• DocumentCode
    1425321
  • Title

    The block-based preprocessing system for the coding performance improvement

  • Author

    Kim, Lnkyeom ; Jeong, Yeonsik ; Park, Kyu Tae

  • Author_Institution
    Div. of Comput. Sci., SungKyul Christian Univ., South Korea
  • Volume
    44
  • Issue
    3
  • fYear
    1998
  • fDate
    8/1/1998 12:00:00 AM
  • Firstpage
    1048
  • Lastpage
    1053
  • Abstract
    In general, most images get to contain unwanted noise in the process of image acquisition and such noise may deteriorate the performance of standard coding systems. Therefore, by pre-reducing inborn noise in images, the coding performance can be improved significantly. In order to improve the coding performance of the standard codecs, a new preprocessing system using spatially adaptive filtering is proposed. In this approach, the preprocessing system is implemented through block region classification and adaptive morphological filtering. Experimental results show that the proposed algorithm obtains significant improvement for standard still and moving images as well as acquired noisy images, as compared with applying no preprocessing. The proposed system can be easily applied to the standard codecs such as JPEG, MPEG, etc., and significantly improve the quality of decoded images without increasing bit-rate
  • Keywords
    adaptive filters; adaptive signal processing; code standards; codecs; decoding; image classification; image coding; image sequences; mathematical morphology; noise; telecommunication standards; JPEG; MPEG; adaptive morphological filtering; algorithm; bit-rate; block region classification; block-based preprocessing system; coding performance; decoded image quality; experimental results; image acquisition; image sequences; moving images; noise; noisy images; spatially adaptive filtering; standard codecs; still images; Adaptive filters; Code standards; Codecs; Decoding; Filtering; Image coding; Noise reduction; Nonlinear filters; Smoothing methods; Visual perception;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/30.713233
  • Filename
    713233