daeunSong / KDTree

Simple C++ KD-Tree implementation

KDTree

Simple C++ static KD-Tree implementation with minimal functionality.

• points are given as STL vectors (and inserted in their own STL vector) so supports n-dimensional points for any n
• makes full trees, (i.e. does not cut-off the branching at some arbitrary level) giving the nearest neighbor query have (strong) logarithmic complexity.
• builds the tree in one go (does not support adding nodes, the tree is built from a list of points and cannot be altered afterwards)
• points are assumed to be STL vectors
• it provides the following queries:
  • nearest neighbor
  • neighbors within a given distance

Build and compile

mkdir build && cd build
cmake ..
make -j4

This will generate the executable files in build/bin directory.

• Following should be executed in build directory:

bin/./generate_input

Change WALL_OBJ, DRAWING_TXT, OUTPUT_TXT if you want to test out on different wall and drawing input.
The drawing coordinates should be transformed on line 154 to fit the wall. (It will later be altered -- change wall coordinate to fit the drawing)\

• Following should be executed in tests directory:

python plot.py plots wall and drawing 3d coordinates
python plot_input.py plots drawing 2d coordinates
python plot_output.py plots drawing 3d coordinates
python plot_wall.py plots wall\

License and copyright

© J. Frederico Carvalho Licensed under the BSD3 License