DocumentCode
3515414
Title
Separation of layers from images containing multiple reflections and transparency using cyclic permutation
Author
Hara, Kenji ; Inoue, Kohei ; Urahama, Kiichi
Author_Institution
Dept. of Visual Commun. Design, Kyushu Univ., Fukuoka
fYear
2009
fDate
19-24 April 2009
Firstpage
1157
Lastpage
1160
Abstract
In the paper, we propose a new method for blind separation of an arbitrary number of images from a set of their linear mixtures with unknown coefficients. This approach is as follows. We first introduce a novel multiple correlation between one image and a set of multiple images. Then this multiple correlation leads us to provide a set of simultaneous linear equations for updating each mixture of images. Finally, source images are recovered by iterating between solving the sets of equations and cyclically permuting the mixtures of images. The technique can be applied for extracting multiple layers from images containing multiple reflections and transparency.
Keywords
blind source separation; image reconstruction; iterative methods; blind separation; cyclic permutation; image layer separation; linear mixtures; multiple correlation; multiple reflections; simultaneous linear equations; Blind source separation; Equations; Image processing; Image reconstruction; Independent component analysis; Reflection; Signal processing; Source separation; Vectors; Visual communication; Image processing; Image reconstruction;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location
Taipei
ISSN
1520-6149
Print_ISBN
978-1-4244-2353-8
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2009.4959794
Filename
4959794
Link To Document