• DocumentCode
    3779488
  • Title

    CBIR using the 2-D ESPRIT method: Application to Coil_100 database

  • Author

    Chawki Youness;El Asnaoui Khalid;Ouanan Mohammed;Aksasse Brahim

  • Author_Institution
    Moulay Ismail University, Faculty of Science and Techniques, Department of Computer Sciences, M2I Laboratory, ASIA Team, BP 509 Boutalamine Errachidia, Morocco
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Most retrieval systems are mostly based on key words for image search, but in many case it cannot meet demands for different user with different view. In this paper, a new approach of content based image retrieval (CBIR) is presented, which is based on the image frequency content. Indeed, we have used the 2-D ESPRIT (Estimation of Signal Parameters via Rotationnal Invariance Techniques) method to extract from the image the frequency content for constructing the vector descriptor. Our approach is applied to the Coil_100 database and the experimental results show that this method improves the precision of image retrieval.
  • Keywords
    "Feature extraction","Image color analysis","Histograms","Image retrieval","Visualization","Shape"
  • Publisher
    ieee
  • Conference_Titel
    Computer Systems and Applications (AICCSA), 2015 IEEE/ACS 12th International Conference of
  • Electronic_ISBN
    2161-5330
  • Type

    conf

  • DOI
    10.1109/AICCSA.2015.7507258
  • Filename
    7507258
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3779488