Abstract | ||
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Video object cutout aims to extract homogenous objects from background in a video clip, which is a key process in many video processing fields, such as video compositing, video stylized rendering and so on. In this paper, we present a novel video cutout method by matching hierarchical structure of video frames. We first segment each frame by mean shift and construct hierarchical structure as a tree in preprocess stage. We then require user's interaction to label objects in a key frame. We further model video segmentation as matching hierarchical structure of frame and proposed an inter-frame matching algorithm. Experimental results show that our method can achieve desirable video segmentation results. |
Year | DOI | Venue |
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2011 | 10.1145/2087756.2087799 | VRCAI |
Keywords | DocType | Citations |
video clip,hierarchical frame structure,video object cutout,hierarchical structure,video processing field,video stylized rendering,video compositing,model video segmentation,interactive video object cutout,desirable video segmentation result,video frame,novel video cutout method,mean shift,video processing | Conference | 0 |
PageRank | References | Authors |
0.34 | 9 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Mingang Chen | 1 | 7 | 2.18 |
Rui Hou | 2 | 0 | 0.34 |
Lizhuang Ma | 3 | 498 | 100.70 |
Yan Gao | 4 | 8 | 2.61 |