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Basic Point cloud process practice

C++, Python example from PCL, Python-pcl.

  • Read pcd (C++, python, Summary)
  • Passthrough filter (C++, python, Summary)
  • statistical outlier filter(C++, python, Summary)
  • Point Feature Histogram(C++, python, Summary)
  • Fast Point Histogram(C++, python, Summary)
  • Viewpoint Feature Histograms(C++, python, Summary)
  • Segmentation & Extracting indices from a PointCloud(C++, python, Summary)
  • normal estimation using integral images(C++, python, Summary)
  • Downsampling a PointCloud using a VoxelGrid filter(C++, python, Summary)
  • Projecting points using parametric model(C++, python, Summary)
  • Removing outliers using a conditional and radiusoutlier removal (C++, python, Summary)
  • KdTree (C++, python, Summary)
  • 3D Object Recognition based on Correspondence Grouping (C++, python, Summary)
  • Point cloud compression octree (C++, python, Summary)
  • Spatial Partitioning and Search Operations with Octrees (C++, python, Summary)
  • Create ange image (C++, python, Summary, working on)
  • extract borders from range images (C++, python, Summary)
  • Implicit Shape Model (C++, python, Summary)
  • iterative closest point (C++, python, Summary)
  • incrementally register pairs of clouds (C++, python, Summary)
  • Interactive Iterative Closest Point (C++, python, Summary)
  • Cylinder model segmentation (C++, python, Summary)
  • Region growing segmentation (C++, python, Summary)
  • Color-based region growing segmentation (C++, python, Summary)
  • Difference of Normals Based Segmentation (C++, python, Summary)
  • Smoothing and normal estimation based on polynomial reconstruction (C++, python, Summary)
  • etc# point_cloud_practice

Read pcd

Read pcd Read pcd2

Passthrough filter

Passthrough filter

Statistical outlier filter

statistical outlier filter

Segmentation

Segmentation

Downsampling voxel

downsampling_voxel

Normal estimation using integral image

normal estimation using integral images

Projection

projection

Conditional filter

conditional_filter

Radius outlier filter

radius_outlier_filter

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Basic point cloud practice with C++/Python-PCL

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