A Learning-Based Framework for Image Segmentation Evaluation

@article{Lin2013ALF,
  title={A Learning-Based Framework for Image Segmentation Evaluation},
  author={Jian Lin and Bo Peng and Tianrui Li and Qin Chen},
  journal={2013 5th International Conference on Intelligent Networking and Collaborative Systems},
  year={2013},
  pages={691-696}
}
Image segmentation is a fundamental task in automatic image analysis. However, there is still no generally accepted effectiveness measure which is suitable for evaluating the segmentation quality in every application. In this paper, we propose an evaluation framework which benefits from multiple stand-alone measures. To this end, different segmentation evaluation measures are chosen to evaluate segmentation separately, and the results are effectively combined using machine learning methods. We… CONTINUE READING
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