2D Video Stabilization for Industrial High-Speed Cameras

被引:1
|
作者
Nikolov, Atanas [1 ]
Dimov, Dimo [1 ]
机构
[1] BAS, Inst Informat & Commun Technol, Sofia 1113, Bulgaria
关键词
Video stabilization; static camera; motion vectors; optical flow; object segmentation;
D O I
10.1515/cait-2015-0086
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The current research concerns the problem of video stabilization "in a point", which aims to stabilize all video frames according to one chosen reference frame to produce a new video, as by a static camera. Similar task importance relates providing static background in the video sequence that can be usable for correct measurements in the frames when studying dynamic objects in the video. For this aim we propose an efficient combined approach, called "3x3OF9x9". It fuses our the previous development for fast and rigid 2D video stabilization [2] with the well-known Optical Flow approach, applied by parts via Otsu segmentation, for eliminating the influence of moving objects in the video. The obtained results are compared with those, produced by the commercial software Warp Stabilizer of Adobe-After-Effects CS6.
引用
收藏
页码:23 / 34
页数:12
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