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https://github.com/CopterExpress/clover.git
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aruco_map: Try to fix frame drawing bug
`cv::aruco::drawAxis` would attempt to draw detected frame origin even when it's behind the camera. This resulted in an invalid, flipped frame displayed in `/aruco_map/debug`. This commit prevents drawing frame axis if the frame origin (projected to the screen space) is behind the screen plane.
This commit is contained in:
@@ -217,7 +217,7 @@ publish_debug:
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Mat mat = cv_bridge::toCvCopy(image, "bgr8")->image; // copy image as we're planning to modify it
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cv::aruco::drawDetectedMarkers(mat, corners, ids); // draw detected markers
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if (valid) {
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cv::aruco::drawAxis(mat, camera_matrix_, dist_coeffs_, rvec, tvec, 1.0); // draw board axis
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_drawAxis(mat, camera_matrix_, dist_coeffs_, rvec, tvec, 1.0); // draw board axis
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}
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cv_bridge::CvImage out_msg;
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out_msg.header.frame_id = image->header.frame_id;
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@@ -6,6 +6,22 @@
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using namespace cv;
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using namespace cv::aruco;
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static void _cvProjectPoints2( const CvMat* object_points, const CvMat* rotation_vector,
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const CvMat* translation_vector, const CvMat* camera_matrix,
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const CvMat* distortion_coeffs, CvMat* image_points,
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CvMat* dpdrot CV_DEFAULT(NULL), CvMat* dpdt CV_DEFAULT(NULL),
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CvMat* dpdf CV_DEFAULT(NULL), CvMat* dpdc CV_DEFAULT(NULL),
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CvMat* dpddist CV_DEFAULT(NULL),
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double aspect_ratio CV_DEFAULT(0));
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static void _projectPoints( InputArray objectPoints,
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InputArray rvec, InputArray tvec,
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InputArray cameraMatrix, InputArray distCoeffs,
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OutputArray imagePoints,
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OutputArray jacobian = noArray(),
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double aspectRatio = 0 );
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void _drawPlanarBoard(Board *_board, Size outSize, OutputArray _img, int marginSize,
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int borderBits) {
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@@ -85,3 +101,674 @@ void _drawPlanarBoard(Board *_board, Size outSize, OutputArray _img, int marginS
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BORDER_TRANSPARENT);
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}
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}
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void _drawAxis(InputOutputArray _image, InputArray _cameraMatrix, InputArray _distCoeffs,
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InputArray _rvec, InputArray _tvec, float length) {
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CV_Assert(_image.getMat().total() != 0 &&
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(_image.getMat().channels() == 1 || _image.getMat().channels() == 3));
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CV_Assert(length > 0);
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// project axis points
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std::vector< Point3f > axisPoints;
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axisPoints.push_back(Point3f(0, 0, 0));
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axisPoints.push_back(Point3f(length, 0, 0));
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axisPoints.push_back(Point3f(0, length, 0));
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axisPoints.push_back(Point3f(0, 0, length));
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std::vector< Point3f > imagePointsZ;
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_projectPoints(axisPoints, _rvec, _tvec, _cameraMatrix, _distCoeffs, imagePointsZ);
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if (imagePointsZ[0].z < 0)
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{
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// Axis center is behind camera -> don't draw anything
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return;
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}
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// Intersect axis lines with screen plane (they may be outside)
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std::vector<Point2f> imagePoints(4);
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imagePoints[0] = Point2f{imagePointsZ[0].x, imagePointsZ[0].y};
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imagePoints[1] = Point2f{imagePointsZ[1].x, imagePointsZ[1].y};
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imagePoints[2] = Point2f{imagePointsZ[2].x, imagePointsZ[2].y};
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imagePoints[3] = Point2f{imagePointsZ[3].x, imagePointsZ[3].y};
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// draw axis lines
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line(_image, imagePoints[0], imagePoints[1], Scalar(0, 0, 255), 3);
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line(_image, imagePoints[0], imagePoints[2], Scalar(0, 255, 0), 3);
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line(_image, imagePoints[0], imagePoints[3], Scalar(255, 0, 0), 3);
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}
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static CvMat _cvMat(const cv::Mat& m)
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{
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CvMat self;
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CV_DbgAssert(m.dims <= 2);
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self = cvMat(m.rows, m.dims == 1 ? 1 : m.cols, m.type(), m.data);
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self.step = (int)m.step[0];
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self.type = (self.type & ~cv::Mat::CONTINUOUS_FLAG) | (m.flags & cv::Mat::CONTINUOUS_FLAG);
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return self;
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}
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static void _projectPoints( InputArray _opoints,
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InputArray _rvec,
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InputArray _tvec,
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InputArray _cameraMatrix,
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InputArray _distCoeffs,
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OutputArray _ipoints,
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OutputArray _jacobian,
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double aspectRatio )
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{
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Mat opoints = _opoints.getMat();
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int npoints = opoints.checkVector(3), depth = opoints.depth();
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CV_Assert(npoints >= 0 && (depth == CV_32F || depth == CV_64F));
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CvMat dpdrot, dpdt, dpdf, dpdc, dpddist;
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CvMat *pdpdrot=0, *pdpdt=0, *pdpdf=0, *pdpdc=0, *pdpddist=0;
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CV_Assert( _ipoints.needed() );
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_ipoints.create(npoints, 1, CV_MAKETYPE(depth, 3), -1, true);
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Mat imagePoints = _ipoints.getMat();
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CvMat c_imagePoints = _cvMat(imagePoints);
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CvMat c_objectPoints = _cvMat(opoints);
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Mat cameraMatrix = _cameraMatrix.getMat();
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Mat rvec = _rvec.getMat(), tvec = _tvec.getMat();
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CvMat c_cameraMatrix = _cvMat(cameraMatrix);
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CvMat c_rvec = _cvMat(rvec), c_tvec = _cvMat(tvec);
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double dc0buf[5]={0};
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Mat dc0(5,1,CV_64F,dc0buf);
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Mat distCoeffs = _distCoeffs.getMat();
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if( distCoeffs.empty() )
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distCoeffs = dc0;
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CvMat c_distCoeffs = _cvMat(distCoeffs);
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int ndistCoeffs = distCoeffs.rows + distCoeffs.cols - 1;
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Mat jacobian;
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if( _jacobian.needed() )
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{
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_jacobian.create(npoints*2, 3+3+2+2+ndistCoeffs, CV_64F);
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jacobian = _jacobian.getMat();
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pdpdrot = &(dpdrot = _cvMat(jacobian.colRange(0, 3)));
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pdpdt = &(dpdt = _cvMat(jacobian.colRange(3, 6)));
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pdpdf = &(dpdf = _cvMat(jacobian.colRange(6, 8)));
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pdpdc = &(dpdc = _cvMat(jacobian.colRange(8, 10)));
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pdpddist = &(dpddist = _cvMat(jacobian.colRange(10, 10+ndistCoeffs)));
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}
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_cvProjectPoints2( &c_objectPoints, &c_rvec, &c_tvec, &c_cameraMatrix, &c_distCoeffs,
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&c_imagePoints, pdpdrot, pdpdt, pdpdf, pdpdc, pdpddist, aspectRatio );
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}
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namespace _detail
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{
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template <typename FLOAT>
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void computeTiltProjectionMatrix(FLOAT tauX,
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FLOAT tauY,
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Matx<FLOAT, 3, 3>* matTilt = 0,
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Matx<FLOAT, 3, 3>* dMatTiltdTauX = 0,
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Matx<FLOAT, 3, 3>* dMatTiltdTauY = 0,
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Matx<FLOAT, 3, 3>* invMatTilt = 0)
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{
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FLOAT cTauX = cos(tauX);
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FLOAT sTauX = sin(tauX);
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FLOAT cTauY = cos(tauY);
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FLOAT sTauY = sin(tauY);
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Matx<FLOAT, 3, 3> matRotX = Matx<FLOAT, 3, 3>(1,0,0,0,cTauX,sTauX,0,-sTauX,cTauX);
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Matx<FLOAT, 3, 3> matRotY = Matx<FLOAT, 3, 3>(cTauY,0,-sTauY,0,1,0,sTauY,0,cTauY);
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Matx<FLOAT, 3, 3> matRotXY = matRotY * matRotX;
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Matx<FLOAT, 3, 3> matProjZ = Matx<FLOAT, 3, 3>(matRotXY(2,2),0,-matRotXY(0,2),0,matRotXY(2,2),-matRotXY(1,2),0,0,1);
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if (matTilt)
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{
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// Matrix for trapezoidal distortion of tilted image sensor
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*matTilt = matProjZ * matRotXY;
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}
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if (dMatTiltdTauX)
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{
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// Derivative with respect to tauX
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Matx<FLOAT, 3, 3> dMatRotXYdTauX = matRotY * Matx<FLOAT, 3, 3>(0,0,0,0,-sTauX,cTauX,0,-cTauX,-sTauX);
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Matx<FLOAT, 3, 3> dMatProjZdTauX = Matx<FLOAT, 3, 3>(dMatRotXYdTauX(2,2),0,-dMatRotXYdTauX(0,2),
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0,dMatRotXYdTauX(2,2),-dMatRotXYdTauX(1,2),0,0,0);
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*dMatTiltdTauX = (matProjZ * dMatRotXYdTauX) + (dMatProjZdTauX * matRotXY);
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}
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if (dMatTiltdTauY)
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{
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// Derivative with respect to tauY
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Matx<FLOAT, 3, 3> dMatRotXYdTauY = Matx<FLOAT, 3, 3>(-sTauY,0,-cTauY,0,0,0,cTauY,0,-sTauY) * matRotX;
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Matx<FLOAT, 3, 3> dMatProjZdTauY = Matx<FLOAT, 3, 3>(dMatRotXYdTauY(2,2),0,-dMatRotXYdTauY(0,2),
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0,dMatRotXYdTauY(2,2),-dMatRotXYdTauY(1,2),0,0,0);
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*dMatTiltdTauY = (matProjZ * dMatRotXYdTauY) + (dMatProjZdTauY * matRotXY);
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}
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if (invMatTilt)
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{
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FLOAT inv = 1./matRotXY(2,2);
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Matx<FLOAT, 3, 3> invMatProjZ = Matx<FLOAT, 3, 3>(inv,0,inv*matRotXY(0,2),0,inv,inv*matRotXY(1,2),0,0,1);
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*invMatTilt = matRotXY.t()*invMatProjZ;
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}
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}
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}
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static const char* cvDistCoeffErr = "Distortion coefficients must be 1x4, 4x1, 1x5, 5x1, 1x8, 8x1, 1x12, 12x1, 1x14 or 14x1 floating-point vector";
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static void _cvProjectPoints2Internal( const CvMat* objectPoints,
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const CvMat* r_vec,
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const CvMat* t_vec,
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const CvMat* A,
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const CvMat* distCoeffs,
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CvMat* imagePoints, CvMat* dpdr CV_DEFAULT(NULL),
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CvMat* dpdt CV_DEFAULT(NULL), CvMat* dpdf CV_DEFAULT(NULL),
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CvMat* dpdc CV_DEFAULT(NULL), CvMat* dpdk CV_DEFAULT(NULL),
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CvMat* dpdo CV_DEFAULT(NULL),
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double aspectRatio CV_DEFAULT(0) )
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{
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Ptr<CvMat> matM, _m;
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Ptr<CvMat> _dpdr, _dpdt, _dpdc, _dpdf, _dpdk;
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Ptr<CvMat> _dpdo;
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int i, j, count;
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int calc_derivatives;
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const CvPoint3D64f* M;
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CvPoint3D64f* m;
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double r[3], R[9], dRdr[27], t[3], a[9], k[14] = {0,0,0,0,0,0,0,0,0,0,0,0,0,0}, fx, fy, cx, cy;
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Matx33d matTilt = Matx33d::eye();
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Matx33d dMatTiltdTauX(0,0,0,0,0,0,0,-1,0);
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Matx33d dMatTiltdTauY(0,0,0,0,0,0,1,0,0);
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CvMat _r, _t, _a = cvMat( 3, 3, CV_64F, a ), _k;
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CvMat matR = cvMat( 3, 3, CV_64F, R ), _dRdr = cvMat( 3, 9, CV_64F, dRdr );
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double *dpdr_p = 0, *dpdt_p = 0, *dpdk_p = 0, *dpdf_p = 0, *dpdc_p = 0;
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double* dpdo_p = 0;
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int dpdr_step = 0, dpdt_step = 0, dpdk_step = 0, dpdf_step = 0, dpdc_step = 0;
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int dpdo_step = 0;
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bool fixedAspectRatio = aspectRatio > FLT_EPSILON;
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if( !CV_IS_MAT(objectPoints) || !CV_IS_MAT(r_vec) ||
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!CV_IS_MAT(t_vec) || !CV_IS_MAT(A) ||
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/*!CV_IS_MAT(distCoeffs) ||*/ !CV_IS_MAT(imagePoints) )
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CV_Error( CV_StsBadArg, "One of required arguments is not a valid matrix" );
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int total = objectPoints->rows * objectPoints->cols * CV_MAT_CN(objectPoints->type);
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if(total % 3 != 0)
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{
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//we have stopped support of homogeneous coordinates because it cause ambiguity in interpretation of the input data
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CV_Error( CV_StsBadArg, "Homogeneous coordinates are not supported" );
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}
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count = total / 3;
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if( CV_IS_CONT_MAT(objectPoints->type) &&
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(CV_MAT_DEPTH(objectPoints->type) == CV_32F || CV_MAT_DEPTH(objectPoints->type) == CV_64F)&&
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((objectPoints->rows == 1 && CV_MAT_CN(objectPoints->type) == 3) ||
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(objectPoints->rows == count && CV_MAT_CN(objectPoints->type)*objectPoints->cols == 3) ||
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(objectPoints->rows == 3 && CV_MAT_CN(objectPoints->type) == 1 && objectPoints->cols == count)))
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{
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matM.reset(cvCreateMat( objectPoints->rows, objectPoints->cols, CV_MAKETYPE(CV_64F,CV_MAT_CN(objectPoints->type)) ));
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cvConvert(objectPoints, matM);
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}
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else
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{
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// matM = cvCreateMat( 1, count, CV_64FC3 );
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// cvConvertPointsHomogeneous( objectPoints, matM );
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CV_Error( CV_StsBadArg, "Homogeneous coordinates are not supported" );
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}
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if( CV_IS_CONT_MAT(imagePoints->type) &&
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(CV_MAT_DEPTH(imagePoints->type) == CV_32F || CV_MAT_DEPTH(imagePoints->type) == CV_64F) &&
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((imagePoints->rows == 1 && CV_MAT_CN(imagePoints->type) == 3) ||
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(imagePoints->rows == count && CV_MAT_CN(imagePoints->type)*imagePoints->cols == 3) ||
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(imagePoints->rows == 3 && CV_MAT_CN(imagePoints->type) == 1 && imagePoints->cols == count)))
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{
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_m.reset(cvCreateMat( imagePoints->rows, imagePoints->cols, CV_MAKETYPE(CV_64F,CV_MAT_CN(imagePoints->type)) ));
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cvConvert(imagePoints, _m);
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}
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else
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{
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// _m = cvCreateMat( 1, count, CV_64FC2 );
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CV_Error( CV_StsBadArg, "Homogeneous coordinates are not supported" );
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}
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M = (CvPoint3D64f*)matM->data.db;
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m = (CvPoint3D64f*)_m->data.db;
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if( (CV_MAT_DEPTH(r_vec->type) != CV_64F && CV_MAT_DEPTH(r_vec->type) != CV_32F) ||
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(((r_vec->rows != 1 && r_vec->cols != 1) ||
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r_vec->rows*r_vec->cols*CV_MAT_CN(r_vec->type) != 3) &&
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((r_vec->rows != 3 && r_vec->cols != 3) || CV_MAT_CN(r_vec->type) != 1)))
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CV_Error( CV_StsBadArg, "Rotation must be represented by 1x3 or 3x1 "
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"floating-point rotation vector, or 3x3 rotation matrix" );
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if( r_vec->rows == 3 && r_vec->cols == 3 )
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{
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_r = cvMat( 3, 1, CV_64FC1, r );
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cvRodrigues2( r_vec, &_r );
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cvRodrigues2( &_r, &matR, &_dRdr );
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cvCopy( r_vec, &matR );
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}
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else
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{
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_r = cvMat( r_vec->rows, r_vec->cols, CV_MAKETYPE(CV_64F,CV_MAT_CN(r_vec->type)), r );
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cvConvert( r_vec, &_r );
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cvRodrigues2( &_r, &matR, &_dRdr );
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}
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if( (CV_MAT_DEPTH(t_vec->type) != CV_64F && CV_MAT_DEPTH(t_vec->type) != CV_32F) ||
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(t_vec->rows != 1 && t_vec->cols != 1) ||
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t_vec->rows*t_vec->cols*CV_MAT_CN(t_vec->type) != 3 )
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CV_Error( CV_StsBadArg,
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"Translation vector must be 1x3 or 3x1 floating-point vector" );
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_t = cvMat( t_vec->rows, t_vec->cols, CV_MAKETYPE(CV_64F,CV_MAT_CN(t_vec->type)), t );
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cvConvert( t_vec, &_t );
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if( (CV_MAT_TYPE(A->type) != CV_64FC1 && CV_MAT_TYPE(A->type) != CV_32FC1) ||
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A->rows != 3 || A->cols != 3 )
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CV_Error( CV_StsBadArg, "Instrinsic parameters must be 3x3 floating-point matrix" );
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cvConvert( A, &_a );
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fx = a[0]; fy = a[4];
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cx = a[2]; cy = a[5];
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if( fixedAspectRatio )
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fx = fy*aspectRatio;
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if( distCoeffs )
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{
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if( !CV_IS_MAT(distCoeffs) ||
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(CV_MAT_DEPTH(distCoeffs->type) != CV_64F &&
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CV_MAT_DEPTH(distCoeffs->type) != CV_32F) ||
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(distCoeffs->rows != 1 && distCoeffs->cols != 1) ||
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(distCoeffs->rows*distCoeffs->cols*CV_MAT_CN(distCoeffs->type) != 4 &&
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distCoeffs->rows*distCoeffs->cols*CV_MAT_CN(distCoeffs->type) != 5 &&
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distCoeffs->rows*distCoeffs->cols*CV_MAT_CN(distCoeffs->type) != 8 &&
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distCoeffs->rows*distCoeffs->cols*CV_MAT_CN(distCoeffs->type) != 12 &&
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distCoeffs->rows*distCoeffs->cols*CV_MAT_CN(distCoeffs->type) != 14) )
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CV_Error( CV_StsBadArg, cvDistCoeffErr );
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_k = cvMat( distCoeffs->rows, distCoeffs->cols,
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CV_MAKETYPE(CV_64F,CV_MAT_CN(distCoeffs->type)), k );
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cvConvert( distCoeffs, &_k );
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if(k[12] != 0 || k[13] != 0)
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{
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_detail::computeTiltProjectionMatrix(k[12], k[13],
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&matTilt, &dMatTiltdTauX, &dMatTiltdTauY);
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}
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}
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if( dpdr )
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{
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if( !CV_IS_MAT(dpdr) ||
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(CV_MAT_TYPE(dpdr->type) != CV_32FC1 &&
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CV_MAT_TYPE(dpdr->type) != CV_64FC1) ||
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dpdr->rows != count*2 || dpdr->cols != 3 )
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CV_Error( CV_StsBadArg, "dp/drot must be 2Nx3 floating-point matrix" );
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if( CV_MAT_TYPE(dpdr->type) == CV_64FC1 )
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{
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_dpdr.reset(cvCloneMat(dpdr));
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}
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else
|
||||
_dpdr.reset(cvCreateMat( 2*count, 3, CV_64FC1 ));
|
||||
dpdr_p = _dpdr->data.db;
|
||||
dpdr_step = _dpdr->step/sizeof(dpdr_p[0]);
|
||||
}
|
||||
|
||||
if( dpdt )
|
||||
{
|
||||
if( !CV_IS_MAT(dpdt) ||
|
||||
(CV_MAT_TYPE(dpdt->type) != CV_32FC1 &&
|
||||
CV_MAT_TYPE(dpdt->type) != CV_64FC1) ||
|
||||
dpdt->rows != count*2 || dpdt->cols != 3 )
|
||||
CV_Error( CV_StsBadArg, "dp/dT must be 2Nx3 floating-point matrix" );
|
||||
|
||||
if( CV_MAT_TYPE(dpdt->type) == CV_64FC1 )
|
||||
{
|
||||
_dpdt.reset(cvCloneMat(dpdt));
|
||||
}
|
||||
else
|
||||
_dpdt.reset(cvCreateMat( 2*count, 3, CV_64FC1 ));
|
||||
dpdt_p = _dpdt->data.db;
|
||||
dpdt_step = _dpdt->step/sizeof(dpdt_p[0]);
|
||||
}
|
||||
|
||||
if( dpdf )
|
||||
{
|
||||
if( !CV_IS_MAT(dpdf) ||
|
||||
(CV_MAT_TYPE(dpdf->type) != CV_32FC1 && CV_MAT_TYPE(dpdf->type) != CV_64FC1) ||
|
||||
dpdf->rows != count*2 || dpdf->cols != 2 )
|
||||
CV_Error( CV_StsBadArg, "dp/df must be 2Nx2 floating-point matrix" );
|
||||
|
||||
if( CV_MAT_TYPE(dpdf->type) == CV_64FC1 )
|
||||
{
|
||||
_dpdf.reset(cvCloneMat(dpdf));
|
||||
}
|
||||
else
|
||||
_dpdf.reset(cvCreateMat( 2*count, 2, CV_64FC1 ));
|
||||
dpdf_p = _dpdf->data.db;
|
||||
dpdf_step = _dpdf->step/sizeof(dpdf_p[0]);
|
||||
}
|
||||
|
||||
if( dpdc )
|
||||
{
|
||||
if( !CV_IS_MAT(dpdc) ||
|
||||
(CV_MAT_TYPE(dpdc->type) != CV_32FC1 && CV_MAT_TYPE(dpdc->type) != CV_64FC1) ||
|
||||
dpdc->rows != count*2 || dpdc->cols != 2 )
|
||||
CV_Error( CV_StsBadArg, "dp/dc must be 2Nx2 floating-point matrix" );
|
||||
|
||||
if( CV_MAT_TYPE(dpdc->type) == CV_64FC1 )
|
||||
{
|
||||
_dpdc.reset(cvCloneMat(dpdc));
|
||||
}
|
||||
else
|
||||
_dpdc.reset(cvCreateMat( 2*count, 2, CV_64FC1 ));
|
||||
dpdc_p = _dpdc->data.db;
|
||||
dpdc_step = _dpdc->step/sizeof(dpdc_p[0]);
|
||||
}
|
||||
|
||||
if( dpdk )
|
||||
{
|
||||
if( !CV_IS_MAT(dpdk) ||
|
||||
(CV_MAT_TYPE(dpdk->type) != CV_32FC1 && CV_MAT_TYPE(dpdk->type) != CV_64FC1) ||
|
||||
dpdk->rows != count*2 || (dpdk->cols != 14 && dpdk->cols != 12 && dpdk->cols != 8 && dpdk->cols != 5 && dpdk->cols != 4 && dpdk->cols != 2) )
|
||||
CV_Error( CV_StsBadArg, "dp/df must be 2Nx14, 2Nx12, 2Nx8, 2Nx5, 2Nx4 or 2Nx2 floating-point matrix" );
|
||||
|
||||
if( !distCoeffs )
|
||||
CV_Error( CV_StsNullPtr, "distCoeffs is NULL while dpdk is not" );
|
||||
|
||||
if( CV_MAT_TYPE(dpdk->type) == CV_64FC1 )
|
||||
{
|
||||
_dpdk.reset(cvCloneMat(dpdk));
|
||||
}
|
||||
else
|
||||
_dpdk.reset(cvCreateMat( dpdk->rows, dpdk->cols, CV_64FC1 ));
|
||||
dpdk_p = _dpdk->data.db;
|
||||
dpdk_step = _dpdk->step/sizeof(dpdk_p[0]);
|
||||
}
|
||||
|
||||
if( dpdo )
|
||||
{
|
||||
if( !CV_IS_MAT( dpdo ) || ( CV_MAT_TYPE( dpdo->type ) != CV_32FC1
|
||||
&& CV_MAT_TYPE( dpdo->type ) != CV_64FC1 )
|
||||
|| dpdo->rows != count * 2 || dpdo->cols != count * 3 )
|
||||
CV_Error( CV_StsBadArg, "dp/do must be 2Nx3N floating-point matrix" );
|
||||
|
||||
if( CV_MAT_TYPE( dpdo->type ) == CV_64FC1 )
|
||||
{
|
||||
_dpdo.reset( cvCloneMat( dpdo ) );
|
||||
}
|
||||
else
|
||||
_dpdo.reset( cvCreateMat( 2 * count, 3 * count, CV_64FC1 ) );
|
||||
cvZero(_dpdo);
|
||||
dpdo_p = _dpdo->data.db;
|
||||
dpdo_step = _dpdo->step / sizeof( dpdo_p[0] );
|
||||
}
|
||||
|
||||
calc_derivatives = dpdr || dpdt || dpdf || dpdc || dpdk || dpdo;
|
||||
|
||||
for( i = 0; i < count; i++ )
|
||||
{
|
||||
double X = M[i].x, Y = M[i].y, Z = M[i].z;
|
||||
double x = R[0]*X + R[1]*Y + R[2]*Z + t[0];
|
||||
double y = R[3]*X + R[4]*Y + R[5]*Z + t[1];
|
||||
double z = R[6]*X + R[7]*Y + R[8]*Z + t[2];
|
||||
double r2, r4, r6, a1, a2, a3, cdist, icdist2;
|
||||
double xd, yd, xd0, yd0, invProj;
|
||||
Vec3d vecTilt;
|
||||
Vec3d dVecTilt;
|
||||
Matx22d dMatTilt;
|
||||
Vec2d dXdYd;
|
||||
|
||||
double z0 = z;
|
||||
z = z ? 1./z : 1;
|
||||
x *= z; y *= z;
|
||||
|
||||
r2 = x*x + y*y;
|
||||
r4 = r2*r2;
|
||||
r6 = r4*r2;
|
||||
a1 = 2*x*y;
|
||||
a2 = r2 + 2*x*x;
|
||||
a3 = r2 + 2*y*y;
|
||||
cdist = 1 + k[0]*r2 + k[1]*r4 + k[4]*r6;
|
||||
icdist2 = 1./(1 + k[5]*r2 + k[6]*r4 + k[7]*r6);
|
||||
xd0 = x*cdist*icdist2 + k[2]*a1 + k[3]*a2 + k[8]*r2+k[9]*r4;
|
||||
yd0 = y*cdist*icdist2 + k[2]*a3 + k[3]*a1 + k[10]*r2+k[11]*r4;
|
||||
|
||||
// additional distortion by projecting onto a tilt plane
|
||||
vecTilt = matTilt*Vec3d(xd0, yd0, 1);
|
||||
invProj = vecTilt(2) ? 1./vecTilt(2) : 1;
|
||||
xd = invProj * vecTilt(0);
|
||||
yd = invProj * vecTilt(1);
|
||||
|
||||
m[i].x = xd*fx + cx;
|
||||
m[i].y = yd*fy + cy;
|
||||
m[i].z = z; // Just put the projected Z coordinate here, we mainly care about the sign
|
||||
|
||||
if( calc_derivatives )
|
||||
{
|
||||
if( dpdc_p )
|
||||
{
|
||||
dpdc_p[0] = 1; dpdc_p[1] = 0; // dp_xdc_x; dp_xdc_y
|
||||
dpdc_p[dpdc_step] = 0;
|
||||
dpdc_p[dpdc_step+1] = 1;
|
||||
dpdc_p += dpdc_step*2;
|
||||
}
|
||||
|
||||
if( dpdf_p )
|
||||
{
|
||||
if( fixedAspectRatio )
|
||||
{
|
||||
dpdf_p[0] = 0; dpdf_p[1] = xd*aspectRatio; // dp_xdf_x; dp_xdf_y
|
||||
dpdf_p[dpdf_step] = 0;
|
||||
dpdf_p[dpdf_step+1] = yd;
|
||||
}
|
||||
else
|
||||
{
|
||||
dpdf_p[0] = xd; dpdf_p[1] = 0;
|
||||
dpdf_p[dpdf_step] = 0;
|
||||
dpdf_p[dpdf_step+1] = yd;
|
||||
}
|
||||
dpdf_p += dpdf_step*2;
|
||||
}
|
||||
for (int row = 0; row < 2; ++row)
|
||||
for (int col = 0; col < 2; ++col)
|
||||
dMatTilt(row,col) = matTilt(row,col)*vecTilt(2)
|
||||
- matTilt(2,col)*vecTilt(row);
|
||||
double invProjSquare = (invProj*invProj);
|
||||
dMatTilt *= invProjSquare;
|
||||
if( dpdk_p )
|
||||
{
|
||||
dXdYd = dMatTilt*Vec2d(x*icdist2*r2, y*icdist2*r2);
|
||||
dpdk_p[0] = fx*dXdYd(0);
|
||||
dpdk_p[dpdk_step] = fy*dXdYd(1);
|
||||
dXdYd = dMatTilt*Vec2d(x*icdist2*r4, y*icdist2*r4);
|
||||
dpdk_p[1] = fx*dXdYd(0);
|
||||
dpdk_p[dpdk_step+1] = fy*dXdYd(1);
|
||||
if( _dpdk->cols > 2 )
|
||||
{
|
||||
dXdYd = dMatTilt*Vec2d(a1, a3);
|
||||
dpdk_p[2] = fx*dXdYd(0);
|
||||
dpdk_p[dpdk_step+2] = fy*dXdYd(1);
|
||||
dXdYd = dMatTilt*Vec2d(a2, a1);
|
||||
dpdk_p[3] = fx*dXdYd(0);
|
||||
dpdk_p[dpdk_step+3] = fy*dXdYd(1);
|
||||
if( _dpdk->cols > 4 )
|
||||
{
|
||||
dXdYd = dMatTilt*Vec2d(x*icdist2*r6, y*icdist2*r6);
|
||||
dpdk_p[4] = fx*dXdYd(0);
|
||||
dpdk_p[dpdk_step+4] = fy*dXdYd(1);
|
||||
|
||||
if( _dpdk->cols > 5 )
|
||||
{
|
||||
dXdYd = dMatTilt*Vec2d(
|
||||
x*cdist*(-icdist2)*icdist2*r2, y*cdist*(-icdist2)*icdist2*r2);
|
||||
dpdk_p[5] = fx*dXdYd(0);
|
||||
dpdk_p[dpdk_step+5] = fy*dXdYd(1);
|
||||
dXdYd = dMatTilt*Vec2d(
|
||||
x*cdist*(-icdist2)*icdist2*r4, y*cdist*(-icdist2)*icdist2*r4);
|
||||
dpdk_p[6] = fx*dXdYd(0);
|
||||
dpdk_p[dpdk_step+6] = fy*dXdYd(1);
|
||||
dXdYd = dMatTilt*Vec2d(
|
||||
x*cdist*(-icdist2)*icdist2*r6, y*cdist*(-icdist2)*icdist2*r6);
|
||||
dpdk_p[7] = fx*dXdYd(0);
|
||||
dpdk_p[dpdk_step+7] = fy*dXdYd(1);
|
||||
if( _dpdk->cols > 8 )
|
||||
{
|
||||
dXdYd = dMatTilt*Vec2d(r2, 0);
|
||||
dpdk_p[8] = fx*dXdYd(0); //s1
|
||||
dpdk_p[dpdk_step+8] = fy*dXdYd(1); //s1
|
||||
dXdYd = dMatTilt*Vec2d(r4, 0);
|
||||
dpdk_p[9] = fx*dXdYd(0); //s2
|
||||
dpdk_p[dpdk_step+9] = fy*dXdYd(1); //s2
|
||||
dXdYd = dMatTilt*Vec2d(0, r2);
|
||||
dpdk_p[10] = fx*dXdYd(0);//s3
|
||||
dpdk_p[dpdk_step+10] = fy*dXdYd(1); //s3
|
||||
dXdYd = dMatTilt*Vec2d(0, r4);
|
||||
dpdk_p[11] = fx*dXdYd(0);//s4
|
||||
dpdk_p[dpdk_step+11] = fy*dXdYd(1); //s4
|
||||
if( _dpdk->cols > 12 )
|
||||
{
|
||||
dVecTilt = dMatTiltdTauX * Vec3d(xd0, yd0, 1);
|
||||
dpdk_p[12] = fx * invProjSquare * (
|
||||
dVecTilt(0) * vecTilt(2) - dVecTilt(2) * vecTilt(0));
|
||||
dpdk_p[dpdk_step+12] = fy*invProjSquare * (
|
||||
dVecTilt(1) * vecTilt(2) - dVecTilt(2) * vecTilt(1));
|
||||
dVecTilt = dMatTiltdTauY * Vec3d(xd0, yd0, 1);
|
||||
dpdk_p[13] = fx * invProjSquare * (
|
||||
dVecTilt(0) * vecTilt(2) - dVecTilt(2) * vecTilt(0));
|
||||
dpdk_p[dpdk_step+13] = fy * invProjSquare * (
|
||||
dVecTilt(1) * vecTilt(2) - dVecTilt(2) * vecTilt(1));
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
dpdk_p += dpdk_step*2;
|
||||
}
|
||||
|
||||
if( dpdt_p )
|
||||
{
|
||||
double dxdt[] = { z, 0, -x*z }, dydt[] = { 0, z, -y*z };
|
||||
for( j = 0; j < 3; j++ )
|
||||
{
|
||||
double dr2dt = 2*x*dxdt[j] + 2*y*dydt[j];
|
||||
double dcdist_dt = k[0]*dr2dt + 2*k[1]*r2*dr2dt + 3*k[4]*r4*dr2dt;
|
||||
double dicdist2_dt = -icdist2*icdist2*(k[5]*dr2dt + 2*k[6]*r2*dr2dt + 3*k[7]*r4*dr2dt);
|
||||
double da1dt = 2*(x*dydt[j] + y*dxdt[j]);
|
||||
double dmxdt = (dxdt[j]*cdist*icdist2 + x*dcdist_dt*icdist2 + x*cdist*dicdist2_dt +
|
||||
k[2]*da1dt + k[3]*(dr2dt + 4*x*dxdt[j]) + k[8]*dr2dt + 2*r2*k[9]*dr2dt);
|
||||
double dmydt = (dydt[j]*cdist*icdist2 + y*dcdist_dt*icdist2 + y*cdist*dicdist2_dt +
|
||||
k[2]*(dr2dt + 4*y*dydt[j]) + k[3]*da1dt + k[10]*dr2dt + 2*r2*k[11]*dr2dt);
|
||||
dXdYd = dMatTilt*Vec2d(dmxdt, dmydt);
|
||||
dpdt_p[j] = fx*dXdYd(0);
|
||||
dpdt_p[dpdt_step+j] = fy*dXdYd(1);
|
||||
}
|
||||
dpdt_p += dpdt_step*2;
|
||||
}
|
||||
|
||||
if( dpdr_p )
|
||||
{
|
||||
double dx0dr[] =
|
||||
{
|
||||
X*dRdr[0] + Y*dRdr[1] + Z*dRdr[2],
|
||||
X*dRdr[9] + Y*dRdr[10] + Z*dRdr[11],
|
||||
X*dRdr[18] + Y*dRdr[19] + Z*dRdr[20]
|
||||
};
|
||||
double dy0dr[] =
|
||||
{
|
||||
X*dRdr[3] + Y*dRdr[4] + Z*dRdr[5],
|
||||
X*dRdr[12] + Y*dRdr[13] + Z*dRdr[14],
|
||||
X*dRdr[21] + Y*dRdr[22] + Z*dRdr[23]
|
||||
};
|
||||
double dz0dr[] =
|
||||
{
|
||||
X*dRdr[6] + Y*dRdr[7] + Z*dRdr[8],
|
||||
X*dRdr[15] + Y*dRdr[16] + Z*dRdr[17],
|
||||
X*dRdr[24] + Y*dRdr[25] + Z*dRdr[26]
|
||||
};
|
||||
for( j = 0; j < 3; j++ )
|
||||
{
|
||||
double dxdr = z*(dx0dr[j] - x*dz0dr[j]);
|
||||
double dydr = z*(dy0dr[j] - y*dz0dr[j]);
|
||||
double dr2dr = 2*x*dxdr + 2*y*dydr;
|
||||
double dcdist_dr = (k[0] + 2*k[1]*r2 + 3*k[4]*r4)*dr2dr;
|
||||
double dicdist2_dr = -icdist2*icdist2*(k[5] + 2*k[6]*r2 + 3*k[7]*r4)*dr2dr;
|
||||
double da1dr = 2*(x*dydr + y*dxdr);
|
||||
double dmxdr = (dxdr*cdist*icdist2 + x*dcdist_dr*icdist2 + x*cdist*dicdist2_dr +
|
||||
k[2]*da1dr + k[3]*(dr2dr + 4*x*dxdr) + (k[8] + 2*r2*k[9])*dr2dr);
|
||||
double dmydr = (dydr*cdist*icdist2 + y*dcdist_dr*icdist2 + y*cdist*dicdist2_dr +
|
||||
k[2]*(dr2dr + 4*y*dydr) + k[3]*da1dr + (k[10] + 2*r2*k[11])*dr2dr);
|
||||
dXdYd = dMatTilt*Vec2d(dmxdr, dmydr);
|
||||
dpdr_p[j] = fx*dXdYd(0);
|
||||
dpdr_p[dpdr_step+j] = fy*dXdYd(1);
|
||||
}
|
||||
dpdr_p += dpdr_step*2;
|
||||
}
|
||||
|
||||
if( dpdo_p )
|
||||
{
|
||||
double dxdo[] = { z * ( R[0] - x * z * z0 * R[6] ),
|
||||
z * ( R[1] - x * z * z0 * R[7] ),
|
||||
z * ( R[2] - x * z * z0 * R[8] ) };
|
||||
double dydo[] = { z * ( R[3] - y * z * z0 * R[6] ),
|
||||
z * ( R[4] - y * z * z0 * R[7] ),
|
||||
z * ( R[5] - y * z * z0 * R[8] ) };
|
||||
for( j = 0; j < 3; j++ )
|
||||
{
|
||||
double dr2do = 2 * x * dxdo[j] + 2 * y * dydo[j];
|
||||
double dr4do = 2 * r2 * dr2do;
|
||||
double dr6do = 3 * r4 * dr2do;
|
||||
double da1do = 2 * y * dxdo[j] + 2 * x * dydo[j];
|
||||
double da2do = dr2do + 4 * x * dxdo[j];
|
||||
double da3do = dr2do + 4 * y * dydo[j];
|
||||
double dcdist_do
|
||||
= k[0] * dr2do + k[1] * dr4do + k[4] * dr6do;
|
||||
double dicdist2_do = -icdist2 * icdist2
|
||||
* ( k[5] * dr2do + k[6] * dr4do + k[7] * dr6do );
|
||||
double dxd0_do = cdist * icdist2 * dxdo[j]
|
||||
+ x * icdist2 * dcdist_do + x * cdist * dicdist2_do
|
||||
+ k[2] * da1do + k[3] * da2do + k[8] * dr2do
|
||||
+ k[9] * dr4do;
|
||||
double dyd0_do = cdist * icdist2 * dydo[j]
|
||||
+ y * icdist2 * dcdist_do + y * cdist * dicdist2_do
|
||||
+ k[2] * da3do + k[3] * da1do + k[10] * dr2do
|
||||
+ k[11] * dr4do;
|
||||
dXdYd = dMatTilt * Vec2d( dxd0_do, dyd0_do );
|
||||
dpdo_p[i * 3 + j] = fx * dXdYd( 0 );
|
||||
dpdo_p[dpdo_step + i * 3 + j] = fy * dXdYd( 1 );
|
||||
}
|
||||
dpdo_p += dpdo_step * 2;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
if( _m != imagePoints )
|
||||
cvConvert( _m, imagePoints );
|
||||
|
||||
if( _dpdr != dpdr )
|
||||
cvConvert( _dpdr, dpdr );
|
||||
|
||||
if( _dpdt != dpdt )
|
||||
cvConvert( _dpdt, dpdt );
|
||||
|
||||
if( _dpdf != dpdf )
|
||||
cvConvert( _dpdf, dpdf );
|
||||
|
||||
if( _dpdc != dpdc )
|
||||
cvConvert( _dpdc, dpdc );
|
||||
|
||||
if( _dpdk != dpdk )
|
||||
cvConvert( _dpdk, dpdk );
|
||||
|
||||
if( _dpdo != dpdo )
|
||||
cvConvert( _dpdo, dpdo );
|
||||
}
|
||||
|
||||
static void _cvProjectPoints2( const CvMat* objectPoints,
|
||||
const CvMat* r_vec,
|
||||
const CvMat* t_vec,
|
||||
const CvMat* A,
|
||||
const CvMat* distCoeffs,
|
||||
CvMat* imagePoints, CvMat* dpdr,
|
||||
CvMat* dpdt, CvMat* dpdf,
|
||||
CvMat* dpdc, CvMat* dpdk,
|
||||
double aspectRatio )
|
||||
{
|
||||
_cvProjectPoints2Internal( objectPoints, r_vec, t_vec, A, distCoeffs, imagePoints, dpdr, dpdt,
|
||||
dpdf, dpdc, dpdk, NULL, aspectRatio );
|
||||
}
|
||||
|
||||
@@ -4,3 +4,5 @@
|
||||
#include <opencv2/aruco.hpp>
|
||||
|
||||
void _drawPlanarBoard(cv::aruco::Board *_board, cv::Size outSize, cv::OutputArray _img, int marginSize, int borderBits);
|
||||
void _drawAxis(cv::InputOutputArray image, cv::InputArray cameraMatrix, cv::InputArray distCoeffs,
|
||||
cv::InputArray rvec, cv::InputArray tvec, float length);
|
||||
Reference in New Issue
Block a user