Video stabilization with local rotational motion model

Chih Lun Fang, Tsung Han Tsai, Chih Hao Chang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

To remove the vibration in video content, a video stabilization approach is proposed in this paper. Video stabilization is completed by local rotational motion model in our approach. The local rotational motion is derived from rotation-based block matching method. The global rotational motion is identified by a local rotational motion model. Particularly, global rotational motion is derived by computing the variance of local rotational motion and its direction. Finally, the global rotational motion is smoothed by calculating the motion of neighboring frames. The experimental results demonstrate that the proposed video stabilization approach can produce well smooth videos with smooth rotational motion in various videos. The comparison also shows our superior performance on video stabilization.

Original languageEnglish
Title of host publication2012 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2012
Pages551-554
Number of pages4
DOIs
StatePublished - 2012
Event2012 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2012 - Kaohsiung, Taiwan
Duration: 2 Dec 20125 Dec 2012

Publication series

NameIEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS

Conference

Conference2012 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2012
Country/TerritoryTaiwan
CityKaohsiung
Period2/12/125/12/12

Keywords

  • global motion estimation
  • local rotational motion
  • video stabilization

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