• DocumentCode
    352462
  • Title

    Finding faces in wavelet domain for content-based coding of color images

  • Author

    Karlekar, Jayashree ; Desai, U.B.

  • Author_Institution
    Hughes Software Syst. Ltd., India
  • Volume
    6
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    2338
  • Abstract
    Human face images form the important database in police departments, banks, security kiosks, and they are also found in abundance in day-to-day life. In these databases the important content, of course, is the face region. We present a highly efficient system that detects the human faces in the wavelet transform for discriminative quantization to achieve high perceptual quality content-based image coding technique. The proposed method gives superior subjective performance over JPEG without sacrificing the performance in the rate-distortion spectrum
  • Keywords
    content-based retrieval; data compression; feature extraction; image coding; image colour analysis; quantisation (signal); rate distortion theory; transform coding; visual databases; wavelet transforms; JPEG; banks; color image coding; content-based image coding; database; discriminative quantization; face finding algorithm; face region; feature extraction; high perceptual quality; human face images; human faces detection; image compression; police departments; rate-distortion spectrum; security kiosks; subjective performance; wavelet domain; wavelet transform; Color; Data security; Face detection; Feature extraction; Image coding; Image databases; Rate-distortion; Video compression; Wavelet domain; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-6293-4
  • Type

    conf

  • DOI
    10.1109/ICASSP.2000.859309
  • Filename
    859309