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Saliency-dataset-evaluation

This repo can compute the ratio of obj.area and obj.contrast on binary saliency dataset. This Toolbox contains two evaluation metrics, including obj(object).area and obj.contrast.

Note:

Citation

@article{Saliency-dataset-evaluation,
    Author = {Wei Ji},
    Title = {Evaluation Toolbox for Salient Detection Dataset.},
    Journal = {https://github.com/jiwei0921/Saliency-dataset-evaluation/},
    Year = {2019}
}

Requirement

Compute obj.area or obj.contrast

  1. Set the path of dataset in (comput_fore_area_ratio) / contrast_value.m
  2. run .m file

Note: there are two methods to compute obj.contrast. (4-near neighbor and 8-near neighbor)

Saliency maps evaluation

This link near all evaluation metrics for salient object detection including E-measure, S-measure, F-measure, MAE scores and PR curves or bar metrics. The link is here.

Related Citation

@article{Saliency-Evaluation-Toolbox,
    Author = {Wei Ji},
    Title = {Evaluation Toolbox for Salient Object Detection.},
    Journal = {https://github.com/jiwei0921/Saliency-Evaluation-Toolbox/},
    Year = {2019}
}