• DocumentCode
    524475
  • Title

    LGL-DIR: Layout graph for layout based document image retrieval

  • Author

    Azmi, Reza ; Akbari, Hossain ; Akbari, Mohammad ; Shirazi, Hossain

  • Author_Institution
    Eng. Dept., Alzahra Univ., Tehran, Iran
  • Volume
    4
  • fYear
    2010
  • fDate
    22-24 June 2010
  • Abstract
    In this paper, a system for retrieving document images from digital library based on visual similarity of them is proposed. First, a graph layout created based on document extracted blocks. This graph represents document layout structure. A vector created based on path patterns to represent this graph. Then, self organizing structure is used for indexing of images in the database. This method allows us to retrieve similar images without direct comparison between the query image and database files. Experimental results on a variety of document image databases confirm the feasibility, validity, and efficiency of our proposed approach in visual based document image retrieval.
  • Keywords
    database indexing; digital libraries; image retrieval; information retrieval; visual databases; database files; digital library; document extracted blocks; document image databases; indexing; layout based document image retrieval; layout graph; path patterns; query image; visual based document image retrieval; visual similarity; Books; Content based retrieval; Data mining; Image databases; Image retrieval; Information retrieval; Information technology; Libraries; Organizing; Visual databases; Document image Analysis; Document image database; Document image retrieval; Documet Layout; Layout graph; Self organizing map;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Education Technology and Computer (ICETC), 2010 2nd International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-6367-1
  • Type

    conf

  • DOI
    10.1109/ICETC.2010.5529685
  • Filename
    5529685