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-- INSTALLATION -- This is a ROS package. Compile it with catkin. -- BASIC USAGE -- Set the parameters: voxel_resolution (float): resolution of the voxel grid (edge of each voxel) sensor_range_max (float): max range of the sensor sphere_radius (float): radius of the view sphere horizontal_resolution (uint): horizontal resolution of the sensor (lower to increase speed) vertical_resolution (uint): vertical resolution of the sensor (lower to increase speed) half_fov_horizontal (float): horizontal HFOV of the sensor half_fov_vertical (float): vertical HFOV of the sensor latitude_max, latitude_min (float): latitude range when sampling the view sphere (deg) longitude_max, longitude_min (float): longitude range when sampling the view sphere (deg) zrotation_max, zrotation_min (float): range of the camera rotation around the z-axis when sampling the view sphere (deg) latitude_step, longitude_step, zrotation_step (float): steps when sampling the view sphere (deg) occupied_voxel_weight, unknown_voxel_weight (float): weight of unknown and occupied voxels in the objective function Send the current point of interest, i.e. the center of the view sphere, to topic: /basic_next_best_view/poi (geometry_msgs/PointStamped) Send the current occupancy voxel grid to the topic: /basic_next_best_view/occupancy (sensor_msgs/PointCloud2) This message must be obtained from a pcl::PointCloud<pcl::PointXYZI>. If the intensity I of a point is: I < 0: the point is empty I > 0: the point is occupied I = 0: the point is unknown Missing points in the voxel grid are considered empty. Call the Execute action. Fill the basic_request field with: type = REQUEST_GET_BEST_POSES has_index_range = false The action will return an array of poses in the field basic_response.best_poses, ordered from the fittest (at index 0), based on the number of unknown and/or known voxels visible from that pose, depending on the metric. -- ADVANCED USAGE -- TODO -- CREDITS -- basic_next_best_view by Dario Lodi Rizzini and Riccardo Monica, RIMLab, Department of Information Engineering, University of Parma, Italy. http://www.rimlab.ce.unipr.it/ Developed for the paper: Global Registration of Mid-Range 3D Observations and Short Range Next Best Views, Jacopo Aleotti, Dario Lodi Rizzini, Riccardo Monica and Stefano Caselli, IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014 Released under the BSD license. 2014-12-02
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ROS node implementation of a simple Next Best View algorithm based on voxel grid, view sphere sampling, ray tracing and unknown voxel count.
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