Fast interframe transformation with local binary patterns

Boris V. Vishnyakov; Vladimir S. Gorbatsevich; Sergey V. Sidyakin

doi:10.1117/12.2184465

22 June 2015 Fast interframe transformation with local binary patterns

Boris V. Vishnyakov, Vladimir S. Gorbatsevich, Sergey V. Sidyakin

Author Affiliations +

Proceedings Volume 9530, Automated Visual Inspection and Machine Vision; 95300I (2015) https://doi.org/10.1117/12.2184465
Event: SPIE Optical Metrology, 2015, Munich, Germany

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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