Optimal key-frame selection for video-based structure-from-motion

被引:6
作者
Park, M. -G. [1 ]
Yoon, K. -J. [1 ]
机构
[1] Gwangju Inst Sci & Technol, Sch Informat & Commun, Kwangju, South Korea
基金
新加坡国家研究基金会;
关键词
D O I
10.1049/el.2011.2674
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
Proposed is a novel key-frame selection method for the video-based structure-from-motion technique. This method consists of two main steps. First, unreliable features are eliminated by analysing the lifetimes of the tracked features. Next, an optimal set of key-frames is selected considering sufficient baselines between key-frames, data redundancy, and the avoidance of degeneracy. The proposed method is experimentally verified in terms of accuracy and stability for various video sequences.
引用
收藏
页码:1367 / 1368
页数:2
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