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Proceedings Paper

Video stabilization using space-time video completion
Author(s): V. Voronin; V. Frantc; V. Marchuk; I. Shrayfel; N. Gapon; S. Agaian; Sergei Stradanchenko
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Paper Abstract

This paper proposes a video stabilization method using space-time video completion for effective static and dynamic textures reconstruction instead of frames cropping. The proposed method can produce full-frame videos by naturally filling in missing image parts by locally aligning image data of neighboring frames. We propose to use a set of descriptors that encapsulate the information of periodical motion of objects necessary to reconstruct missing/corrupted frames. The background is filled-in by extending spatial texture synthesis techniques using set of 3D patches. Experimental results demonstrate the effectiveness of the proposed method in the task of full-frame video stabilization.

Paper Details

Date Published: 19 May 2016
PDF: 9 pages
Proc. SPIE 9869, Mobile Multimedia/Image Processing, Security, and Applications 2016, 986908 (19 May 2016); doi: 10.1117/12.2220378
Show Author Affiliations
V. Voronin, Don State Technical Univ. (Russian Federation)
V. Frantc, Don State Technical Univ. (Russian Federation)
V. Marchuk, Don State Technical Univ. (Russian Federation)
I. Shrayfel, Don State Technical Univ. (Russian Federation)
N. Gapon, Don State Technical Univ. (Russian Federation)
S. Agaian, The Univ. of Texas at San Antonio (United States)
Sergei Stradanchenko, Don State Technical Univ. (Russian Federation)


Published in SPIE Proceedings Vol. 9869:
Mobile Multimedia/Image Processing, Security, and Applications 2016
Sos S. Agaian; Sabah A. Jassim, Editor(s)

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