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normals_Hough

Normal Estimation in Unstructured Point Clouds with Hough transform

Paper

Please acknowledge our the reference paper :

"Deep Learning for Robust Normal Estimation in Unstructured Point Clouds " by Alexandre Boulch and Renaud Marlet, Symposium of Geometry Processing 2016, Computer Graphics Forum

Code

The code for normal estimation is C++ hearder only. Three version are proposed, previous version are located in cgal/ en pcl/ relies on CGAL and PCL libriaries. The current version Normals.h relies on Eigen and nanoflann (assumed to be in the source folder when compiling).

Usage

HoughCNN_Exec [options] -i input_file.xyz -o output_file.xyz

Author webpage

Alexandre Boulch

Previous version

Previous version of the code are located in folders cgal/ and pcl/

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  • C++ 99.4%
  • CMake 0.6%