FLIC:Fast Linear Iterative Clustering With Active Search

More details

Please refer to our paper.

Operating environment

Our method runs on Windows 10 operating system. Please install Opencv3(https://opencv.org/opencv-3-0.html) and Visual Studio 2013.

git clone https://github.com/JXingZhao/FLIC.git

The Datasets we use are BSDS500 Dataset(https://www2.eecs.berkeley.edu/Research/Projects/CS/vision/bsds/) and PASCAL Context Dataset. (https://www.cs.stanford.edu/~roozbeh/pascal-context/) To run the evaluation code, you should use the cvt_format_bsds.m to convert the data format.

If you think this work is helpful, please cite

@Article{ZhaoCvm2018flic,
  author={Zhao, Jiaxing and Bo, Ren and Hou, Qibin and Cheng, Ming-Ming and Rosin, Paul},
  title={FLIC: Fast linear iterative clustering with active search},
  journal={Computational Visual Media},
  year={2018},
  month={Dec},
  day={01},
  volume={4},
  number={4},
  pages={333--348},
  doi={10.1007/s41095-018-0123-y},
  url={https://doi.org/10.1007/s41095-018-0123-y}
}

@inproceedings{zhao2018flic,
 title={FLIC: Fast Linear Iterative Clustering with Active Search},
 author={Zhao, Jiaxing and Bo, Ren and Hou, Qibin and Cheng, Ming-Ming},
 booktitle={AAAI},
 year={2018}
}