DocumentCode
1290541
Title
Rolling shutter distortion removal based on curve interpolation
Author
Yufen Sun ; Gang Liu
Author_Institution
Coll. of Comput. Sci. & Technol., Wuhan Univ. of Technol., Wuhan, China
Volume
58
Issue
3
fYear
2012
fDate
8/1/2012 12:00:00 AM
Firstpage
1045
Lastpage
1050
Abstract
In videos shot by rolling shutter cameras, rapid camera or object motion may cause obvious image distortions. This paper proposes a rectification method that removes rolling shutter distortions by performing curve interpolation for each pixel. This method does not require camera calibration, and it can handle camera and object motion simultaneously. The method only assumes that the motion is smooth. If camera motion alone causes distortions, a variation of this method requiring less computation can be used. Experiments on synthetic datasets and real videos show that the methods can remove rolling shutter distortions effectively.
Keywords
curve fitting; distortion; image denoising; image motion analysis; interpolation; smoothing methods; video cameras; video signal processing; camera motion; curve interpolation; image distortion; image smoothing; object motion analysis; rapid camera; rectification method; rolling shutter camera; rolling shutter distortion removal; video shot; Accuracy; Algorithm design and analysis; Cameras; Delay; Interpolation; Solid modeling; Videos; CMOS image sensor; curve interpolation; post-processing technique; rolling shutterdistortion;
fLanguage
English
Journal_Title
Consumer Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0098-3063
Type
jour
DOI
10.1109/TCE.2012.6311354
Filename
6311354
Link To Document