ros noetic moveit 将点云话题通过pcl进行三角化后转换为moveit场景scene的Python函数
时间: 2024-03-12 16:46:57 浏览: 32
以下是一个将点云话题通过pcl进行三角化后转换为moveit场景scene的Python函数的示例代码:
```python
import rospy
from sensor_msgs.msg import PointCloud2
from moveit_msgs.msg import PlanningScene, PlanningSceneWorld
from shape_msgs.msg import SolidPrimitive
from geometry_msgs.msg import Pose, Point
import pcl
def pointcloud_to_scene(msg):
# Convert PointCloud2 message to pcl point cloud
cloud = pcl.PointCloud_PointXYZRGB()
pcl_converted = pcl.PointCloud_PointXYZRGB()
pcl_converted.fromROSMsg(msg)
# Triangulate the point cloud
triangulation = pcl.ConcaveHull_PointXYZRGB()
triangulation.setInputCloud(pcl_converted)
triangulation.setAlpha(0.1)
pcl_tri = pcl.PointCloud_PointXYZRGB()
triangulation.reconstruct(pcl_tri)
# Convert pcl point cloud to moveit PlanningScene message
planning_scene = PlanningScene()
planning_scene.is_diff = True
world = PlanningSceneWorld()
object = SolidPrimitive()
object.type = SolidPrimitive.TRIANGLE_LIST
object.points = []
object.triangles = []
for i in range(len(pcl_tri)):
point = Point(pcl_tri[i][0], pcl_tri[i][1], pcl_tri[i][2])
object.points.append(point)
object.triangles.append(i)
pose = Pose()
pose.orientation.w = 1.0
world.collision_objects.append(object)
planning_scene.world = world
planning_scene.robot_state.is_diff = True
# Publish the moveit PlanningScene message
scene_pub.publish(planning_scene)
```
这个函数订阅一个点云话题,将其转换为pcl point cloud,进行三角化,然后将结果转换为moveit PlanningScene消息,并发布到场景发布者。建议您根据自己的实际需求进行调整。
阅读全文