<abstract xmlns="http://www.w3.org/1999/xhtml"><p>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 “3×3OF9×9”. 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.</p></abstract>

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 “3×3OF9×9”. 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.

2D Video Stabilization for Industrial High-Speed Cameras

Institute of Information and Communication Technologies, BAS, 1113 Sofia, Bulgaria

Cybernetics and Information Technologies

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

{"article-title":"2D Video Stabilization for Industrial High-Speed Cameras"}

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...

2D Video Stabilization for Industrial High-Speed Cameras

Publicado en línea: 19 ene 2016

Páginas: 23 - 34

DOI: https://doi.org/10.1515/cait-2015-0086

Palabras clave
Video stabilization, static camera, motion vectors, optical flow, object segmentation

© 2015 Atanas Nikolov et al., published by De Gruyter Open

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

2D Video Stabilization for Industrial High-Speed Cameras

Publicado en línea: 19 ene 2016

Páginas: 23 - 34

DOI: https://doi.org/10.1515/cait-2015-0086

Palabras claveVideo stabilization, static camera, motion vectors, optical flow, object segmentation

© 2015 Atanas Nikolov et al., published by De Gruyter Open

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Palabras clave
Video stabilization, static camera, motion vectors, optical flow, object segmentation