• DocumentCode
    3579828
  • Title

    Case-Based Design: From Image to Pattern

  • Author

    Wenjing Qi ; Yongli Zhou

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Shandong Jianzhu Univ., Jinan, China
  • Volume
    1
  • fYear
    2014
  • Firstpage
    249
  • Lastpage
    252
  • Abstract
    A case-based pattern design method is proposed to translate an image into a pattern of certain style. The method has two phases. Pattern style and knowledge are learned in case-learning phase, case mapping database and rule database are results of this phase and will serve as memory unit and logical unit respectively. In design phase, user designates the objects in an input image, visual features of object are used to retrieve memory, and the matched case is reused and revised according to knowledge in logical unit. Newly generated pattern will be retained as a new case. Our method avoids the difficulty of extracting pattern designing knowledge, helps improving the aesthetic design ability of computer, and also provides an effective way to reuse valuable artistic patterns.
  • Keywords
    feature extraction; learning (artificial intelligence); aesthetic design ability; case mapping database; case-based pattern design method; case-learning phase; knowledge design; pattern extraction; rule database; Cognition; Computers; Databases; Design automation; Feature extraction; Fractals; Training; case learing; case-based design; image; pattern; style;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Design (ISCID), 2014 Seventh International Symposium on
  • Print_ISBN
    978-1-4799-7004-9
  • Type

    conf

  • DOI
    10.1109/ISCID.2014.121
  • Filename
    7064184