• DocumentCode
    598820
  • Title

    Frequency component extraction from color images for specific sound transformation and analysis

  • Author

    Akti, G. ; Goularas, D.

  • Author_Institution
    Dept. of Comput. Eng., Yeditepe Univ., Istanbul, Turkey
  • fYear
    2012
  • fDate
    15-18 Oct. 2012
  • Firstpage
    253
  • Lastpage
    258
  • Abstract
    This paper presents a method allowing the conversion of images into sound. Initially, a frequency component extraction is realized from the original image. At this stage, the image is divided into windows in order to represent consecutive different time periods using STFT. Then, the dominant frequencies of each window are mapped into corresponding sound frequencies through Fourier analysis. This procedure is applied twice and two series of sound frequency components are produced: The first is originated from the brightness of the image, the second from the dominant RGB layer. The connection between the visual impression of the image and the psychoacoustic effect of the sound mapping is done by using different musical scales according to the dominant color of the image. The results revealed that the melody extracted from this analysis produces a certain psychoacoustic impression, as it has reported by several volunteers. Despite the fact that volunteers could not always do the association between image and sound, they could hardly believe that the music was produced by an algorithmic procedure.
  • Keywords
    Fourier analysis; Fourier transforms; acoustic signal processing; brightness; feature extraction; image colour analysis; music; musical acoustics; RGB layer; STFT; color images; fourier analysis; frequency component extraction; image brightness; image windows; musical scales; psychoacoustic effect; psychoacoustic impression; short time Fourier transform; sound frequency components; sound mapping; specific sound analysis; specific sound transformation; visual image impression; Algorithm design and analysis; Fourier transforms; Image color analysis; Music; Psychoacoustics; Sonification; Image processing; Short Time Fourier Transform; convolution; image to sound conversion; mapping; sonification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing Theory, Tools and Applications (IPTA), 2012 3rd International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    2154-5111
  • Print_ISBN
    978-1-4673-2585-1
  • Type

    conf

  • DOI
    10.1109/IPTA.2012.6469573
  • Filename
    6469573