Learning Spectral Unions of Partial Deformable 3D Shapes

In this paper, we introduce a learning-based method to estimate the Laplacian spectrum of the union of partial non-rigid 3D shapes, without actually computing the 3D geometry of the union.

Installation

pip install git+ssh://git@github.com/lucmos/spectral-unions.git

Quickstart

Development installation

Setup the development environment:

git clone git@github.com:lucmos/spectral-unions.git
cd spectral-unions
conda env create -f env.yaml
conda activate spectral-unions
pre-commit install

Run the tests:

pre-commit run --all-files
pytest -v

Update the dependencies

Re-install the project in edit mode:

pip install -e .[dev]