Information and Media Technologies
Online ISSN : 1881-0896
ISSN-L : 1881-0896
Media (processing) and Interaction
Video Completion via Spatio-temporally Consistent Motion Inpainting
Menandro RoxasTakaaki ShiratoriKatsushi Ikeuchi
キーワード: video completion, optical flow
ジャーナル フリー

2014 年 9 巻 4 号 p. 500-504


Given an image sequence with corrupted pixels, usually big holes that span over several frames, we propose to complete the missing parts using an iterative optimization approach which minimizes an optical flow functional and propagates the color information simultaneously. Inside one iteration of the optical flow estimation, we use the solved motion field to propagate the color and then use the newly inpainted color back to the brightness constraint of the optical flow functional. We then introduce a spatially dependent blending factor, called the mask function, to control the effect of the newly propagated color. We also add a trajectory constraint by solving the forward and backward flow simultaneously using three frames. Finally, we minimize the functional by using alternating direction method of multipliers.

© 2014 Information Processing Society of Japan
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