Title
Motion-Consistent Video Inpainting
Abstract
We propose a fast and automatic inpainting technique for high-definition videos which works under many challenging conditions such as a moving camera, a dynamic background or a long lasting occlusion. Built upon the previous work by Newson et al. [1] which optimizes a global patch-based function, our method makes a significant improvement, especially in motion preservation, by incorporating the optical flow in several stages of the algorithm. Moreover, code parallelization and a modification in the process of patches pair wise matching yield a significant reduction of computation time. Experimental results on both classical and challenging datasets show that our algorithm outperforms other state-of-the-art approaches.
Year
Venue
Keywords
2017
2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
Video inpainting, video restoration, patches, optical flow, video editing
DocType
ISSN
Citations 
Conference
1522-4880
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Thuc Trinh Le121.08
Andrés Almansa219923.22
Yann Gousseau361761.10
Simon Masnou41249.26