• DocumentCode
    3598622
  • Title

    Research on image retrieval based on formal concept analysis

  • Author

    Xiaomin Wang ; Jianbo Liu ; Yanyan Zhang ; Lihua Huang

  • Author_Institution
    Sch. of Math. & Stat., Northeastern Univ. at Qinhuangdao, Qinhuangdao, China
  • fYear
    2015
  • Firstpage
    3290
  • Lastpage
    3295
  • Abstract
    Based on the theory of form concept analysis, gives the definition of image context, and generating the concept lattice image. At the same time, the related knowledge of graph matching is also presented. Generation of concept lattice base on the formal context of images, and draw the Hasse diagram which correspond with the concept lattice, then use the graph match method to find images witch similar to an example image, last The concept lattice similarity calculation method are used to graph matching. The formal concept analysis (mainly the concept of grid) is applied to To calculate the similarity of image features.
  • Keywords
    formal concept analysis; graph theory; image matching; image retrieval; Hasse diagram; concept lattice image; concept lattice similarity calculation method; formal concept analysis; graph matching; image feature similarity; image formal context; image retrieval; Context; Electronic mail; Formal concept analysis; Image retrieval; Lattices; Concept Lattice; Formal Concept Analysis; Image Retrieval; Image features; Similarit;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2015 27th Chinese
  • Print_ISBN
    978-1-4799-7016-2
  • Type

    conf

  • DOI
    10.1109/CCDC.2015.7162488
  • Filename
    7162488