This is a source code for our ICML 2018 paper: Solving Partial Assignment Problems using Random Clique Complexes.
This code is developed in
MATLAB R2017b
We used nine different datasets for evaluation. The dataset names are:
- CMU House
- CMU Hotel
- Horse Rotate and Shear
- Car
- Bike
- Butterfly
- Magazine
- Building
- Book
To run the matching model to generate results for "House" dataset for pairwise matching of 111 images, run:
main.m
Please cite the paper if you use this code.
@InProceedings{pmlr-v80-sharma18a,
title = {Solving Partial Assignment Problems using Random Clique Complexes},
author = {Sharma, Charu and Nathani, Deepak and Kaul, Manohar},
booktitle = {Proceedings of the 35th International Conference on Machine Learning},
pages = {4586--4595},
year = {2018},
editor = {Dy, Jennifer and Krause, Andreas},
volume = {80},
series = {Proceedings of Machine Learning Research},
address = {Stockholmsmässan, Stockholm Sweden},
month = {10--15 Jul},
publisher = {PMLR},
pdf = {http://proceedings.mlr.press/v80/sharma18a/sharma18a.pdf},
url = {http://proceedings.mlr.press/v80/sharma18a.html}
}