Inter-image Affinity based Interactive Video Object Segmentation

被引：0
|
作者：
Heo, Yuk [1 ]
Koh, Yeong Jun [2 ]
Kim, Chang-Su [1 ]
机构：
[1] Korea Univ, Sch Elect Engn, Seoul, South Korea
[2] Chungnam Natl Univ, Dept Comp Sci & Engn, Chungnam, South Korea
来源：
11TH INTERNATIONAL CONFERENCE ON ICT CONVERGENCE: DATA, NETWORK, AND AI IN THE AGE OF UNTACT (ICTC 2020) | 2020年
关键词：
Interactive Video Object Segmentation; Video Object Segmentation; Segmentation;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
A procedure of interactive video object segmentation is cutting out a target object in a video by repeatedly providing user-annotations (points, lines, etc.) to an algorithm. In this paper, the procedure is achieved by generating the inter-image affinity matrix between the target frame and the annotated frame, and the other matrix between the previous frame and the target frame. By utilizing the two inter-image affinity matrices, we transport encoded features of the annotated frame and the previous frame for the target object. Through the experimental result, we show that exploiting the inter-image affinity matrices are effective for conducting the interactive video object segmentation.
引用
收藏
页码：384 / 386
页数：3
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