DocumentCode :
764172
Title :
Digital image translational and rotational motion stabilization using optical flow technique
Author :
Chang, Jyh-Yeong ; Hu, Wen-Feng ; Cheng, Mu-Huo ; Chang, Bo-Sen
Author_Institution :
Dept. of Electr. & Control Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Volume :
48
Issue :
1
fYear :
2002
fDate :
2/1/2002 12:00:00 AM
Firstpage :
108
Lastpage :
115
Abstract :
This paper proposes a new digital image stabilization (DIS) system based on optical flow technique. Unlike previous DIS systems developed mainly for removing the translational motion disturbance, the proposed system removes not only the translational but also the rotational motion disturbances. A computational scheme that facilitates the local motion vector field to estimate the global disturbing translational and rotational motions is developed. First, the optical flow technique is used to estimate the local motion vector field of the image, yielding the velocity of each pixel in the current image frame. Then, the global translational and rotational motion parameters are determined in terms of the least squares estimation. Finally, these motion vectors are used to generate the counterbalance signals for removing the disturbance motion. Owing to the additional ability of the rotational motion removal, the new DIS system suppresses the undesirable translational and rotational disturbances effectively and thus enhances the DIS performance significantly
Keywords :
image sequences; least squares approximations; motion estimation; parameter estimation; digital image; least squares estimation; local motion vector field; motion estimation; optical flow; parameter estimation; rotational motion stabilization; translational motion stabilization; Cameras; Digital images; Fluctuations; Image motion analysis; Least squares approximation; Motion detection; Motion estimation; Optical sensors; Pixel; Video sequences;
fLanguage :
English
Journal_Title :
Consumer Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0098-3063
Type :
jour
DOI :
10.1109/TCE.2002.1010098
Filename :
1010098
Link To Document :
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