• DocumentCode
    3582841
  • Title

    Edge detection method based on PCNN

  • Author

    Xiaolong Tang ; Zhongyu Tao ; Panshi Tang ; Jianping Li

  • Author_Institution
    Sch. of Comput. Sci. & Eng., Univ. of Electron. & Technol. of China, Chengdu, China
  • fYear
    2014
  • Firstpage
    169
  • Lastpage
    171
  • Abstract
    Pulse-Coupled Neural Network is known as third generation artificial neural network. It is created by visual cortex neurons, a synchronous pulse release phenomenon of mammals. Compare to traditional artificial neural network, PCNN has the characteristics of dynamic neural network, integrated space-time, automatic propagation and synchronous pulse release. PCNN has tendency for image retention information and edge detection.
  • Keywords
    edge detection; neural nets; PCNN; dynamic neural network; edge detection method; image retention information; pulse-coupled neural network; synchronous pulse; third generation artificial neural network; visual cortex neurons; Biological neural networks; Computational modeling; Ignition; Image edge detection; Neurons; Visualization; PCNN; automatic propagation; edge detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2014 11th International Computer Conference on
  • Print_ISBN
    978-1-4799-7207-4
  • Type

    conf

  • DOI
    10.1109/ICCWAMTIP.2014.7073383
  • Filename
    7073383
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3582841