├── CMakeLists.txt ├── CMakeLists.txt~ ├── cfg ├── PclParams.cfg~ ├── velodyne.cfg ├── velodyne.cfg~ └── zr300.cfg ├── config.docx ├── docs ├── _config.yml ├── annotated.html ├── bc_s.png ├── bdwn.png ├── classOcclusionDetection-members.html ├── classOcclusionDetection.html ├── classOcclusionDetection.png ├── classSensor-members.html ├── classSensor.html ├── classSensor.png ├── classVelodyne-members.html ├── classVelodyne.html ├── classVelodyne.png ├── classZR300-members.html ├── classZR300.html ├── classZR300.png ├── classdatmo_1_1cloud__segmentation-members.html ├── classdatmo_1_1cloud__segmentation.html ├── classdatmo_1_1cloud__segmentation.png ├── classes.html ├── classmot_1_1Mot-members.html ├── classmot_1_1Mot.html ├── classmot_1_1tracked__object-members.html ├── classmot_1_1tracked__object.html ├── closed.png ├── dir_53e6fa9553ac22a5646d2a2b2d7b97a1.html ├── dir_68267d1309a1af8e8297ef4c3efbcdba.html ├── dir_79a5a671b7519b5e5da00226a4e7276b.html ├── dir_d44c64559bbebec7f509842c48db8b23.html ├── doc.png ├── doxygen.css ├── doxygen.png ├── dynamic__obstacle__tracking_8cpp.html ├── dynamic__obstacle__tracking_8hpp.html ├── dynamic__obstacle__tracking_8hpp_source.html ├── dynsections.js ├── files.html ├── folderclosed.png ├── folderopen.png ├── functions.html ├── functions_func.html ├── functions_vars.html ├── globals.html ├── globals_defs.html ├── globals_func.html ├── hierarchy.html ├── index.html ├── jquery.js ├── menu.js ├── menudata.js ├── mot_8py.html ├── namespacedatmo.html ├── namespacemembers.html ├── namespacemembers_func.html ├── namespacemembers_vars.html ├── namespacemot.html ├── namespaces.html ├── nav_f.png ├── nav_g.png ├── nav_h.png ├── open.png ├── search │ ├── all_0.html │ ├── all_0.js │ ├── all_1.html │ ├── all_1.js │ ├── all_10.html │ ├── all_10.js │ ├── all_11.html │ ├── all_11.js │ ├── all_12.html │ ├── all_12.js │ ├── all_13.html │ ├── all_13.js │ ├── all_14.html │ ├── all_14.js │ ├── all_15.html │ ├── all_15.js │ ├── all_16.html │ ├── all_16.js │ ├── all_17.html │ ├── all_17.js │ ├── all_2.html │ ├── all_2.js │ ├── all_3.html │ ├── all_3.js │ ├── all_4.html │ ├── all_4.js │ ├── all_5.html │ ├── all_5.js │ ├── all_6.html │ ├── all_6.js │ ├── all_7.html │ ├── all_7.js │ ├── all_8.html │ ├── all_8.js │ ├── all_9.html │ ├── all_9.js │ ├── all_a.html │ ├── all_a.js │ ├── all_b.html │ ├── all_b.js │ ├── all_c.html │ ├── all_c.js │ ├── all_d.html │ ├── all_d.js │ ├── all_e.html │ ├── all_e.js │ ├── all_f.html │ ├── all_f.js │ ├── classes_0.html │ ├── classes_0.js │ ├── classes_1.html │ ├── classes_1.js │ ├── classes_2.html │ ├── classes_2.js │ ├── classes_3.html │ ├── classes_3.js │ ├── classes_4.html │ ├── classes_4.js │ ├── classes_5.html │ ├── classes_5.js │ ├── classes_6.html │ ├── classes_6.js │ ├── close.png │ ├── defines_0.html │ ├── defines_0.js │ ├── defines_1.html │ ├── defines_1.js │ ├── files_0.html │ ├── files_0.js │ ├── files_1.html │ ├── files_1.js │ ├── files_2.html │ ├── files_2.js │ ├── files_3.html │ ├── files_3.js │ ├── functions_0.html │ ├── functions_0.js │ ├── functions_1.html │ ├── functions_1.js │ ├── functions_2.html │ ├── functions_2.js │ ├── functions_3.html │ ├── functions_3.js │ ├── functions_4.html │ ├── functions_4.js │ ├── functions_5.html │ ├── functions_5.js │ ├── functions_6.html │ ├── functions_6.js │ ├── functions_7.html │ ├── functions_7.js │ ├── functions_8.html │ ├── functions_8.js │ ├── functions_9.html │ ├── functions_9.js │ ├── functions_a.html │ ├── functions_a.js │ ├── functions_b.html │ ├── functions_b.js │ ├── functions_c.html │ ├── functions_c.js │ ├── functions_d.html │ ├── functions_d.js │ ├── functions_e.html │ ├── functions_e.js │ ├── mag_sel.png │ ├── namespaces_0.html │ ├── namespaces_0.js │ ├── namespaces_1.html │ ├── namespaces_1.js │ ├── nomatches.html │ ├── search.css │ ├── search.js │ ├── search_l.png │ ├── search_m.png │ ├── search_r.png │ ├── searchdata.js │ ├── variables_0.html │ ├── variables_0.js │ ├── variables_1.html │ ├── variables_1.js │ ├── variables_10.html │ ├── variables_10.js │ ├── variables_11.html │ ├── variables_11.js │ ├── variables_12.html │ ├── variables_12.js │ ├── variables_13.html │ ├── variables_13.js │ ├── variables_14.html │ ├── variables_14.js │ ├── variables_2.html │ ├── variables_2.js │ ├── variables_3.html │ ├── variables_3.js │ ├── variables_4.html │ ├── variables_4.js │ ├── variables_5.html │ ├── variables_5.js │ ├── variables_6.html │ ├── variables_6.js │ ├── variables_7.html │ ├── variables_7.js │ ├── variables_8.html │ ├── variables_8.js │ ├── variables_9.html │ ├── variables_9.js │ ├── variables_a.html │ ├── variables_a.js │ ├── variables_b.html │ ├── variables_b.js │ ├── variables_c.html │ ├── variables_c.js │ ├── variables_d.html │ ├── variables_d.js │ ├── variables_e.html │ ├── variables_e.js │ ├── variables_f.html │ └── variables_f.js ├── splitbar.png ├── structdatmo_1_1Float3-members.html ├── structdatmo_1_1Float3.html ├── sync_off.png ├── sync_on.png ├── tab_a.png ├── tab_b.png ├── tab_h.png ├── tab_s.png ├── tabs.css ├── velodyne__node_8cpp.html └── zr300__node_8cpp.html ├── include └── dynamic_obstacle_tracking │ └── dynamic_obstacle_tracking.hpp ├── launch ├── cloud_segmentation.launch ├── quanergy_segmentation.launch ├── velodyne_segmentation.launch └── zr300_segmentation.launch ├── package.xml ├── package.xml~ ├── scripts └── mot.py └── src ├── dynamic_obstacle_tracking.cpp ├── velodyne_node.cpp └── zr300_node.cpp /cfg/PclParams.cfg~: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | PACKAGE = "datmo" 3 | 4 | from dynamic_reconfigure.parameter_generator_catkin import * 5 | 6 | gen = ParameterGenerator() 7 | 8 | gen.add("VOXEL_LEAF_SIZE", double_t, 0, "Voxel leaf size", 0.15, 0, 0.5) 9 | gen.add("ENABLE_SOR", bool_t, 0, "Enable Statistical outlier removal", True) 10 | gen.add("SOR_MEAN_K", int_t, 0, "number of neighbors to analyze for each point in SOR", 20, 0, 150) 11 | gen.add("SOR_STD_DEV_MUL_THRESH", double_t, 0, "distance in multiples of std dev", 0, 1.0, 4.0) 12 | gen.add("PASS_X_MIN", double_t, 0, "Passthrough", 0.0, -10.0, 0.0) 13 | gen.add("PASS_X_MAX", double_t, 0, "Passthrough", 10.0, -10.0, 10.0) 14 | gen.add("PASS_Y_MIN", double_t, 0, "Passthrough", -6.0, -10.0, 0.0) 15 | gen.add("PASS_Y_MAX", double_t, 0, "Passthrough", 6.0, -10.0, 10.0) 16 | gen.add("PASS_Z_MIN", double_t, 0, "Passthrough", 0.2, -10.0, 0.0) 17 | gen.add("PASS_Z_MAX", double_t, 0, "Passthrough", 4.0, -10.0, 10.0) 18 | gen.add("OCTREE_WINDOW", int_t, 0, "octree spatial change comparison", 15, 0, 100) 19 | gen.add("OCTREE_RESOLUTION", double_t, 0, "octree leaf node size", 0.5, 0.0, 3.0) 20 | gen.add("SEG_CLUSTER_TOLERANCE", double_t, 0, "Eucledian segmentation cluster tolerance", 0.5, 0.0, 3.0) 21 | gen.add("SEG_MIN_CLUSTER_SIZE", int_t, 0, "Eucledian segmentation minimum cluster size", 20, 0, 200) 22 | gen.add("SEG_MAX_CLUSTER_SIZE", int_t, 0, "Eucledian segmentation maximum cluster size", 2500, 0, 10000) 23 | 24 | exit(gen.generate(PACKAGE, "datmo", "PclParams")) 25 | -------------------------------------------------------------------------------- /cfg/velodyne.cfg: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | PACKAGE = "dynamic_obstacle_tracking" 3 | 4 | from dynamic_reconfigure.parameter_generator_catkin import * 5 | 6 | gen = ParameterGenerator() 7 | 8 | 9 | gen.add("ENABLE_OCCLUSION_DETECTION", bool_t, 0, "Enable occlusion detection (shadows no detected as dynamic obstacles)", True) 10 | gen.add("PASS_X_MIN", double_t, 0, "Passthrough", 0.0, -100.0, 0.0) 11 | gen.add("PASS_X_MAX", double_t, 0, "Passthrough", 20.0, 0.0, 100.0) 12 | gen.add("PASS_Y_MIN", double_t, 0, "Passthrough", -15.0, -100.0, 0.0) 13 | gen.add("PASS_Y_MAX", double_t, 0, "Passthrough", 15.0, 0.0, 100.0) 14 | gen.add("PASS_Z_MIN", double_t, 0, "Passthrough", -0.3, -4.0, 4.0) 15 | gen.add("PASS_Z_MAX", double_t, 0, "Passthrough", 4.0, 0.0, 10.0) 16 | gen.add("OCTREE_WINDOW", int_t, 0, "octree spatial change comparison", 5, 1, 10) 17 | gen.add("OCTREE_RESOLUTION", double_t, 0, "octree leaf node size", 0.4, 0.0, 3.0) 18 | gen.add("SEG_CLUSTER_TOLERANCE", double_t, 0, "Eucledian segmentation cluster tolerance", 1.5, 0.0, 3.0) 19 | gen.add("SEG_MIN_CLUSTER_SIZE", int_t, 0, "Eucledian segmentation minimum cluster size", 50, 0, 200) 20 | gen.add("SEG_MAX_CLUSTER_SIZE", int_t, 0, "Eucledian segmentation maximum cluster size", 2500, 0, 10000) 21 | 22 | exit(gen.generate(PACKAGE, "dynamic_obstacle_tracking", "velodyne")) 23 | -------------------------------------------------------------------------------- /cfg/velodyne.cfg~: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | PACKAGE = "dynamic_obstacle_tracking" 3 | 4 | from dynamic_reconfigure.parameter_generator_catkin import * 5 | 6 | gen = ParameterGenerator() 7 | 8 | 9 | gen.add("ENABLE_OCCLUSION_DETECTION", bool_t, 0, "Enable occlusion detection (shadows no detected as dynamic obstacles)", True) 10 | gen.add("PASS_X_MIN", double_t, 0, "Passthrough", 0.0, -100.0, 0.0) 11 | gen.add("PASS_X_MAX", double_t, 0, "Passthrough", 20.0, 0.0, 100.0) 12 | gen.add("PASS_Y_MIN", double_t, 0, "Passthrough", -15.0, -100.0, 0.0) 13 | gen.add("PASS_Y_MAX", double_t, 0, "Passthrough", 15.0, 0.0, 100.0) 14 | gen.add("PASS_Z_MIN", double_t, 0, "Passthrough", -0.3, -4.0, 4.0) 15 | gen.add("PASS_Z_MAX", double_t, 0, "Passthrough", 4.0, 0.0, 10.0) 16 | gen.add("OCTREE_WINDOW", int_t, 0, "octree spatial change comparison", 5, 1, 10) 17 | gen.add("OCTREE_RESOLUTION", double_t, 0, "octree leaf node size", 0.4, 0.0, 3.0) 18 | gen.add("SEG_CLUSTER_TOLERANCE", double_t, 0, "Eucledian segmentation cluster tolerance", 1.5, 0.0, 3.0) 19 | gen.add("SEG_MIN_CLUSTER_SIZE", int_t, 0, "Eucledian segmentation minimum cluster size", 50, 0, 200) 20 | gen.add("SEG_MAX_CLUSTER_SIZE", int_t, 0, "Eucledian segmentation maximum cluster size", 2500, 0, 10000) 21 | 22 | exit(gen.generate(PACKAGE, "dynamic_obstacle_tracking", "velodyne")) 23 | -------------------------------------------------------------------------------- /cfg/zr300.cfg: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | PACKAGE = "dynamic_obstacle_tracking" 3 | 4 | from dynamic_reconfigure.parameter_generator_catkin import * 5 | 6 | gen = ParameterGenerator() 7 | 8 | gen.add("VOXEL_LEAF_SIZE", double_t, 0, "Voxel leaf size", 0.1, 0, 0.5) 9 | gen.add("ENABLE_SOR", bool_t, 0, "Enable Statistical outlier removal", True) 10 | gen.add("ENABLE_OCCLUSION_DETECTION", bool_t, 0, "Enable occlusion detection (shadows no detected as dynamic obstacles)", True) 11 | gen.add("SOR_MEAN_K", int_t, 0, "number of neighbors to analyze for each point in SOR", 25, 0, 150) 12 | gen.add("SOR_STD_DEV_MUL_THRESH", double_t, 0, "distance in multiples of std dev", 1.0, 1.0, 4.0) 13 | gen.add("PASS_X_MIN", double_t, 0, "Passthrough", 0.0, -10.0, 0.0) 14 | gen.add("PASS_X_MAX", double_t, 0, "Passthrough", 6.0, 0.0, 10.0) 15 | gen.add("PASS_Y_MIN", double_t, 0, "Passthrough", -3.0, -10.0, 0.0) 16 | gen.add("PASS_Y_MAX", double_t, 0, "Passthrough", 3.0, 0.0, 10.0) 17 | gen.add("PASS_Z_MIN", double_t, 0, "Passthrough", 0.2, -4.0, 4.0) 18 | gen.add("PASS_Z_MAX", double_t, 0, "Passthrough", 4.0, 0.0, 10.0) 19 | gen.add("OCTREE_WINDOW", int_t, 0, "octree spatial change comparison", 15, 0, 100) 20 | gen.add("OCTREE_RESOLUTION", double_t, 0, "octree leaf node size", 0.3, 0.0, 3.0) 21 | gen.add("SEG_CLUSTER_TOLERANCE", double_t, 0, "Eucledian segmentation cluster tolerance", 0.5, 0.0, 3.0) 22 | gen.add("SEG_MIN_CLUSTER_SIZE", int_t, 0, "Eucledian segmentation minimum cluster size", 40, 0, 200) 23 | gen.add("SEG_MAX_CLUSTER_SIZE", int_t, 0, "Eucledian segmentation maximum cluster size", 2500, 0, 10000) 24 | 25 | 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class  OcclusionDetection< PointT, LeafContainerT, BranchContainerT >
 
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    19 |
    20 | 21 | 22 | 23 | 28 | 29 | 30 |
    24 |
    dynamic_obstacle_tracking 25 |
    26 |
    detectes and track dynamic obstacles in pointcloud
    27 |
    31 |
    32 | 33 | 34 | 37 | 38 | 39 | 45 | 46 | 47 |
    51 |
    52 | 53 | 54 |
    55 | 58 |
    59 | 60 | 64 |
    65 |
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    datmo::Float3 Member List
    68 |
    69 |
    70 | 71 |

    This is the complete list of members for datmo::Float3, including all inherited members.

    72 | 73 | 74 | 75 | 76 |
    xdatmo::Float3
    ydatmo::Float3
    zdatmo::Float3
    77 | 78 | 83 | 84 | 85 | -------------------------------------------------------------------------------- /docs/sync_off.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshulpaigwar/dynamic-object-tracking-pointcloud/7e48c07766abd1f40169adef35b2fd4f68b13c15/docs/sync_off.png -------------------------------------------------------------------------------- /docs/sync_on.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshulpaigwar/dynamic-object-tracking-pointcloud/7e48c07766abd1f40169adef35b2fd4f68b13c15/docs/sync_on.png -------------------------------------------------------------------------------- /docs/tab_a.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshulpaigwar/dynamic-object-tracking-pointcloud/7e48c07766abd1f40169adef35b2fd4f68b13c15/docs/tab_a.png -------------------------------------------------------------------------------- /docs/tab_b.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshulpaigwar/dynamic-object-tracking-pointcloud/7e48c07766abd1f40169adef35b2fd4f68b13c15/docs/tab_b.png -------------------------------------------------------------------------------- /docs/tab_h.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshulpaigwar/dynamic-object-tracking-pointcloud/7e48c07766abd1f40169adef35b2fd4f68b13c15/docs/tab_h.png -------------------------------------------------------------------------------- /docs/tab_s.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshulpaigwar/dynamic-object-tracking-pointcloud/7e48c07766abd1f40169adef35b2fd4f68b13c15/docs/tab_s.png -------------------------------------------------------------------------------- /launch/cloud_segmentation.launch: -------------------------------------------------------------------------------- 1 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | -------------------------------------------------------------------------------- /launch/quanergy_segmentation.launch: -------------------------------------------------------------------------------- 1 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | -------------------------------------------------------------------------------- /launch/velodyne_segmentation.launch: -------------------------------------------------------------------------------- 1 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | -------------------------------------------------------------------------------- /launch/zr300_segmentation.launch: -------------------------------------------------------------------------------- 1 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | -------------------------------------------------------------------------------- /src/velodyne_node.cpp: -------------------------------------------------------------------------------- 1 | #include 2 | #include 3 | #include 4 | 5 | 6 | 7 | using namespace datmo; 8 | 9 | 10 | 11 | class Velodyne: public cloud_segmentation{ 12 | 13 | public: 14 | Velodyne(); 15 | ~Velodyne(); 16 | void init(ros::NodeHandle &nh, ros::NodeHandle &private_nh); 17 | 18 | protected: 19 | 20 | dynamic_reconfigure::Server server; 21 | dynamic_reconfigure::Server::CallbackType cb_type; 22 | 23 | private: 24 | void dynamic_reconfigure_cb(dynamic_obstacle_tracking::velodyneConfig &config, uint32_t level); 25 | }; 26 | 27 | 28 | 29 | Velodyne::Velodyne(){}; 30 | Velodyne::~Velodyne(){}; 31 | 32 | //dynamic reconfigure callback 33 | void Velodyne::dynamic_reconfigure_cb(dynamic_obstacle_tracking::velodyneConfig &config, uint32_t level) 34 | { 35 | ENABLE_OCCLUSION_DETECTION = config.ENABLE_OCCLUSION_DETECTION; 36 | PASS_X_MIN = config.PASS_X_MIN; 37 | PASS_X_MAX = config.PASS_X_MAX; 38 | PASS_Y_MIN = config.PASS_Y_MIN; 39 | PASS_Y_MAX = config.PASS_Y_MAX; 40 | PASS_Z_MIN = config.PASS_Z_MIN; 41 | PASS_Z_MAX = config.PASS_Z_MAX; 42 | OCTREE_WINDOW = config.OCTREE_WINDOW; 43 | OCTREE_RESOLUTION = config.OCTREE_RESOLUTION; 44 | SEG_CLUSTER_TOLERANCE = config.SEG_CLUSTER_TOLERANCE; 45 | SEG_MIN_CLUSTER_SIZE = config.SEG_MIN_CLUSTER_SIZE; 46 | SEG_MAX_CLUSTER_SIZE = config.SEG_MAX_CLUSTER_SIZE; 47 | } 48 | 49 | void Velodyne::init(ros::NodeHandle &nh, ros::NodeHandle &private_nh){ 50 | 51 | PASS_X_MIN = 0.0; /**< minimum value of x */ 52 | PASS_X_MAX = 20.0; ///< maximum value of x 53 | PASS_Y_MIN = -15.0; 54 | PASS_Y_MAX = 15.0; 55 | PASS_Z_MIN = -0.3; 56 | PASS_Z_MAX = 4.0; 57 | //plane segmentation params 58 | OCTREE_WINDOW = 5; 59 | OCTREE_RESOLUTION = 0.4; 60 | //segmentation params 61 | SEG_CLUSTER_TOLERANCE = 1.5; 62 | SEG_MIN_CLUSTER_SIZE = 50; 63 | SEG_MAX_CLUSTER_SIZE = 2500; 64 | 65 | ENABLE_ICP = false; 66 | ENABLE_GROUND_REMOVAL = true; 67 | ENABLE_VOXELISE = false; 68 | ENABLE_SOR = false; 69 | ENABLE_OCCLUSION_DETECTION = false; 70 | 71 | private_nh.param("frame_id", frame_id, std::string("/odom")); 72 | private_nh.param("base_frame_id", base_frame_id, std::string("/base_link")); 73 | private_nh.param("sensor_frame_id", sensor_frame_id, std::string("/vlp16")); 74 | 75 | 76 | cb_type = boost::bind(&Velodyne::dynamic_reconfigure_cb, this, _1, _2); 77 | server.setCallback(cb_type); 78 | cloud_segmentation::init(nh,private_nh); 79 | } 80 | 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | //................. 90 | 91 | 92 | int main(int argc, char **argv) 93 | { 94 | ros::init(argc, argv, "cloud_segmentation"); 95 | ros::NodeHandle nh; 96 | ros::NodeHandle private_nh("~"); 97 | 98 | Velodyne velodyne; 99 | velodyne.init(nh,private_nh); 100 | 101 | 102 | // cloud_segmentation seg; 103 | // seg.init(nh,private_nh); 104 | 105 | ros::spin(); 106 | return 0; 107 | 108 | } 109 | -------------------------------------------------------------------------------- /src/zr300_node.cpp: -------------------------------------------------------------------------------- 1 | #include 2 | #include 3 | #include 4 | 5 | 6 | 7 | using namespace datmo; 8 | 9 | 10 | 11 | class ZR300: public cloud_segmentation{ 12 | 13 | public: 14 | ZR300(); 15 | ~ZR300(); 16 | void init(ros::NodeHandle &nh, ros::NodeHandle &private_nh); 17 | 18 | protected: 19 | 20 | dynamic_reconfigure::Server server; 21 | dynamic_reconfigure::Server::CallbackType cb_type; 22 | 23 | private: 24 | void dynamic_reconfigure_cb(dynamic_obstacle_tracking::zr300Config &config, uint32_t level); 25 | }; 26 | 27 | 28 | 29 | ZR300::ZR300(){}; 30 | ZR300::~ZR300(){}; 31 | 32 | //dynamic reconfigure callback 33 | void ZR300::dynamic_reconfigure_cb(dynamic_obstacle_tracking::zr300Config &config, uint32_t level) 34 | { 35 | VOXEL_LEAF_SIZE = config.VOXEL_LEAF_SIZE; 36 | ENABLE_SOR = config.ENABLE_SOR; 37 | ENABLE_OCCLUSION_DETECTION = config.ENABLE_OCCLUSION_DETECTION; 38 | SOR_MEAN_K = config.SOR_MEAN_K; 39 | SOR_STD_DEV_MUL_THRESH = config.SOR_STD_DEV_MUL_THRESH; 40 | PASS_X_MIN = config.PASS_X_MIN; 41 | PASS_X_MAX = config.PASS_X_MAX; 42 | PASS_Y_MIN = config.PASS_Y_MIN; 43 | PASS_Y_MAX = config.PASS_Y_MAX; 44 | PASS_Z_MIN = config.PASS_Z_MIN; 45 | PASS_Z_MAX = config.PASS_Z_MAX; 46 | OCTREE_WINDOW = config.OCTREE_WINDOW; 47 | OCTREE_RESOLUTION = config.OCTREE_RESOLUTION; 48 | SEG_CLUSTER_TOLERANCE = config.SEG_CLUSTER_TOLERANCE; 49 | SEG_MIN_CLUSTER_SIZE = config.SEG_MIN_CLUSTER_SIZE; 50 | SEG_MAX_CLUSTER_SIZE = config.SEG_MAX_CLUSTER_SIZE; 51 | } 52 | 53 | void ZR300::init(ros::NodeHandle &nh, ros::NodeHandle &private_nh){ 54 | ENABLE_VOXELISE = true; 55 | VOXEL_LEAF_SIZE = 0.15; 56 | //Statistical outlier parameters 57 | ENABLE_SOR = true; 58 | SOR_MEAN_K = 25; //number of neighbors to analyze for each point 59 | SOR_STD_DEV_MUL_THRESH = 1.0; //distance in multiples of std dev after which point is considered an outlier 60 | //Passthrough filter parameters 61 | PASS_X_MIN = 6.0; 62 | PASS_X_MAX = 0.0; 63 | PASS_Y_MIN = -3.0; 64 | PASS_Y_MAX = 3.0; 65 | PASS_Z_MIN = 0.2; 66 | PASS_Z_MAX = 4.0; 67 | //plane segmentation params 68 | OCTREE_WINDOW = 15; 69 | OCTREE_RESOLUTION = 0.3; 70 | //segmentation params 71 | SEG_CLUSTER_TOLERANCE = 0.5; 72 | SEG_MIN_CLUSTER_SIZE = 40; 73 | SEG_MAX_CLUSTER_SIZE = 2500; 74 | 75 | ENABLE_ICP = false; 76 | ENABLE_GROUND_REMOVAL = false; 77 | 78 | ENABLE_OCCLUSION_DETECTION = true; 79 | 80 | 81 | private_nh.param("frame_id", frame_id, std::string("/odom")); 82 | private_nh.param("base_frame_id", base_frame_id, std::string("/base_link")); 83 | private_nh.param("sensor_frame_id", sensor_frame_id, std::string("/camera_depth_optical_frame")); 84 | 85 | cb_type = boost::bind(&ZR300::dynamic_reconfigure_cb, this, _1, _2); 86 | server.setCallback(cb_type); 87 | cloud_segmentation::init(nh,private_nh); 88 | } 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | 98 | //................. 99 | 100 | 101 | int main(int argc, char **argv) 102 | { 103 | ros::init(argc, argv, "cloud_segmentation"); 104 | ros::NodeHandle nh; 105 | ros::NodeHandle private_nh("~"); 106 | 107 | ZR300 zr300; 108 | zr300.init(nh,private_nh); 109 | 110 | 111 | // cloud_segmentation seg; 112 | // seg.init(nh,private_nh); 113 | 114 | ros::spin(); 115 | return 0; 116 | 117 | } 118 | --------------------------------------------------------------------------------