Deskewing of underwater images

We address the problem of restoring a static planar scene degraded by skewing effect when imaged through adynamic water surface. In particular, we investigate geometric distortions due to unidirectional cyclic waves and circular ripples,phenomena that are most prevalent in fluid flow. Although the c...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 24(2015), 3 vom: 04. März, Seite 1046-59
1. Verfasser: Seemakurthy, Karthik (VerfasserIn)
Weitere Verfasser: Rajagopalan, Ambasamudram Narayanan
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2015
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article Research Support, Non-U.S. Gov't
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520 |a We address the problem of restoring a static planar scene degraded by skewing effect when imaged through adynamic water surface. In particular, we investigate geometric distortions due to unidirectional cyclic waves and circular ripples,phenomena that are most prevalent in fluid flow. Although the camera and scene are stationary, light rays emanating from a scene undergo refraction at the fluid–air interface. This refraction effect is time varying for dynamic fluids and results in nonrigid distortions (skew) in the captured image. These distortions can be associated with motion blur depending on the exposure time of the camera. In the first part of this paper, we establish the condition under which the blur induced due to unidirectional cyclic waves can be treated as space invariant. We proceed to derive a mathematical model for blur formation and propose a restoration scheme using a single degraded observation. In the second part, we reveal how the blur induced by circular ripples(though space variant) can be modeled as uniform in the polar domain and develop a method for deskewing. The proposed methods are tested on synthetic as well as real examples 
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