <map>
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@ -990,6 +989,7 @@ public:
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bool straightDecodingProcess();
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bool straightDecodingProcess();
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bool curvedDecodingProcess();
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bool curvedDecodingProcess();
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protected:
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protected:
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double getNumModules();
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bool updatePerspective();
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bool updatePerspective();
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bool versionDefinition();
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bool versionDefinition();
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bool samplingForVersion();
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bool samplingForVersion();
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@ -2251,6 +2251,91 @@ bool QRDecode::preparingCurvedQRCodes()
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return true;
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return true;
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}
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}
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/**
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* @param finderPattern 4 points of finder pattern markers, calculated by findPatternsVerticesPoints()
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* @return true if the pattern has the correct side lengths
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*/
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static inline bool checkFinderPatternByAspect(const vector<Point> &finderPattern) {
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if (finderPattern.size() != 4ull)
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return false;
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float sidesLen[4];
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for (size_t i = 0; i < finderPattern.size(); i++) {
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sidesLen[i] = (sqrt(normL2Sqr<float>(Point2f(finderPattern[i] - finderPattern[(i+1ull)%finderPattern.size()]))));
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}
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const float maxSide = max(max(sidesLen[0], sidesLen[1]), max(sidesLen[2], sidesLen[3]));
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const float minSide = min(min(sidesLen[0], sidesLen[1]), min(sidesLen[2], sidesLen[3]));
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const float patternMaxRelativeLen = .3f;
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if (1.f - minSide / maxSide > patternMaxRelativeLen)
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return false;
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return true;
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}
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/**
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* @param finderPattern - 4 points of finder pattern markers, calculated by findPatternsVerticesPoints()
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* @param cornerPointsQR - 4 corner points of QR code
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* @return pair<int, int> first - the index in points of finderPattern closest to the corner of the QR code,
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* second - the index in points of cornerPointsQR closest to the corner of finderPattern
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*
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* This function matches finder patterns to the corners of the QR code. Points of finder pattern calculated by
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* findPatternsVerticesPoints() may be erroneous, so they are checked.
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*/
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static inline std::pair<int, int> matchPatternPoints(const vector<Point> &finderPattern,
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const vector<Point2f> cornerPointsQR) {
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if (!checkFinderPatternByAspect(finderPattern))
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return std::make_pair(-1, -1);
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float distanceToOrig = normL2Sqr<float>(Point2f(finderPattern[0]) - cornerPointsQR[0]);
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int closestFinderPatternV = 0;
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int closetOriginalV = 0;
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for (size_t i = 0ull; i < finderPattern.size(); i++) {
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for (size_t j = 0ull; j < cornerPointsQR.size(); j++) {
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const float tmp = normL2Sqr<float>(Point2f(finderPattern[i]) - cornerPointsQR[j]);
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if (tmp < distanceToOrig) {
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distanceToOrig = tmp;
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closestFinderPatternV = i;
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closetOriginalV = j;
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}
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}
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}
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// check that the distance from the QR pattern to the corners of the QR code is small
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const float originalQrSide = sqrt(normL2Sqr<float>(cornerPointsQR[0] - cornerPointsQR[1]))*0.5f +
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sqrt(normL2Sqr<float>(cornerPointsQR[0] - cornerPointsQR[3]))*0.5f;
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const float maxRelativeDistance = .1f;
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if (distanceToOrig/originalQrSide > maxRelativeDistance)
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return std::make_pair(-1, -1);
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return std::make_pair(closestFinderPatternV, closetOriginalV);
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}
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double QRDecode::getNumModules() {
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vector<vector<Point>> finderPatterns;
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double numModulesX = 0., numModulesY = 0.;
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bool flag = findPatternsVerticesPoints(finderPatterns);
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if (flag) {
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vector<double> pattern_distance(4);
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for (auto& pattern : finderPatterns) {
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auto indexes = matchPatternPoints(pattern, original_points);
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if (indexes == std::make_pair(-1, -1))
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return 0.;
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Point2f vf[4] = {pattern[indexes.first % 4], pattern[(1+indexes.first) % 4],
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pattern[(2+indexes.first) % 4], pattern[(3+indexes.first) % 4]};
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for (int i = 1; i < 4; i++) {
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pattern_distance[indexes.second] += (norm(vf[i] - vf[i-1]));
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}
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pattern_distance[indexes.second] += norm(vf[3] - vf[0]);
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pattern_distance[indexes.second] /= 4.;
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}
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const double moduleSizeX = (pattern_distance[0] + pattern_distance[1])/(2.*7.);
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const double moduleSizeY = (pattern_distance[0] + pattern_distance[3])/(2.*7.);
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numModulesX = norm(original_points[1] - original_points[0])/moduleSizeX;
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numModulesY = norm(original_points[3] - original_points[0])/moduleSizeY;
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}
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return (numModulesX + numModulesY)/2.;
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}
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bool QRDecode::updatePerspective()
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bool QRDecode::updatePerspective()
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{
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{
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CV_TRACE_FUNCTION();
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CV_TRACE_FUNCTION();
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@ -2284,7 +2369,7 @@ bool QRDecode::updatePerspective()
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return true;
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return true;
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}
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}
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inline Point computeOffset(const vector<Point>& v)
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static inline Point computeOffset(const vector<Point>& v)
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{
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{
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// compute the width/height of convex hull
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// compute the width/height of convex hull
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Rect areaBox = boundingRect(v);
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Rect areaBox = boundingRect(v);
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@ -2298,9 +2383,80 @@ inline Point computeOffset(const vector<Point>& v)
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return offset;
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return offset;
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}
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}
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// QR code with version 7 or higher has a special 18 bit version number code.
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// @return std::pair<double, int> first - distance to estimatedVersion, second - version
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/**
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* @param numModules - estimated numModules
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* @param estimatedVersion
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* @return pair<double, int>, first - Hamming distance to 18 bit code, second - closest version
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*
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* QR code with version 7 or higher has a special 18 bit version number code:
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* https://www.thonky.com/qr-code-tutorial/format-version-information
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*/
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static inline std::pair<double, int> getVersionByCode(double numModules, Mat qr, int estimatedVersion) {
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const double moduleSize = qr.rows / numModules;
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Point2d startVersionInfo1 = Point2d((numModules-8.-3.)*moduleSize, 0.);
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Point2d endVersionInfo1 = Point2d((numModules-8.)*moduleSize, moduleSize*6.);
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Point2d startVersionInfo2 = Point2d(0., (numModules-8.-3.)*moduleSize);
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Point2d endVersionInfo2 = Point2d(moduleSize*6., (numModules-8.)*moduleSize);
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Mat v1(qr, Rect2d(startVersionInfo1, endVersionInfo1));
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Mat v2(qr, Rect2d(startVersionInfo2, endVersionInfo2));
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const double thresh = 127.;
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resize(v1, v1, Size(3, 6), 0., 0., INTER_AREA);
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threshold(v1, v1, thresh, 255, THRESH_BINARY);
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resize(v2, v2, Size(6, 3), 0., 0., INTER_AREA);
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threshold(v2, v2, thresh, 255, THRESH_BINARY);
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Mat version1, version2;
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// convert version1 (top right version information block) and
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// version2 (bottom left version information block) to version table format
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// https://www.thonky.com/qr-code-tutorial/format-version-tables
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rotate((255-v1)/255, version1, ROTATE_180), rotate(((255-v2)/255).t(), version2, ROTATE_180);
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static uint8_t versionCodes[][18] = {{0,0,0,1,1,1,1,1,0,0,1,0,0,1,0,1,0,0},{0,0,1,0,0,0,0,1,0,1,1,0,1,1,1,1,0,0},
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{0,0,1,0,0,1,1,0,1,0,1,0,0,1,1,0,0,1},{0,0,1,0,1,0,0,1,0,0,1,1,0,1,0,0,1,1},
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{0,0,1,0,1,1,1,0,1,1,1,1,1,1,0,1,1,0},{0,0,1,1,0,0,0,1,1,1,0,1,1,0,0,0,1,0},
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{0,0,1,1,0,1,1,0,0,0,0,1,0,0,0,1,1,1},{0,0,1,1,1,0,0,1,1,0,0,0,0,0,1,1,0,1},
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{0,0,1,1,1,1,1,0,0,1,0,0,1,0,1,0,0,0},{0,1,0,0,0,0,1,0,1,1,0,1,1,1,1,0,0,0},
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{0,1,0,0,0,1,0,1,0,0,0,1,0,1,1,1,0,1},{0,1,0,0,1,0,1,0,1,0,0,0,0,1,0,1,1,1},
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{0,1,0,0,1,1,0,1,0,1,0,0,1,1,0,0,1,0},{0,1,0,1,0,0,1,0,0,1,1,0,1,0,0,1,1,0},
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{0,1,0,1,0,1,0,1,1,0,1,0,0,0,0,0,1,1},{0,1,0,1,1,0,1,0,0,0,1,1,0,0,1,0,0,1},
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{0,1,0,1,1,1,0,1,1,1,1,1,1,0,1,1,0,0},{0,1,1,0,0,0,1,1,1,0,1,1,0,0,0,1,0,0},
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{0,1,1,0,0,1,0,0,0,1,1,1,1,0,0,0,0,1},{0,1,1,0,1,0,1,1,1,1,1,0,1,0,1,0,1,1},
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{0,1,1,0,1,1,0,0,0,0,1,0,0,0,1,1,1,0},{0,1,1,1,0,0,1,1,0,0,0,0,0,1,1,0,1,0},
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{0,1,1,1,0,1,0,0,1,1,0,0,1,1,1,1,1,1},{0,1,1,1,1,0,1,1,0,1,0,1,1,1,0,1,0,1},
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{0,1,1,1,1,1,0,0,1,0,0,1,0,1,0,0,0,0},{1,0,0,0,0,0,1,0,0,1,1,1,0,1,0,1,0,1},
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{1,0,0,0,0,1,0,1,1,0,1,1,1,1,0,0,0,0},{1,0,0,0,1,0,1,0,0,0,1,0,1,1,1,0,1,0},
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{1,0,0,0,1,1,0,1,1,1,1,0,0,1,1,1,1,1},{1,0,0,1,0,0,1,0,1,1,0,0,0,0,1,0,1,1},
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{1,0,0,1,0,1,0,1,0,0,0,0,1,0,1,1,1,0},{1,0,0,1,1,0,1,0,1,0,0,1,1,0,0,1,0,0},
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{1,0,0,1,1,1,0,1,0,1,0,1,0,0,0,0,0,1},{1,0,1,0,0,0,1,1,0,0,0,1,1,0,1,0,0,1}
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};
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double minDist = 19.;
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int bestVersion = -1;
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const double penaltyFactor = 0.8;
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for (int i = 0; i < (int)(sizeof(versionCodes)/sizeof(versionCodes[0])); i++) {
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Mat currVers(Size(3, 6), CV_8UC1, versionCodes[i]);
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// minimum hamming distance between version = 8
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double tmp = norm(currVers, version1, NORM_HAMMING) + penaltyFactor*abs(estimatedVersion-i-7);
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if (tmp < minDist) {
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bestVersion = i+7;
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minDist = tmp;
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}
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tmp = norm(currVers, version2, NORM_HAMMING) + penaltyFactor*abs(estimatedVersion-i-7);
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if (tmp < minDist) {
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bestVersion = i+7;
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minDist = tmp;
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}
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}
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return std::make_pair(minDist, bestVersion);
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}
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bool QRDecode::versionDefinition()
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bool QRDecode::versionDefinition()
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{
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{
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CV_TRACE_FUNCTION();
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CV_TRACE_FUNCTION();
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CV_LOG_INFO(NULL, "QR corners: " << original_points[0] << " " << original_points[1] << " " << original_points[2] <<
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" " << original_points[3]);
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LineIterator line_iter(intermediate, Point2f(0, 0), Point2f(test_perspective_size, test_perspective_size));
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LineIterator line_iter(intermediate, Point2f(0, 0), Point2f(test_perspective_size, test_perspective_size));
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Point black_point = Point(0, 0);
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Point black_point = Point(0, 0);
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for(int j = 0; j < line_iter.count; j++, ++line_iter)
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for(int j = 0; j < line_iter.count; j++, ++line_iter)
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@ -2358,11 +2514,54 @@ bool QRDecode::versionDefinition()
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transition_y++;
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transition_y++;
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}
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}
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}
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}
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version = saturate_cast<uint8_t>((std::min(transition_x, transition_y) - 1) * 0.25 - 1);
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if ( !( 0 < version && version <= 40 ) ) { return false; }
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const int versionByTransition = saturate_cast<uint8_t>((std::min(transition_x, transition_y) - 1) * 0.25 - 1);
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const int numModulesByTransition = 21 + (versionByTransition - 1) * 4;
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const double numModulesByFinderPattern = getNumModules();
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const double versionByFinderPattern = (numModulesByFinderPattern - 21.) * .25 + 1.;
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bool useFinderPattern = false;
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const double thresholdFinderPattern = 0.2;
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const double roundingError = abs(numModulesByFinderPattern - cvRound(numModulesByFinderPattern));
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if (cvRound(versionByFinderPattern) >= 1 && versionByFinderPattern <= 6 && transition_x != transition_y) {
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if (roundingError < thresholdFinderPattern)
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useFinderPattern = true;
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}
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bool useCode = false;
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int versionByCode = 7;
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if (cvRound(versionByFinderPattern) >= 7 || versionByTransition >= 7) {
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vector<std::pair<double, int>> versionAndDistances;
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if (cvRound(versionByFinderPattern) >= 7) {
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versionAndDistances.push_back(getVersionByCode(numModulesByFinderPattern, no_border_intermediate,
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cvRound(versionByFinderPattern)));
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}
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if (versionByTransition >= 7) {
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versionAndDistances.push_back(getVersionByCode(numModulesByTransition, no_border_intermediate,
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versionByTransition));
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}
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const auto& bestVersion = min(versionAndDistances.front(), versionAndDistances.back());
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double distanceByCode = bestVersion.first;
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versionByCode = bestVersion.second;
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if (distanceByCode < 5.) {
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useCode = true;
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}
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}
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if (useCode) {
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CV_LOG_INFO(NULL, "Version type: useCode");
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version = versionByCode;
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}
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else if (useFinderPattern ) {
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CV_LOG_INFO(NULL, "Version type: useFinderPattern");
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version = cvRound(versionByFinderPattern);
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}
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else {
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CV_LOG_INFO(NULL, "Version type: useTransition");
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version = versionByTransition;
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}
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version_size = 21 + (version - 1) * 4;
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version_size = 21 + (version - 1) * 4;
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CV_LOG_INFO(NULL, "QR corners: " << original_points[0] << " " << original_points[1] << " " << original_points[2] <<
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if ( !(0 < version && version <= 40) ) { return false; }
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" " << original_points[3]);
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CV_LOG_INFO(NULL, "QR version: " << (int)version);
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CV_LOG_INFO(NULL, "QR version: " << (int)version);
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return true;
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return true;
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}
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}
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