Differential Evolutionary Superpixel Segmentation

@article{Gong2018DifferentialES,
  title={Differential Evolutionary Superpixel Segmentation},
  author={Yue-jiao Gong and Yicong Zhou},
  journal={IEEE Transactions on Image Processing},
  year={2018},
  volume={27},
  pages={1390-1404}
}
Superpixel segmentation has been of increasing importance in many computer vision applications recently. To handle the problem, most state-of-the-art algorithms either adopt a local color variance model or a local optimization algorithm. This paper develops a new approach, named differential evolutionary superpixels, which is able to optimize the global properties of segmentation by means of a global optimizer. We design a comprehensive objective function aggregating within-superpixel error… CONTINUE READING

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