DocumentCode
2377492
Title
Blind separation of reflections using the image mixtures ratio
Author
Diamantaras, Konstantinos I. ; Papadimitriou, Theophilos
Author_Institution
Dept. of Inf., TEI, Thessaloniki, Greece
Volume
2
fYear
2005
fDate
11-14 Sept. 2005
Abstract
A new method for the blind separation of linear image mixtures is presented in this paper. Such mixtures often occur, when, for example, we photograph a scene through a semireflecting medium (windshield or glass). The proposed method requires two mixtures of two scenes captured under different illumination conditions. We show that the boundary values of the ratio of the two mixtures can lead to an accurate estimation of the separation matrix. The technique is very simple, fast, and reliable, as it does not depend on iterative procedures. The method effectiveness is tested on both artificially mixed images and real images.
Keywords
blind source separation; image processing; blind separation; image mixtures ratio; iterative procedures; reflections; Automotive components; Glass; Image processing; Independent component analysis; Informatics; Layout; Lighting; Photography; Reflection; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN
0-7803-9134-9
Type
conf
DOI
10.1109/ICIP.2005.1530235
Filename
1530235
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