fixed pixel position return value
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@ -127,9 +127,7 @@ struct Feature {
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bool initializeAnchor(
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const movingWindow& cam0_moving_window,
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const cv::Vec4d& intrinsics,
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const std::string& distortion_model,
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const cv::Vec4d& distortion_coeffs);
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const CameraCalibration& cam);
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/*
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@ -150,9 +148,7 @@ struct Feature {
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inline cv::Point2f projectPositionToCamera(
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const CAMState& cam_state,
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const StateIDType& cam_state_id,
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const cv::Vec4d& intrinsics,
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const std::string& distortion_model,
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const cv::Vec4d& distortion_coeffs,
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const CameraCalibration& cam,
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Eigen::Vector3d& in_p) const;
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/*
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@ -164,9 +160,7 @@ struct Feature {
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bool IrradianceOfAnchorPatch(
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const CAMState& cam_state,
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const StateIDType& cam_state_id,
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const cv::Vec4d& intrinsics,
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const std::string& distortion_model,
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const cv::Vec4d& distortion_coeffs,
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const CameraCalibration& cam,
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const movingWindow& cam0_moving_window,
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std::vector<uint8_t>& anchorPatch_measurement) const;
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@ -174,11 +168,8 @@ struct Feature {
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* @brief projectPixelToPosition uses the calcualted pixels
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* of the anchor patch to generate 3D positions of all of em
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*/
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inline bool projectPixelToPosition(cv::Point2f in_p,
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Eigen::Vector3d& out_p,
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const cv::Vec4d& intrinsics,
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const std::string& distortion_model,
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const cv::Vec4d& distortion_coeffs);
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inline Eigen::Vector3d projectPixelToPosition(cv::Point2f in_p,
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const CameraCalibration& cam);
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/*
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* @brief Irradiance returns irradiance value of a pixel
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@ -362,16 +353,14 @@ bool Feature::checkMotion(
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bool Feature::IrradianceOfAnchorPatch(
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const CAMState& cam_state,
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const StateIDType& cam_state_id,
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const cv::Vec4d& intrinsics,
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const std::string& distortion_model,
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const cv::Vec4d& distortion_coeffs,
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const CameraCalibration& cam,
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const movingWindow& cam0_moving_window,
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std::vector<uint8_t>& anchorPatch_measurement) const
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{
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//project every point in anchorPatch_3d.
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for (auto point : anchorPatch_3d)
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{
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cv::Point2f p_in_c0 = projectPositionToCamera(cam_state, cam_state_id, intrinsics, distortion_model, distortion_coeffs, point);
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cv::Point2f p_in_c0 = projectPositionToCamera(cam_state, cam_state_id, cam, point);
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uint8_t irradiance = Irradiance(p_in_c0 , cam0_moving_window.find(cam_state_id)->second);
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anchorPatch_measurement.push_back(irradiance);
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}
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@ -385,9 +374,7 @@ uint8_t Feature::Irradiance(cv::Point2f pose, cv::Mat image) const
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cv::Point2f Feature::projectPositionToCamera(
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const CAMState& cam_state,
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const StateIDType& cam_state_id,
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const cv::Vec4d& intrinsics,
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const std::string& distortion_model,
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const cv::Vec4d& distortion_coeffs,
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const CameraCalibration& cam,
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Eigen::Vector3d& in_p) const
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{
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Eigen::Isometry3d T_c0_w;
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@ -402,23 +389,17 @@ cv::Point2f Feature::projectPositionToCamera(
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out_p = cv::Point2f(p_c0(0)/p_c0(2), p_c0(1)/p_c0(2));
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std::vector<cv::Point2f> out_v;
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out_v.push_back(out_p);
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std::vector<cv::Point2f> my_p = image_handler::distortPoints( out_v,
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intrinsics,
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distortion_model,
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distortion_coeffs);
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std::vector<cv::Point2f> my_p = image_handler::distortPoints(out_v, cam.intrinsics, cam.distortion_model, cam.distortion_coeffs);
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// printf("truPosition: %f, %f, %f\n", position.x(), position.y(), position.z());
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// printf("camPosition: %f, %f, %f\n", p_c0(0), p_c0(1), p_c0(2));
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// printf("Photo projection: %f, %f\n", my_p[0].x, my_p[0].y);
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return out_p;
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return my_p[0];
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}
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bool Feature::projectPixelToPosition(cv::Point2f in_p,
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Eigen::Vector3d& out_p,
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const cv::Vec4d& intrinsics,
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const std::string& distortion_model,
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const cv::Vec4d& distortion_coeffs)
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Eigen::Vector3d Feature::projectPixelToPosition(cv::Point2f in_p,
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const CameraCalibration& cam)
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{
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// use undistorted position of point of interest
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// project it back into 3D space using pinhole model
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@ -426,7 +407,7 @@ bool Feature::projectPixelToPosition(cv::Point2f in_p,
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Eigen::Vector3d PositionInCamera(in_p.x/rho, in_p.y/rho, 1/rho);
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Eigen::Vector3d PositionInWorld= T_anchor_w.linear()*PositionInCamera + T_anchor_w.translation();
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anchorPatch_3d.push_back(PositionInWorld);
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return PositionInWorld;
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//printf("%f, %f, %f\n",PositionInWorld[0], PositionInWorld[1], PositionInWorld[2]);
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}
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@ -434,9 +415,7 @@ bool Feature::projectPixelToPosition(cv::Point2f in_p,
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//@test center projection must always be initial feature projection
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bool Feature::initializeAnchor(
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const movingWindow& cam0_moving_window,
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const cv::Vec4d& intrinsics,
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const std::string& distortion_model,
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const cv::Vec4d& distortion_coeffs)
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const CameraCalibration& cam)
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{
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int N = 3;
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@ -447,8 +426,8 @@ bool Feature::initializeAnchor(
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return false;
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cv::Mat anchorImage = cam0_moving_window.find(anchor->first)->second;
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auto u = anchor->second(0)*intrinsics[0] + intrinsics[2];
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auto v = anchor->second(1)*intrinsics[1] + intrinsics[3];
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auto u = anchor->second(0)*cam.intrinsics[0] + cam.intrinsics[2];
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auto v = anchor->second(1)*cam.intrinsics[1] + cam.intrinsics[3];
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int count = 0;
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//go through surrounding pixels
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@ -457,12 +436,9 @@ bool Feature::initializeAnchor(
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for(double v_run = v - n; v_run <= v + n; v_run = v_run + 1)
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{
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anchorPatch.push_back(anchorImage.at<uint8_t>((int)u_run,(int)v_run));
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Eigen::Vector3d Npose;
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projectPixelToPosition(cv::Point2f((u_run-intrinsics[2])/intrinsics[0], (v_run-intrinsics[3])/intrinsics[1]),
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Npose,
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intrinsics,
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distortion_model,
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distortion_coeffs);
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cv::Point2f currentPoint((u_run-cam.intrinsics[2])/cam.intrinsics[0], (v_run-cam.intrinsics[3])/cam.intrinsics[1]);
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Eigen::Vector3d Npose = projectPixelToPosition(currentPoint, cam);
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anchorPatch_3d.push_back(Npose);
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}
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}
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@ -904,8 +904,7 @@ void MsckfVio::PhotometricMeasurementJacobian(
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//photometric observation
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std::vector<uint8_t> photo_z;
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feature.IrradianceOfAnchorPatch(cam_state, cam_state_id, cam0.intrinsics, cam0.distortion_model, cam0.distortion_coeffs, cam0_moving_window, photo_z);
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feature.IrradianceOfAnchorPatch(cam_state, cam_state_id, cam0, cam0_moving_window, photo_z);
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// Convert the feature position from the world frame to
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// the cam0 and cam1 frame.
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@ -1316,7 +1315,7 @@ void MsckfVio::removeLostFeatures() {
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}
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}
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if(!feature.initializeAnchor(cam0_moving_window, cam0.intrinsics, cam0.distortion_model, cam0.distortion_coeffs))
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if(!feature.initializeAnchor(cam0_moving_window, cam0))
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{
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invalid_feature_ids.push_back(feature.id);
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continue;
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@ -1470,7 +1469,7 @@ void MsckfVio::pruneCamStateBuffer() {
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}
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}
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if(!feature.initializeAnchor(cam0_moving_window, cam0.intrinsics, cam0.distortion_model, cam0.distortion_coeffs))
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if(!feature.initializeAnchor(cam0_moving_window, cam0))
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{
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for (const auto& cam_id : involved_cam_state_ids)
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feature.observations.erase(cam_id);
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