22 June 2015 Fast interframe transformation with local binary patterns
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Abstract
In this paper, we propose a background stabilization method for an arbitrary camera movement. We investigate the state of the art algorithms for feature point detection and introduce a composite LBP descriptor to describe the feature points both with an algorithm for feature points matching on a sequence of images. In addition, an algorithm for constructing an affine transformation of the old frame in the sequence into the new one for the tasks of stabilization and image stitching was proposed.
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Boris V. Vishnyakov, Boris V. Vishnyakov, Vladimir S. Gorbatsevich, Vladimir S. Gorbatsevich, Sergey V. Sidyakin, Sergey V. Sidyakin, } "Fast interframe transformation with local binary patterns", Proc. SPIE 9530, Automated Visual Inspection and Machine Vision, 95300I (22 June 2015); doi: 10.1117/12.2184465; https://doi.org/10.1117/12.2184465
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