zzilch/Mesh2Volume

Tools for converting mesh to signed distance field volume (Mesh2SDF)

Mesh2Volume

Tools for converting mesh to signed distance field volume (Mesh2SDF) using OpenVDB.

conda install openvdb mesh2volume -c zilch -c conda-forge

1. Build from source

1.1. Build OpenVDB

# windows dependencies
conda create -n openvdb cmake compilers boost-cpp tbb-devel blosc zlib python=3.9 pybind11 eigen
# unix dependencies
conda create -n openvdb cmake make compilers boost-cpp tbb-devel blosc zlib jemalloc python=3.9 pybind11 eigen
conda activate openvdb

# build and install openvdb in the conda environment
git clone https://github.com/AcademySoftwareFoundation/openvdb.git
cd openvdb && mkdir build && cd build

# unix bash
cmake .. -DCMAKE_INSTALL_PREFIX=${CONDA_PREFIX}
# windows powershell
cmake .. -DCMAKE_INSTALL_PREFIX=$env{CONDA_PREFIX}/Library
# windows cmd
# cmake .. -DCMAKE_INSTALL_PREFIX=%CONDA_PREFIX%/Library

cmake --build . --config release -j --target install

1.2. Build and intall Python module or binary tools

# build python module
cd python
conda activate openvdb
python -m pip install .

# build binary tools
cd tools 
conda activate openvdb
cmake --build . --config release -j --target install

2. Usage

2.1. Python module (Recommended)

import mesh2volume
# mesh vertices,faces,bbox and volume dimensions
volume = mesh2volume.Volume(V,F,B,D) 
# to (D,D,D) dense sdf volume
sdf,origin,spacing = volume.to_dense() 
# to (#P) sdf samples
sdf = volume.sample(P) 

See the example in example/module.py.

conda activate openvdb
pip install numpy trimesh pyvista matplotlib
python example/module.py

2.2. Tools (Deprecated)

All tools are available in the created conda environment only:

• mesh2volume: Convert Wavefront .obj mesh to sparse and narrow-band .vdb volume or dense .vtk volume.
• vdb2vtk: Convert sparse and narrow-band .vdb volume to dense .vtk volume.
• vdb2mesh: Convert sparse and narrow-band .vdb volume to Wavefront .obj mesh.

Run target --help to check more options.

1. Mesh2VDB: The result can be visualized by Houdini, Maya and vdb_view from OpenVDB.

   conda activate openvdb
   mesh2volume ./assets/bunny.obj # ./assets/bunny.obj.vdb --dim 256 --bw 3

   

2. Mesh2VTK: The result can be visualized by VTK, Paraview.

   mesh2volume ./assets/bunny.obj --full --dense # ./assets/bunny.obj.vtk` --dim 256

   

3. VDB2VTK: Specify dimension or bounding box to crop the .vdb volume.

   vdb2vtk ./assets/bunny.obj.vdb # ./assets/bunny.obj.vdb.vtk --dim 256

   

4. VDB2Mesh: The result is a mesh mixed with quad and triangle faces.

   vdb2mesh ./assets/bunny.obj.vtk # ./assets/bunny.obj.vtk.obj --iso 0 --adapt 0