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
Link To Document :
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