• DocumentCode
    2770528
  • Title

    Image Retrieval Algorithm Based on Quantized DCT Coefficients

  • Author

    Sharma, Arvind ; Mishra, Nishchol ; Sharma, Pharindra

  • Author_Institution
    MTech(CTA), Rajiv Gandhi Tech. Univ. Bhopal, Bhopal, India
  • fYear
    2011
  • fDate
    7-9 Oct. 2011
  • Firstpage
    431
  • Lastpage
    434
  • Abstract
    In the image retrieval technology, the aim is to retrieve an image based on DCT color coefficients. There were many algorithms based on single feature, presented in past. Those algorithms have lack of speed and require more computational capability. In this algorithm by using DCT, most similar images are retrieved. The idea of DCT was to decouples the color component of image using YCbCr color model and transform these color components into DCT coefficients moreover reduce the number of bits simply dividing of each DCT coefficients with constant quantization matrix and round them into nearest number to calculate features of that image for performing similarity measure.
  • Keywords
    data compression; discrete cosine transforms; image coding; image colour analysis; image retrieval; DCT color coefficients; YCbCr color model; color component decouples; constant quantization matrix; image retrieval algorithm; quantized DCT coefficients; Discrete cosine transforms; Educational institutions; Feature extraction; Image color analysis; Image retrieval; Quantization; Discrete Cosine Transformation (DCT); Quantization matrix; Similarity measure; YCbCr color model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Communication Networks (CICN), 2011 International Conference on
  • Conference_Location
    Gwalior
  • Print_ISBN
    978-1-4577-2033-8
  • Type

    conf

  • DOI
    10.1109/CICN.2011.90
  • Filename
    6112903