DocumentCode
1557989
Title
Turbid Scene Enhancement Using Multi-Directional Illumination Fusion
Author
Treibitz, Tali ; Schechner, Y.Y.
Author_Institution
Dept. of Comput. Sci. & Eng., Univ. of California, San Diego, CA, USA
Volume
21
Issue
11
fYear
2012
Firstpage
4662
Lastpage
4667
Abstract
Ambient light is strongly attenuated in turbid media. Moreover, natural light is often more highly attenuated in some spectral bands, relative to others. Hence, imaging in turbid media often relies heavily on artificial sources for illumination. Scenes irradiated by an off-axis single point source have enhanced local object shadow edges, which may increase object visibility. However, the images may suffer from severe nonuniformity, regions of low signal (being distant from the source), and regions of strong backscatter. On the other hand, simultaneously illuminating the scene from multiple directions increases the backscatter and fills-in shadows, both of which degrade local contrast. Some previous methods tackle backscatter by scanning the scene, either temporally or spatially, requiring a large number of frames. We suggest using a few frames, in each of which wide field scene irradiance originates from a different direction. This way, shadow contrast can be maintained and backscatter can be minimized in each frame, while the sequence at large has a wider, more spatially uniform illumination. The frames are then fused by post processing to a single, clearer image. We demonstrate significant visibility enhancement underwater using as little as two frames.
Keywords
computer vision; image enhancement; image fusion; ambient light; multidirectional illumination fusion; object shadow edges; object visibility; off-axis single point source; shadow contrast; spectral band; turbid media; turbid scene enhancement; Backscatter; Cameras; Laplace equations; Light sources; Lighting; Media; Scattering; Computer vision; image recovery; modeling and recovery of physical attributes; physics-based vision; vision in scattering media;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2012.2208978
Filename
6241430
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