19 May 2016 Video stabilization using space-time video completion
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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.
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V. Voronin, V. Voronin, V. Frantc, V. Frantc, V. Marchuk, V. Marchuk, I. Shrayfel, I. Shrayfel, N. Gapon, N. Gapon, S. Agaian, S. Agaian, Sergei Stradanchenko, Sergei Stradanchenko, "Video stabilization using space-time video completion", Proc. SPIE 9869, Mobile Multimedia/Image Processing, Security, and Applications 2016, 986908 (19 May 2016); doi: 10.1117/12.2220378; https://doi.org/10.1117/12.2220378
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