Bayesian Coherent Point Drift / Domain Elastic Transform

🕷️ SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency

SIGGRAPH23: Unsupervised Learning of Robust Spectral Shape Matching

code to train a neural network to align pairs of shapes without needing ground truth warps for supervision

Geometry processing and machine learning with functional maps.

This repository implements skeleton matching algorithm.

Pytorch code for "DPFM: Deep Partial Functional Maps" - 3DV 2021 (Oral)

Shape Context Matching

CVPR23 (Highlight): Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching

Neurips 2020 paper on weakly supervised deep functional maps for shape matching

A minimalist pytorch implementation of: "Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence"

ECCV22: Unsupervised Deep Multi-Shape Matching

Instanced rendering of massive CAD models using shape matching

🕹 Demos of Games 103 (Physics Simulation) Using Unity

A Pytorch implementation of: "Deep Functional Maps: Structured Prediction for Dense Shape Correspondence"

[3DV 2025] CoE: Deep Coupled Embedding for Non-Rigid Point Cloud Correspondences

CVPR24: Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation

A pytorch implementation of: "Unsupervised Deep Learning for Structured Shape Matching"

Accompanying code for "An Elastic Basis for Spectral Shape Correspondence"