DocumentCode
3476996
Title
Higher order Teager-Kaiser operators for image analysis: PART II - a multicomponent image demodulation
Author
Diop, El Hadji S. ; Boudraa, A.O.
Author_Institution
Groupe ASM, Ecole Navale, Brest, France
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
1357
Lastpage
1360
Abstract
We present in this paper a new real image demodulation algorithm. Because of the multicomponent aspects of real images, we first split the image into narrow band components by the means of a Gabor filterbank. Each narrowband component is then demodulated by using the 2D higher order Teager-Kaiser operators (HOTKO). The demodulation process ends by a pixel-by-pixel selection achieved through a dominant component selection basis, in order to get a better image analysis. The whole procedure is presented here, and the algorithm´s effectiveness is demonstrated on a large class of various images.
Keywords
Gabor filters; demodulation; image processing; Gabor filterbank; HOTKO; higher order Teager-Kaiser operators; image analysis; multicomponent image demodulation; narrow band components; Amplitude modulation; Demodulation; Filter bank; Frequency modulation; Image analysis; Image edge detection; Image texture analysis; Narrowband; Pixel; Wideband; Amplitude modulation; frequency modulation; nonlinear filters; operators;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5413563
Filename
5413563
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