• DocumentCode
    2135842
  • Title

    A neural network approach to a classic image recognition problem

  • Author

    Harron, Wilson ; Pettinger, Calvin ; Dony, Robert

  • Author_Institution
    Sch. of Eng., Univ. of Guelph, Guelph, ON
  • fYear
    2008
  • fDate
    4-7 May 2008
  • Abstract
    Scenes from ldquoWherepsilas Waldo?rdquo are used as data sets to explore a method of pattern recognition using local histograms and neural networks. The method consists of splitting the image into a number of sub images, selecting random training images, training the neural networks and then passing the whole set of puzzles through the image to find the character Waldo. Results are shown which demonstrates that this method is effective for finding the pattern found in Waldopsilas shirt.
  • Keywords
    image recognition; neural nets; histograms; image recognition; neural network; pattern recognition; random training images; Books; Drugs; Histograms; Image recognition; Layout; Neural networks; Object recognition; Pattern recognition; Pixel; Testing; Where’s Waldo; neural networks; object recognition; pattern recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 2008. CCECE 2008. Canadian Conference on
  • Conference_Location
    Niagara Falls, ON
  • ISSN
    0840-7789
  • Print_ISBN
    978-1-4244-1642-4
  • Electronic_ISBN
    0840-7789
  • Type

    conf

  • DOI
    10.1109/CCECE.2008.4564792
  • Filename
    4564792