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Proceedings Paper

Quantification of distortion in long-range video sequences: straightness metric and reference frame generation
Author(s): Julia Hofmann; Szymon Gladysz
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Paper Abstract

In software-based turbulence mitigation, reliable no-reference image quality metrics are indispensable. In this research, a straight line detector (SLD)1 is used to quantify warping due to turbulence. Our metric is based on the average length of detected straight lines, which constitutes a credible representation of the straightness in the image. The performance of the metric was tested on an anisoplanatic warping simulation. With increasing warping strength, the metric shows a decreasing average length of detected straight lines in the images. It is shown that the metric is able to differentiate between a set of simulated data with strong warping (C2n = 10-14 m-2/3) compared to weak warping (C2n = 10-15 m-2/3). Hereby the least and most warped frames found from the metric are considered and checked for credibility. A reference frame generation is developed by averaging the four least warped frames found from the metric. For evaluation of the reliability of the metric, it is tested on several data sets acquired at different distances. A correction of dewarping with optical ow is performed and the results with the reference frame generated based on the straightness metric and with a long exposure image as reference are compared.

Paper Details

Date Published: 9 October 2019
PDF: 10 pages
Proc. SPIE 11153, Environmental Effects on Light Propagation and Adaptive Systems II, 1115307 (9 October 2019); doi: 10.1117/12.2532556
Show Author Affiliations
Julia Hofmann, Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (Germany)
Szymon Gladysz, Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (Germany)


Published in SPIE Proceedings Vol. 11153:
Environmental Effects on Light Propagation and Adaptive Systems II
Karin U. Stein; Szymon Gladysz, Editor(s)

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