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Image Segmentation Based on Period Difference of the Oscillation

Image Segmentation Based on Period Difference of the Oscillation
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摘要 A new method for image segmentation based on pulse neural network is proposed. Every neuron in the network represents one pixel in the image and the network is locally connected.Each group of the neurons that correspond to each object synchronizes while different gronps of the neurons oscillate at different period. Applying this period difference,different objects are divided. In addition to simulation, an analysis of the mechanism of the method is presented in this paper. A new method for image segmentation based on pulse neural network is proposed. Every neuron in the network represents one pixel in the image and the network is locally connected. Each group of the neurons that correspond to each object synchronizes while different groups of the neurons oscillate at different period. Applying this period difference, different objects are divided. In addition to simulation, an analysis of the mechanism of the method is presented in this paper.
出处 《Journal of Donghua University(English Edition)》 EI CAS 2004年第1期68-71,共4页 东华大学学报(英文版)
关键词 图象分割 脉冲神经网络 同步 人工神经网络 模式识别 周期性差异 Image segmentation neural network synchronization
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参考文献7

  • 1L. F. Abbott. Nature Neuroscience . 2001
  • 2J.J. Hopfield,C.D. Brody. Proceedings of the National Academy of Sciences of the United States of America .
  • 3J.J. Hopfield,C.D. Brody. Proceedings of the National Academy of Sciences of the United States of America .
  • 4H. Markram,M. Tsodyks. Nature . 1996
  • 5S. R. Campbell,et al. Neural Computation . 1999
  • 6W. Gerstner,et al. Neural Computing and Applications . 1996
  • 7W. Gerstner,et al. Nature . 1996

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