Title :
A new method for suppressing optical turbulence in video
Author :
Dalong Li ; Mersereau, Russell M. ; Frakes, David H. ; Smith, Mark J. T.
Author_Institution :
Sch. of ECE, Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The presence of optical turbulence in video acquired by cameras viewing scenes at long distances can contribute significantly to degradation. This problem arises routinely, for example, in astronomy where objects of interest reside beyond the earth´s atmosphere. Optical turbulence introduces time-varying perturbations in the images as well as blurring. In this paper, we introduce a method for suppressing the effects of this turbulence to enhance the quality of the observed objects and scenes. The proposed method is based on a new form of adaptive control grid interpolation in which computed motion vectors are used as the basis for turbulence estimation and suppression. In particular, the quasi-periodicities of the turbulent motion are exploited in the algorithm, which allow them to be suppressed while true motion (such as panning and zooming) is preserved.
Keywords :
image denoising; image enhancement; interpolation; motion estimation; vectors; adaptive control grid interpolation; blurring; cameras viewing scenes; computed motion vectors; optical turbulence; quasi-periodicities; time-varying perturbations; turbulence estimation; turbulence suppression; turbulent motion; Atmospheric modeling; Equations; Image restoration; Mathematical model; Optical distortion; Optical imaging; Trajectory;
Conference_Titel :
Signal Processing Conference, 2005 13th European
Conference_Location :
Antalya
Print_ISBN :
978-160-4238-21-1