• DocumentCode
    3417552
  • Title

    The connecting of images based on machine vision and neural network

  • Author

    Ding, Yi ; Wang, Tianjiang ; Fu, Xian

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
  • fYear
    2011
  • fDate
    19-21 Oct. 2011
  • Firstpage
    391
  • Lastpage
    394
  • Abstract
    This paper introduces a novel method for image connecting using neural network. The algorithm finds the major overlapping area in the images to be connected using neural network and then join the images. The input to the network is edge detected images created by applying an algorithm on the original images. This work documents theoretical and computational investigation of connecting any two given images using SOM. It proves that Self-organizing neural networks can be efficiently used for this purpose.
  • Keywords
    computer vision; edge detection; self-organising feature maps; edge detection; image connection method; machine vision; neural network; self-organizing feature map; Biological neural networks; Image edge detection; Joining processes; Neurons; Testing; Training; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computational Intelligence (IWACI), 2011 Fourth International Workshop on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-61284-374-2
  • Type

    conf

  • DOI
    10.1109/IWACI.2011.6160038
  • Filename
    6160038