Source code on MSRC dataset for the paper "Affinity Fusion Graph-based Framework for Natural Image Segmentation". The AF-Graph paper can be found here. A list of papers and datasets about natural/color image segmentation can be found in our repository.
AF-Graph is modified from the offcial SAS implementation.
The code requires the version of Matlab2018a, Ubuntu 16.04.
The original MSRC dataset can be downloaded from here. We place the processed dataset in database/MSRC/ folder.
Run the demo demo_AF_MSRC.m in parallel on 4 workers (parfor in KSC_graph).
The detailed results can be found in evaluation_MSRC.txt.
Coming soon!
If you find this repository useful in your research, please consider citing:
@ARTICLE{AF-Graph,
author={Y. {Zhang} and M. {Liu} and J. {He} and F. {Pan} and Y. {Guo}},
booktitle={IEEE Transactions on Multimedia},
title={Affinity Fusion Graph-based Framework for Natural Image Segmentation},
year={2021}}