Automatic grayscale image segmentation based on Affinity Propagation clustering

@article{Zhou2019AutomaticGI,
  title={Automatic grayscale image segmentation based on Affinity Propagation clustering},
  author={Shibing Zhou and Zhenyuan Xu},
  journal={Pattern Analysis and Applications},
  year={2019},
  pages={1-18}
}
Image segmentation is an important research subject in the field of image analysis and pattern recognition. Based on the affinity propagation (AP) clustering algorithm, an automatic segmentation method is proposed for grayscale images. The AP algorithm is used for image segmentation to avoid the choice of initial clustering centers and enhance the stability of the segmentation results, and a new index is proposed to analyze the validity of segmentation results and determine the optimal number… CONTINUE READING

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