DocumentCode
3224268
Title
Image stabilization based on BM-EMD
Author
Liu, Jia ; Shi, Caicheng
Author_Institution
Beijing Inst. of Technol., Beijing, China
fYear
2011
fDate
27-29 May 2011
Firstpage
591
Lastpage
593
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.
Keywords
image matching; image reconstruction; motion compensation; motion estimation; smoothing methods; BM-EMD; TV camera system; block matching; camera system carrier; electronic image stabilization; electronic industry; empirical mode decomposition; image frame reconstruction; mechanical image stabilization; motion compensation; motion estimation; optical image stabilization; smoothing reliability; Cameras; TV; Block Matching; Empirical Mode Decomposition; Image Stabilization; Smoothing;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
Conference_Location
Xi´an
Print_ISBN
978-1-61284-485-5
Type
conf
DOI
10.1109/ICCSN.2011.6013903
Filename
6013903
Link To Document