DocumentCode
429825
Title
Recovering scenes by polarization analysis
Author
Schechner, Yoav Y. ; Karpel, Nir
Author_Institution
Dept. of Electr. Eng., Technion - Israel Inst. Technol., Haifa
Volume
3
fYear
2004
fDate
9-12 Nov. 2004
Firstpage
1255
Abstract
We devise a computer vision approach which removes degradation effects in optical underwater imaging. It exploits natural illumination. By analysis of the physical effects of visibility degradation, we associate natural backscatter with partial polarization of light. This is contrary to prior studies which have associated polarization with light emanating from the objects, rather than the backscatter. Our algorithm takes advantage of this aspect to invert the image formation process. In this paper we show that our method achieves a much better visibility recovery, compared to prior methods. This is demonstrated in underwater experimentation in the sea. In addition, the physics-based analysis of the polarization filtered images recovers a range-map of the scene. This allows 3D rendering of the scene from various viewpoints
Keywords
backscatter; computer vision; geophysics computing; image restoration; oceanographic techniques; polarisation; rendering (computer graphics); 3D image rendering; computer vision; natural backscatter; optical underwater imaging; polarization analysis; polarization filtered images; scene recovery; visibility degradation; Backscatter; Computer vision; Degradation; Image analysis; Layout; Lighting; Optical filters; Optical imaging; Optical polarization; Rendering (computer graphics);
fLanguage
English
Publisher
ieee
Conference_Titel
OCEANS '04. MTTS/IEEE TECHNO-OCEAN '04
Conference_Location
Kobe
Print_ISBN
0-7803-8669-8
Type
conf
DOI
10.1109/OCEANS.2004.1405759
Filename
1405759
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