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
Link To Document