changed some parameters
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		@@ -935,7 +935,7 @@ bool Feature::VisualizePatch(
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  //cv::imwrite(loc.str(), cam0.featureVisu);
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  cv::imshow("patch", cam0.featureVisu);
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  cvWaitKey(1);
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  cvWaitKey(0);
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}
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float Feature::PixelIrradiance(cv::Point2f pose, cv::Mat image) const
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@@ -14,8 +14,8 @@
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      <rosparam command="load" file="$(arg calibration_file)"/>
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      <param name="grid_row" value="4"/>
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      <param name="grid_col" value="4"/>
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      <param name="grid_min_feature_num" value="5"/>
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      <param name="grid_max_feature_num" value="10"/>
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      <param name="grid_min_feature_num" value="3"/>
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      <param name="grid_max_feature_num" value="4"/>
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      <param name="pyramid_levels" value="3"/>
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      <param name="patch_size" value="15"/>
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      <param name="fast_threshold" value="10"/>
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@@ -24,9 +24,9 @@
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      <param name="ransac_threshold" value="3"/>
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      <param name="stereo_threshold" value="5"/>
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      <remap from="~imu" to="/imu0"/>
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      <remap from="~cam0_image" to="/cam0/image_raw"/>
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      <remap from="~cam1_image" to="/cam1/image_raw"/>
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      <remap from="~imu" to="/imu02"/>
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      <remap from="~cam0_image" to="/cam0/image_raw2"/>
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      <remap from="~cam1_image" to="/cam1/image_raw2"/>
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    </node>
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  </group>
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@@ -22,10 +22,10 @@
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      <!-- Debugging Flaggs -->
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      <param name="StreamPause" value="true"/>
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      <param name="PrintImages" value="false"/>
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      <param name="PrintImages" value="true"/>
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      <param name="GroundTruth" value="false"/>
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      <param name="patch_size_n" value="3"/>
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      <param name="patch_size_n" value="5"/>
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      <!-- Calibration parameters -->
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      <rosparam command="load" file="$(arg calibration_file)"/>
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@@ -33,7 +33,7 @@
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      <param name="frame_rate" value="20"/>
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      <param name="fixed_frame_id" value="$(arg fixed_frame_id)"/>
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      <param name="child_frame_id" value="odom"/>
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      <param name="max_cam_state_size" value="12"/>
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      <param name="max_cam_state_size" value="20"/>
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      <param name="position_std_threshold" value="8.0"/>
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      <param name="rotation_threshold" value="0.2618"/>
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@@ -50,7 +50,7 @@ Isometry3d CAMState::T_cam0_cam1 = Isometry3d::Identity();
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// Static member variables in Feature class.
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FeatureIDType Feature::next_id = 0;
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double Feature::observation_noise = 0.05;
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double Feature::observation_noise = 0.2;
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Feature::OptimizationConfig Feature::optimization_config;
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map<int, double> MsckfVio::chi_squared_test_table;
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@@ -1623,7 +1623,7 @@ bool MsckfVio::PhotometricPatchPointResidual(
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    new_anchorPatch_3d = feature.anchorPatch_3d;
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  }
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  for(auto point : new_anchorPatch_3d)
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  for(auto point : feature.anchorPatch_3d)
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  {
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    cv::Point2f p_in_c0 = feature.projectPositionToCamera(cam_state, cam_state_id, cam0, point);
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@@ -1869,6 +1869,7 @@ bool MsckfVio::PhotometricMeasurementJacobian(
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    // visualizing functions
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    feature.MarkerGeneration(marker_pub, state_server.cam_states);
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    feature.VisualizePatch(cam_state, cam_state_id, cam0, r_photo, ss);
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    cout << "r\n" << r_photo << endl;
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    //feature.VisualizeKernel(cam_state, cam_state_id, cam0);
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  }
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@@ -2782,7 +2783,6 @@ void MsckfVio::removeLostFeatures() {
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    MatrixXd p2H_xj;
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    VectorXd p2r_j;
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    cout << "5: " << endl;
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    if(PhotometricFeatureJacobian(feature.id, cam_state_ids, pH_xj, pr_j, N))
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    {
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        if (gatingTest(pH_xj, pr_j, pr_j.size(), 1)) { //, cam_state_ids.size()-1)) {
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@@ -2792,7 +2792,7 @@ void MsckfVio::removeLostFeatures() {
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      }
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    }
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    /*
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    cout << "3: " << endl;
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    if(PhotometricFeatureJacobian(feature.id, cam_state_ids, p2H_xj, p2r_j, 3))
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    {
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@@ -2803,7 +2803,7 @@ void MsckfVio::removeLostFeatures() {
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        p2stack_cntr += p2H_xj.rows();
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      }
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    }    
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    */
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    featureJacobian(feature.id, cam_state_ids, H_xj, r_j);
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    twodotFeatureJacobian(feature.id, cam_state_ids, twoH_xj, twor_j);
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@@ -2981,7 +2981,6 @@ void MsckfVio::pruneLastCamStateBuffer()
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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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        cout << "5: " << endl;
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    if(PhotometricFeatureJacobian(feature.id, involved_cam_state_ids, pH_xj, pr_j, N))
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    {
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        if (gatingTest(pH_xj, pr_j, pr_j.size(), 1)) { //, cam_state_ids.size()-1)) {
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@@ -2991,6 +2990,7 @@ void MsckfVio::pruneLastCamStateBuffer()
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      }
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    }
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    /*
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    cout << "3: " << endl;
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    if(PhotometricFeatureJacobian(feature.id, involved_cam_state_ids, p2H_xj, p2r_j, 3))
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    {
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@@ -3000,6 +3000,7 @@ void MsckfVio::pruneLastCamStateBuffer()
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          p2stack_cntr += p2H_xj.rows();
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        }
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    }
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    */
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    featureJacobian(feature.id, involved_cam_state_ids, H_xj, r_j);
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    twodotFeatureJacobian(feature.id, involved_cam_state_ids, twoH_xj, twor_j);
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@@ -3179,7 +3180,6 @@ void MsckfVio::pruneCamStateBuffer() {
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    if (involved_cam_state_ids.size() == 0) continue;
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    cout << "5: " << endl;
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    if(PhotometricFeatureJacobian(feature.id, involved_cam_state_ids, pH_xj, pr_j, N))
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    { 
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        if (gatingTest(pH_xj, pr_j, pr_j.size(), 1)) {// involved_cam_state_ids.size())) {
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@@ -3189,6 +3189,7 @@ void MsckfVio::pruneCamStateBuffer() {
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      }
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    }
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    /*
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    cout << "3: " << endl;
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    if(PhotometricFeatureJacobian(feature.id, involved_cam_state_ids, p2H_xj, p2r_j, 3))
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    {
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@@ -3198,7 +3199,7 @@ void MsckfVio::pruneCamStateBuffer() {
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        p2stack_cntr += p2H_xj.rows();
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      }    
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    }
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    */
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    featureJacobian(feature.id, involved_cam_state_ids, H_xj, r_j);
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    twodotFeatureJacobian(feature.id, involved_cam_state_ids, twoH_xj, twor_j);
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