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 :
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