Video inpainting using scene model and object tracking

V. A. Frantc; V. V. Voronin; V. I. Marchuck; K. O. Egiazarian

doi:10.1117/12.2004719

19 February 2013 Video inpainting using scene model and object tracking

V. A. Frantc, V. V. Voronin, V. I. Marchuck, K. O. Egiazarian

Proceedings Volume 8655, Image Processing: Algorithms and Systems XI; 86550V (2013) https://doi.org/10.1117/12.2004719
Event: IS&T/SPIE Electronic Imaging, 2013, Burlingame, California, United States

Abstract

The problem of automatic video restoration and object removal attract the attention of many researchers. In this paper we present a new framework for video inpainting. We consider the case when a camera motion is approximately parallel to the plane of image projection. The scene may consist of a stationary background with a moving foreground, both of which may require inpainting. Moving objects can move differently, but should not to change their size. A framework presented in this paper contains the following steps: moving objects identification, moving objects tracking and background/foreground segmentation, inpainting and, finally, a video rendering. Some results on test video sequence processing are presented.

Citation Download Citation

V. A. Frantc, V. V. Voronin, V. I. Marchuck, and K. O. Egiazarian "Video inpainting using scene model and object tracking", Proc. SPIE 8655, Image Processing: Algorithms and Systems XI, 86550V (19 February 2013); https://doi.org/10.1117/12.2004719

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