DocumentCode :
772274
Title :
Analysis and Compensation of Rolling Shutter Effect
Author :
Liang, Chia-Kai ; Chang, Li-Wen ; Chen, Homer H.
Author_Institution :
Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei
Volume :
17
Issue :
8
fYear :
2008
Firstpage :
1323
Lastpage :
1330
Abstract :
Due to the sequential-readout structure of complementary metal-oxide semiconductor image sensor array, each scanline of the acquired image is exposed at a different time, resulting in the so-called electronic rolling shutter that induces geometric image distortion when the object or the video camera moves during image capture. In this paper, we propose an image processing technique using a planar motion model to address the problem. Unlike previous methods that involve complex 3-D feature correspondences, a simple approach to the analysis of inter- and intraframe distortions is presented. The high-resolution velocity estimates used for restoring the image are obtained by global motion estimation, Bezier curve fitting, and local motion estimation without resort to correspondence identification. Experimental results demonstrate the effectiveness of the algorithm.
Keywords :
CMOS image sensors; array signal processing; motion estimation; Bezier curve fitting; complementary metal-oxide semiconductor image sensor array; complex 3D feature correspondences; electronic rolling shutter; geometric image distortion; interframe distortions; intraframe distortions; motion estimation; planar motion model; rolling shutter effect; sequential-readout structure; video camera; Complementary metal-oxide semiconductor (CMOS) sensor array; motion analysis; rolling shutter; Algorithms; Artifacts; Image Enhancement; Image Interpretation, Computer-Assisted; Photography; Reproducibility of Results; Sensitivity and Specificity;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/TIP.2008.925384
Filename :
4549748
Link To Document :
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