• DocumentCode
    3519894
  • Title

    Formal Photograph Compression in JPEG2000 Coding

  • Author

    Hou, Jun ; Chen, Wen ; Yang, Jing

  • Author_Institution
    Sch. Of Opt. Electr. & Comput. Eng., Univ. Of Shanghai For Sci. & Technol., Shanghai, China
  • fYear
    2010
  • fDate
    28-29 Oct. 2010
  • Firstpage
    491
  • Lastpage
    494
  • Abstract
    A formal facial image compression algorithm is proposed in this paper. Object segmentation techniques is used to locate the facial region firstly. An adapted version of the original Viola-Jones face detector is used to locate eyes and mouth. The position of chin is estimated and then checked according to the curve in the edge image. Secondly, the background is reassigned to decrease unvaluable information in final bitstream. Finally, the facial region is compressed using the region of interest coding technique in JPEG2000. The produced bitstream is totally compatible with the JPEG2000 standard one. As a result, the image compressed by the proposal algorithm could be delivered widely and browsed by many picture tools that support JPEG2000 format. Experiments demonstrate the efficiency of the method.
  • Keywords
    data compression; edge detection; face recognition; image coding; image segmentation; JPEG2000 coding; Viola-Jones face detector; edge image; facial image compression; object segmentation; photograph compression; Face; Image coding; Image color analysis; Mouth; Proposals; Transform coding; JPEG2000 coding; facial image compression; object segmentation; region of interest coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligence Information Processing and Trusted Computing (IPTC), 2010 International Symposium on
  • Conference_Location
    Huanggang
  • Print_ISBN
    978-1-4244-8148-4
  • Electronic_ISBN
    978-0-7695-4196-9
  • Type

    conf

  • DOI
    10.1109/IPTC.2010.114
  • Filename
    5663457