Watertight Manifold

Source code for the paper:

Huang, Jingwei, Hao Su, and Leonidas Guibas. Robust Watertight Manifold Surface Generation Method for ShapeNet Models., arXiv preprint arXiv:1802.01698 (2018).

ShapeNet Manifold Dataset

We prepare the manifold data for 13 categories from ShapeNetCore. You can download them by running the following script.

wget http://download.cs.stanford.edu/orion/Shapenet_Manifold/categories.txt
wget -i categories.txt

Install and Run

For Linux and Mac users, run sh demo.sh to build and try the manifold example.

Install

git clone --recursive -j8 git://github.com/hjwdzh/Manifold
mkdir build
cd build
cmake .. -DCMAKE_BUILD_TYPE=Release
make

Manifold Software

We take a triangle mesh "input.obj" and generate a manifold "output.obj". The resolution is the number of leaf nodes of octree. The face number increases linearly with the resolution.

./manifold input.obj output.obj [resolution (Default 20000)]

Simplify Algorithm

Our manifold software generates uniform manifold. For efficiency purpose, a mesh simplification can be used.

./simplify -i input.obj -o output.obj [-m] [-f face_num] [-c max_cost] [-r max_ratio]

Where:

  -m            Turn on manifold check, we don't output model if check fails
  -f face_num   Add termination condition when current_face_num <= face_num
  -c max_cost   Add termination condition when quadric error >= max_cost
  -r max_ratio  Add termination condition when current_face_num / origin_face_num <= max_ratio

Example:

./simplify -i input.obj -o output.obj -m -c 1e-2 -f 10000 -r 0.2

Authors

Jingwei Huang

IMPORTANT: If you use this software please cite the following in any resulting publication:

@article{huang2018robust,
  title={Robust Watertight Manifold Surface Generation Method for ShapeNet Models},
  author={Huang, Jingwei and Su, Hao and Guibas, Leonidas},
  journal={arXiv preprint arXiv:1802.01698},
  year={2018}
}

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