Image stabilization based on BM-EMD

Jia Liu*, Caicheng Shi

*Corresponding author for this work

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

5 Citations (Scopus)

Abstract

TV camera system has been widely used in electronic industry, but a crucial problem is the image stability. The reason of the unstable image is that the moving of camera system carrier. The technology of image stabilization has been developed form mechanical image stabilization to optical image stabilization and electronic image stabilization. The electronic image stabilization is currently a hot research. In this paper, we proposed an electronic image stabilization method using block matching and Empirical Mode Decomposition. Image Stabilization is comprised of motion estimation and compensation between image frames. We used the block matching to estimate the motion parameters and smoothed the parameters using empirical mode decomposition. Then we executed the reconstruction of image frames. Finally, we got the stabilized image frames. The experiments show the accuracy and smoothing reliability of our algorithm.

Original languageEnglish
Title of host publication2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011
Pages591-593
Number of pages3
DOIs
Publication statusPublished - 2011
Event2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011 - Xi'an, China
Duration: 27 May 201129 May 2011

Publication series

Name2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011

Conference

Conference2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011
Country/TerritoryChina
CityXi'an
Period27/05/1129/05/11

Keywords

  • Block Matching
  • Empirical Mode Decomposition
  • Image Stabilization
  • Smoothing

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