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Proceedings Paper

A novel video stabilization method based on FREAK
Author(s): Sibin Deng; Qiang Ling; Feng Li
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Paper Abstract

This paper proposes a novel video stabilization method based on FREAK. That method combines the advantages of the fast speed of binary features and the high efficiency and robustness to parallax of 2D feature trajectories, which avoids inheriting the limitation to parallax from other 2D methods. In order to make the smoothed camera paths as flat as shot by a smoothly moving platform, we take full consideration of 2-degree gradients of the trajectories. This is done by adding a 2-degree regularization to the bundled paths optimization equations. Moreover, a spectral technique is employed to improve the accuracy of original feature matching results. Experiments demonstrate the competitive performance of our proposed method.

Paper Details

Date Published: 29 August 2016
PDF: 5 pages
Proc. SPIE 10033, Eighth International Conference on Digital Image Processing (ICDIP 2016), 100335F (29 August 2016); doi: 10.1117/12.2243766
Show Author Affiliations
Sibin Deng, Univ. of Science and Technology of China (China)
Qiang Ling, Univ. of Science and Technology of China (China)
Feng Li, Univ. of Science and Technology of China (China)


Published in SPIE Proceedings Vol. 10033:
Eighth International Conference on Digital Image Processing (ICDIP 2016)
Charles M. Falco; Xudong Jiang, Editor(s)

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