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Proceedings Paper

Fast interframe transformation with local binary patterns
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Paper 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.

Paper Details

Date Published: 22 June 2015
PDF: 7 pages
Proc. SPIE 9530, Automated Visual Inspection and Machine Vision, 95300I (22 June 2015); doi: 10.1117/12.2184465
Show Author Affiliations
Boris V. Vishnyakov, State Research Institute of Aviation System (Russian Federation)
Vladimir S. Gorbatsevich, State Research Institute of Aviation System (Russian Federation)
Sergey V. Sidyakin, State Research Institute of Aviation System (Russian Federation)


Published in SPIE Proceedings Vol. 9530:
Automated Visual Inspection and Machine Vision
Jürgen Beyerer; Fernando Puente León, Editor(s)

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