This Toolbox contains E-measure, S-measure, weighted F & F-measure, MAE and PR curves or bar metrics for salient object detection.
This Toolbox contains near all evaluation metrics for salient object detection including:
You can easily use this Tool Box to evaluate SOD results.
@article{Saliency-Evaluation-Toolbox,
Author = {Wei Ji},
Title = {Evaluation Toolbox for Salient Object Detection.},
Journal = {https://github.com/jiwei0921/Saliency-Evaluation-Toolbox/},
Year = {2019}
}
k2v6
).@article{sal_eval_toolbox,
Author = {Mengyang Feng},
Title = {Evaluation Toolbox for Salient Object Detection.},
Journal = {https://github.com/ArcherFMY/sal_eval_toolbox},
Year = {2018}
}
@article{borji2015salient,
title="Salient Object Detection: A Benchmark",
author="Ali {Borji} and Ming-Ming {Cheng} and Huaizu {Jiang} and Jia {Li}",
journal="IEEE Transactions on Image Processing",
volume="24",
number="12",
pages="5706--5722",
year="2015"
}
@inproceedings{fan2017structure,
title="Structure-Measure: A New Way to Evaluate Foreground Maps",
author="Deng-Ping {Fan} and Ming-Ming {Cheng} and Yun {Liu} and Tao {Li} and Ali {Borji}",
booktitle="2017 IEEE International Conference on Computer Vision (ICCV)",
pages="4558--4567",
year="2017"
}
@inproceedings{fan2018enhanced,
title="Enhanced-alignment Measure for Binary Foreground Map Evaluation",
author="Deng-Ping {Fan} and Cheng {Gong} and Yang {Cao} and Bo {Ren} and Ming-Ming {Cheng} and Ali {Borji}",
booktitle="IJCAI 2018: 27th International Joint Conference on Artificial Intelligence",
pages="698--704",
year="2018"
}
@inproceedings{zhang2020weakly,
title={Weakly-supervised salient object detection via scribble annotations},
author={Zhang, Jing and Yu, Xin and Li, Aixuan and Song, Peipei and Liu, Bowen and Dai, Yuchao},
booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
pages={12546--12555},
year={2020}
}