uncommented stuff
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@ -22,10 +22,10 @@
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<!-- Debugging Flaggs -->
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<!-- Debugging Flaggs -->
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<param name="StreamPause" value="true"/>
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<param name="StreamPause" value="true"/>
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<param name="PrintImages" value="true"/>
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<param name="PrintImages" value="false"/>
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<param name="GroundTruth" value="false"/>
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<param name="GroundTruth" value="false"/>
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<param name="patch_size_n" value="5"/>
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<param name="patch_size_n" value="1"/>
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<!-- Calibration parameters -->
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<!-- Calibration parameters -->
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<rosparam command="load" file="$(arg calibration_file)"/>
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<rosparam command="load" file="$(arg calibration_file)"/>
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@ -554,15 +554,19 @@ void MsckfVio::manageMovingWindow(
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// undistort Images
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// undistort Images
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const cv::Matx33d K(cam0.intrinsics[0], 0.0, cam0.intrinsics[2],
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0.0, cam0.intrinsics[1], cam0.intrinsics[3],
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0.0, 0.0, 1.0);
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//cv::Mat undistortedCam0;
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cv::Mat undistortedCam0;
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//cv::Mat undistortedCam1;
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cv::Mat undistortedCam1;
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//image_handler::undistortImage(cam0.moving_window[state_server.imu_state.id].image, undistortedCam0, cam0.distortion_model, cam0.intrinsics, cam0.distortion_coeffs);
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image_handler::undistortImage(cam0.moving_window[state_server.imu_state.id].image, undistortedCam0, cam0.distortion_model, cam0.intrinsics, cam0.distortion_coeffs);
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//image_handler::undistortImage(cam1.moving_window[state_server.imu_state.id].image, undistortedCam1, cam1.distortion_model, cam1.intrinsics, cam1.distortion_coeffs);
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image_handler::undistortImage(cam1.moving_window[state_server.imu_state.id].image, undistortedCam1, cam1.distortion_model, cam1.intrinsics, cam1.distortion_coeffs);
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//cam0.moving_window[state_server.imu_state.id].image = undistortedCam0.clone();
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cam0.moving_window[state_server.imu_state.id].image = undistortedCam0.clone();
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//cam1.moving_window[state_server.imu_state.id].image = undistortedCam1.clone();
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cam1.moving_window[state_server.imu_state.id].image = undistortedCam1.clone();
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//TODO handle any massive overflow correctly (should be pruned, before this ever triggers)
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//TODO handle any massive overflow correctly (should be pruned, before this ever triggers)
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while(cam0.moving_window.size() > 100)
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while(cam0.moving_window.size() > 100)
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@ -2061,20 +2065,20 @@ void MsckfVio::removeLostFeatures() {
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MatrixXd pH_xj;
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MatrixXd pH_xj;
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VectorXd pr_j;
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VectorXd pr_j;
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//PhotometricFeatureJacobian(feature.id, cam_state_ids, pH_xj, pr_j);
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PhotometricFeatureJacobian(feature.id, cam_state_ids, pH_xj, pr_j);
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featureJacobian(feature.id, cam_state_ids, H_xj, r_j);
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featureJacobian(feature.id, cam_state_ids, H_xj, r_j);
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if (gatingTest(H_xj, r_j, r_j.size())) { //, cam_state_ids.size()-1)) {
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if (gatingTest(H_xj, r_j, r_j.size())) { //, cam_state_ids.size()-1)) {
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H_x.block(stack_cntr, 0, H_xj.rows(), H_xj.cols()) = H_xj;
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H_x.block(stack_cntr, 0, H_xj.rows(), H_xj.cols()) = H_xj;
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r.segment(stack_cntr, r_j.rows()) = r_j;
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r.segment(stack_cntr, r_j.rows()) = r_j;
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stack_cntr += H_xj.rows();
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stack_cntr += H_xj.rows();
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}
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}
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/*
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if (gatingTest(pH_xj, pr_j, pr_j.size())) { //, cam_state_ids.size()-1)) {
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if (gatingTest(pH_xj, pr_j, pr_j.size())) { //, cam_state_ids.size()-1)) {
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pH_x.block(pstack_cntr, 0, pH_xj.rows(), pH_xj.cols()) = pH_xj;
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pH_x.block(pstack_cntr, 0, pH_xj.rows(), pH_xj.cols()) = pH_xj;
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pr.segment(pstack_cntr, pr_j.rows()) = pr_j;
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pr.segment(pstack_cntr, pr_j.rows()) = pr_j;
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pstack_cntr += pH_xj.rows();
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pstack_cntr += pH_xj.rows();
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}
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}
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*/
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// Put an upper bound on the row size of measurement Jacobian,
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// Put an upper bound on the row size of measurement Jacobian,
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// which helps guarantee the executation time.
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// which helps guarantee the executation time.
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//if (stack_cntr > 1500) break;
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//if (stack_cntr > 1500) break;
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@ -2087,7 +2091,7 @@ void MsckfVio::removeLostFeatures() {
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// Perform the measurement update step.
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// Perform the measurement update step.
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measurementUpdate(H_x, r);
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measurementUpdate(H_x, r);
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//photometricMeasurementUpdate(pH_x, pr);
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photometricMeasurementUpdate(pH_x, pr);
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// Remove all processed features from the map.
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// Remove all processed features from the map.
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for (const auto& feature_id : processed_feature_ids)
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for (const auto& feature_id : processed_feature_ids)
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@ -2217,7 +2221,7 @@ void MsckfVio::pruneLastCamStateBuffer()
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for (const auto& cam_state : state_server.cam_states)
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for (const auto& cam_state : state_server.cam_states)
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involved_cam_state_ids.push_back(cam_state.first);
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involved_cam_state_ids.push_back(cam_state.first);
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//PhotometricFeatureJacobian(feature.id, involved_cam_state_ids, pH_xj, pr_j);
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PhotometricFeatureJacobian(feature.id, involved_cam_state_ids, pH_xj, pr_j);
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featureJacobian(feature.id, involved_cam_state_ids, H_xj, r_j);
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featureJacobian(feature.id, involved_cam_state_ids, H_xj, r_j);
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if (gatingTest(H_xj, r_j, r_j.size())) {// involved_cam_state_ids.size())) {
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if (gatingTest(H_xj, r_j, r_j.size())) {// involved_cam_state_ids.size())) {
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@ -2226,13 +2230,11 @@ void MsckfVio::pruneLastCamStateBuffer()
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stack_cntr += H_xj.rows();
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stack_cntr += H_xj.rows();
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pruned_cntr++;
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pruned_cntr++;
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}
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}
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/*
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if (gatingTest(pH_xj, pr_j, pr_j.size())) {// involved_cam_state_ids.size())) {
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if (gatingTest(pH_xj, pr_j, pr_j.size())) {// involved_cam_state_ids.size())) {
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pH_x.block(pstack_cntr, 0, pH_xj.rows(), pH_xj.cols()) = pH_xj;
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pH_x.block(pstack_cntr, 0, pH_xj.rows(), pH_xj.cols()) = pH_xj;
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pr.segment(pstack_cntr, pr_j.rows()) = pr_j;
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pr.segment(pstack_cntr, pr_j.rows()) = pr_j;
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pstack_cntr += pH_xj.rows();
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pstack_cntr += pH_xj.rows();
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}
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}
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*/
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for (const auto& cam_id : involved_cam_state_ids)
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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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feature.observations.erase(cam_id);
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}
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}
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@ -2245,7 +2247,7 @@ void MsckfVio::pruneLastCamStateBuffer()
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// Perform measurement update.
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// Perform measurement update.
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measurementUpdate(H_x, r);
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measurementUpdate(H_x, r);
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//photometricMeasurementUpdate(pH_x, pr);
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photometricMeasurementUpdate(pH_x, pr);
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//reduction
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//reduction
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int cam_sequence = std::distance(state_server.cam_states.begin(),
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int cam_sequence = std::distance(state_server.cam_states.begin(),
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@ -2372,7 +2374,7 @@ void MsckfVio::pruneCamStateBuffer() {
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if (involved_cam_state_ids.size() == 0) continue;
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if (involved_cam_state_ids.size() == 0) continue;
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//PhotometricFeatureJacobian(feature.id, involved_cam_state_ids, pH_xj, pr_j);
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PhotometricFeatureJacobian(feature.id, involved_cam_state_ids, pH_xj, pr_j);
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featureJacobian(feature.id, involved_cam_state_ids, H_xj, r_j);
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featureJacobian(feature.id, involved_cam_state_ids, H_xj, r_j);
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if (gatingTest(H_xj, r_j, involved_cam_state_ids.size())) {// involved_cam_state_ids.size())) {
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if (gatingTest(H_xj, r_j, involved_cam_state_ids.size())) {// involved_cam_state_ids.size())) {
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@ -2380,13 +2382,13 @@ void MsckfVio::pruneCamStateBuffer() {
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r.segment(stack_cntr, r_j.rows()) = r_j;
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r.segment(stack_cntr, r_j.rows()) = r_j;
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stack_cntr += H_xj.rows();
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stack_cntr += H_xj.rows();
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}
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}
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/*
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if (gatingTest(pH_xj, pr_j, pr_j.size())) {// involved_cam_state_ids.size())) {
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if (gatingTest(pH_xj, pr_j, pr_j.size())) {// involved_cam_state_ids.size())) {
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pH_x.block(pstack_cntr, 0, pH_xj.rows(), pH_xj.cols()) = pH_xj;
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pH_x.block(pstack_cntr, 0, pH_xj.rows(), pH_xj.cols()) = pH_xj;
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pr.segment(pstack_cntr, pr_j.rows()) = pr_j;
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pr.segment(pstack_cntr, pr_j.rows()) = pr_j;
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pstack_cntr += pH_xj.rows();
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pstack_cntr += pH_xj.rows();
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}
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}
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*/
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for (const auto& cam_id : involved_cam_state_ids)
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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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feature.observations.erase(cam_id);
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}
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}
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@ -2399,7 +2401,7 @@ void MsckfVio::pruneCamStateBuffer() {
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// Perform measurement update.
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// Perform measurement update.
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measurementUpdate(H_x, r);
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measurementUpdate(H_x, r);
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//photometricMeasurementUpdate(pH_x, pr);
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photometricMeasurementUpdate(pH_x, pr);
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//reduction
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//reduction
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for (const auto& cam_id : rm_cam_state_ids) {
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for (const auto& cam_id : rm_cam_state_ids) {
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