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Published in:
2015 | OriginalPaper | Chapter
A Novel Fast Full Frame Video Stabilization via Three-Layer Model
Authors : Wei Long, Jie Yang, Dacheng Song, Xiaogang Chen, Xiangjian He
Published in: MultiMedia Modeling
Publisher: Springer International Publishing
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Video stabilization is an important video enhancement technology which aims at removing undesired shaking from input videos. A challenging task in stabilization is to inpaint the missing pixels of undefined areas in the motion-compensated frames. This paper describes a new video stabilization method. It adopts a multi-layer model to improve the efficiency of the video stabilization. The undefined areas can be inpainted in real-time. Compared with traditional methods, our proposed algorithm only need maintain a single updated mosaic image for video completion, while previous methods require to store all neighboring frames and then registered with the current frame. The experimental results demonstrated the effectiveness of the proposed approach.