Differential Evolutionary Superpixel Segmentation

  title={Differential Evolutionary Superpixel Segmentation},
  author={Yue-jiao Gong and Yicong Zhou},
  journal={IEEE Transactions on Image Processing},
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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Superpixel lattices

  • A. P. Moore, S.J.D. Prince, J. Warrell, U. Mohammed, G. Jones
  • Proc. IEEE Conf. Comput. Vis. Pattern Recognit…
  • 2008
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