• DocumentCode
    3734020
  • Title

    Chinese character image retrieval based on moment invariants and shape context

  • Author

    Huanian Zhan;Yue Qi

  • Author_Institution
    State Key Laboratory of Virtual Reality Technology and Systems, School of Computer Science and Engineering, Beihang University, Beijing, China
  • fYear
    2015
  • Firstpage
    146
  • Lastpage
    150
  • Abstract
    This paper presents a retrieval method for the image of Chinese characters calligraphy. The precision and recall rate are main indicators to measure the quality of image retrieval algorithm. Starting from the two aspects, there are two parts in the process of image retrieve which is proposed in this paper. In this paper, carry out the retrieve with the Hu invariant moment matching algorithm, which is fast and efficient, but little of the accuracy. Then, execute trice retrieval with shape context algorithm taking the advantages of high level of accuracy and good robustness based on the result set of the first retrieval. Experiments show that the method referred in this paper is accurate and efficient.
  • Keywords
    "Shape","Feature extraction","Image retrieval","Context","Histograms","Digital images","Image edge detection"
  • Publisher
    ieee
  • Conference_Titel
    Computer and Communications (ICCC), 2015 IEEE International Conference on
  • Print_ISBN
    978-1-4673-8125-3
  • Type

    conf

  • DOI
    10.1109/CompComm.2015.7387557
  • Filename
    7387557