Video stabilization using space-time video completion

V. Voronin; V. Frantc; V. Marchuk; I. Shrayfel; N. Gapon; S. Agaian; Sergei Stradanchenko

doi:10.1117/12.2220378

19 May 2016 Video stabilization using space-time video completion

V. Voronin, V. Frantc, V. Marchuk, I. Shrayfel, N. Gapon, S. Agaian, Sergei Stradanchenko

Proceedings Volume 9869, Mobile Multimedia/Image Processing, Security, and Applications 2016; 986908 (2016) https://doi.org/10.1117/12.2220378
Event: SPIE Commercial + Scientific Sensing and Imaging, 2016, Baltimore, MD, United States

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.

Citation Download Citation

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

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available