HNN-HM

Hypergraph Neural Networks for Hypergraph Matching

@InProceedings{Liao2021HNNHM,
    title = {Hypergraph Neural Networks for Hypergraph Matching},
    author = {Liao, Xiaowei and Xu, Yong and Ling, Haibin},
    booktitle = {{IEEE/CVF} International Conference on Computer Vision ({ICCV})},
    month = {October},
    year = {2021},
    pages = {1246--1255},
    doi = {10.1109/ICCV48922.2021.00130}
} 

Download data

make data

Environment

Docker

My environment

OS: Ubuntu 16.04
Docker version: 19.03.4
GPU: TITAN V (12 GB)
Nvidia Driver version: 450.80.02

Build docker image

make -C envs/docker env

Run in docker container

make -C envs/docker run

Others

Please check envs.

Compile

Run in docker container

make compile

Test (using trained model)

Test willow (run in docker container)

make  -C scripts evaluate-willow-out-0

Test all (run in docker container)

make  -C scripts all

Please check scripts/Makefile for more detail.

Train

Run in docker container

make  -C methods/HNN_HM/scripts/synthetic train
make  -C methods/HNN_HM/scripts/house train
make  -C methods/HNN_HM/scripts/willow train
make  -C methods/HNN_HM/scripts/pascal_voc train