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 :
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