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An openFrameworks convex hull / defect index finder using opencv (because there is a bug in the opencv version). bug https://github.com/opencv/opencv/issues/4954
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// | |
// Copyright (c) 2017 Christopher Baker <https://christopherbaker.net> | |
// | |
// SPDX-License-Identifier: MIT | |
// | |
#include "ConvexHull.h" | |
ConvexHull::ConvexHull() | |
{ | |
} | |
ConvexHull::ConvexHull(const ofPolyline& contour) | |
{ | |
setContour(contour); | |
} | |
void ConvexHull::setContour(const ofPolyline& contour) | |
{ | |
_contour = contour; | |
std::vector<cv::Point2i> contour2i; | |
cv::Mat(ofxCv::toCv(_contour)).copyTo(contour2i); | |
cv::Mat contourMat(contour2i); | |
// By passing std::vector<int> we get indices. | |
std::vector<int> hullIndices; | |
cv::convexHull(contourMat, hullIndices); | |
if (hullIndices.size() > 0 && contour.size() > 0) | |
{ | |
std::vector<cv::Vec4i> convexityDefects; | |
// TODO: has a bug | |
// cv::convexityDefects(contourMat, hullIndices, convexityDefects); | |
// Our local, drop-in, inefficient (?) hack. | |
ConvexHull::convexityDefects(contourMat, hullIndices, convexityDefects); | |
_convexHullDefects.clear(); | |
for (auto defect: convexityDefects) | |
{ | |
Defect _defect; | |
_defect.startIndex = defect[0]; | |
_defect.endIndex = defect[1]; | |
_defect.index = defect[2]; | |
_defect.depth = defect[3] / 256.0; | |
_convexHullDefects.push_back(_defect); | |
} | |
} | |
_convexHullIndices.clear(); | |
for (auto index: hullIndices) | |
{ | |
if (index > -1) | |
{ | |
_convexHullIndices.push_back(index); | |
} | |
else | |
{ | |
ofLogWarning("ConvexHull::setContour") << "Found negative convex hull index, skipping."; | |
} | |
} | |
} | |
ofPolyline ConvexHull::contour() const | |
{ | |
return _contour; | |
} | |
ofPolyline ConvexHull::convexHull() const | |
{ | |
if (_convexHullIndices.size() != 0 && _convexHull.size() != _convexHullIndices.size()) | |
{ | |
_convexHull.clear(); | |
_convexHull.setClosed(true); | |
for (auto index: _convexHullIndices) | |
{ | |
_convexHull.addVertex(_contour[index]); | |
} | |
} | |
return _convexHull; | |
} | |
std::vector<std::size_t> ConvexHull::convexHullIndices() const | |
{ | |
return _convexHullIndices; | |
} | |
std::vector<ConvexHull::Defect> ConvexHull::convexHullDefects() const | |
{ | |
return _convexHullDefects; | |
} | |
void ConvexHull::convexityDefects(const cv::Mat& _contourMat, | |
const std::vector<int>& _hullIndices, | |
std::vector<cv::Vec4i>& convexityDefects) | |
{ | |
// Make a sorted version of the hull indices. | |
auto hullIndices = _hullIndices; | |
std::sort(hullIndices.begin(), hullIndices.end()); | |
CvMat contourMat = _contourMat; | |
CvMat hullMat = cvMat(1, hullIndices.size(), CV_32SC1, reinterpret_cast<void*>(&hullIndices[0])); | |
CvMemStorage* storage = cvCreateMemStorage(0); | |
CvSeq* defects = cvConvexityDefects(&contourMat, &hullMat, storage); | |
for (auto i = 0; i < defects->total; ++i) | |
{ | |
CvConvexityDefect* cur = reinterpret_cast<CvConvexityDefect*>(cvGetSeqElem(defects, i)); | |
// Find the two convex hull indices. | |
int startIndex = -1; | |
int endIndex = -1; | |
for (int hullIndex: hullIndices) | |
{ | |
auto point = _contourMat.at<cv::Point2i>(hullIndex); | |
if (startIndex < 0 || endIndex < 0) | |
{ | |
if (startIndex < 0 && | |
cur->start->x == point.x && | |
cur->start->y == point.y) | |
{ | |
startIndex = hullIndex; | |
} | |
if (endIndex < 0 && | |
cur->end->x == point.x && | |
cur->end->y == point.y) | |
{ | |
endIndex = hullIndex; | |
} | |
} | |
else | |
{ | |
break; | |
} | |
} | |
// Find the defec index by searching between the start and end hull indices. | |
int defectIndex = -1; | |
for (int index = startIndex; index <= std::max(_contourMat.total(), std::size_t(endIndex)); ++index) | |
{ | |
auto point = _contourMat.at<cv::Point2i>(index); | |
if (cur->depth_point->x == point.x && | |
cur->depth_point->y == point.y) | |
{ | |
defectIndex = index; | |
break; | |
} | |
} | |
if (startIndex >= 0 && endIndex >= 0 && defectIndex >= 0) | |
{ | |
cv::Vec4i defect; | |
defect[0] = startIndex; | |
defect[1] = endIndex; | |
defect[2] = defectIndex; | |
defect[3] = cur->depth * 256.0; // Convert it, to match C++ api. | |
convexityDefects.push_back(defect); | |
} | |
else | |
{ | |
ofLogError("ConvexHull::convexityDefects") << "Invalid index."; | |
} | |
} | |
cvReleaseMemStorage(&storage); | |
} |
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// | |
// Copyright (c) 2017 Christopher Baker <https://christopherbaker.net> | |
// | |
// SPDX-License-Identifier: MIT | |
// | |
#pragma once | |
#include "ofxCv.h" | |
class ConvexHull | |
{ | |
public: | |
struct Defect | |
{ | |
/// \brief The index of the point in the original contour. | |
std::size_t index = 0; | |
/// \brief The index of the defect start point in the original contour. | |
/// | |
/// This point corresponds to a point in the convex hull. | |
std::size_t startIndex = 0; | |
/// \brief The index of the defect end point in the original contour. | |
/// | |
/// This point corresponds to a point in the convex hull. | |
std::size_t endIndex = 0; | |
/// \brief The perpendicular intercept between. | |
/// | |
/// The vector describing the perpendicular | |
glm::vec2 defectHullChordNormal; | |
/// \brief The depth of the defect | |
/// | |
/// The normal distance from the hull to the defect. | |
float depth = 0; | |
}; | |
/// \brief Create a convex hull. | |
ConvexHull(); | |
/// \brief Create a cotext hull. | |
/// \param contour The contour to analyze. | |
ConvexHull(const ofPolyline& contour); | |
void setContour(const ofPolyline& contour); | |
/// \brief Get the original contour. | |
ofPolyline contour() const; | |
/// \brief Create the convex hull from the contour. | |
ofPolyline convexHull() const; | |
/// \returns the indices of the contour that represent the convex hull. | |
std::vector<std::size_t> convexHullIndices() const; | |
/// \returns the indices of the contour that represent the convex hull defects. | |
std::vector<Defect> convexHullDefects() const; | |
private: | |
/// \brief The original contour. | |
ofPolyline _contour; | |
/// \brief The indices of the contour that represent the convex hull. | |
std::vector<std::size_t> _convexHullIndices; | |
/// \brief The convex hull. | |
mutable ofPolyline _convexHull; | |
/// \brief the indices of the contour that represent the convex hull defects. | |
std::vector<Defect> _convexHullDefects; | |
/// \brief Custom C++ implementation that finds indices. | |
static void convexityDefects(const cv::Mat& contourMat, | |
const std::vector<int>& hullIndices, | |
std::vector<cv::Vec4i>& convexityDefects); | |
}; |
Thanks, lightning speed!
So most likely an issue with Visual Studio? You developed/tested this on OSX I'm afraid?
Yes, I developed and tested on macos and Linux. So it definitely sounds like a VS bug.
sweet! was a VS bug, thanks a lot for your help!
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They only idea I have is from google / SO
https://stackoverflow.com/questions/52833810/stack-around-the-variable-was-corrupted