Source code for the paper "Affinity Fusion Graph-based Framework for Natural Image Segmentation". The AF-Graph paper can be found here.
AF-Graph is modified from the offcial GL-Graph implementation.
The code requires the version of Matlab2018a, Ubuntu 16.04.
The BSDS300 dataset and predata (extracted features) can be downloaded from GL-Graph and place them in BSD/ and bsd_300_feat/ folder, respectively.
Run the demo demo_AF_Graph_BSD300.m in parallel on 4 workers (parfor in KSC_graph).
The detailed results can be found in evaluation.txt.
Coming soon!
If you find this repository useful in your research, please consider citing:
@INPROCEEDINGS{AF-Graph,
author={Y. {Zhang} and M. {Liu} and J. {He} and F. {Pan} and Y. {Guo}},
booktitle={arXiv:2006.13542},
title={Affinity Fusion Graph-based Framework for Natural Image Segmentation},
year={2020}}