DocumentCode :
1158926
Title :
Real-Time Digital Image Stabilization System Using Modified Proportional Integrated Controller
Author :
Lin, Chin-Teng ; Hong, Chao-Ting ; Yang, Chien-Ting
Author_Institution :
Dept. of Electr. & Control Eng., Nat. Chiao-Tung Univ., Hsinchu
Volume :
19
Issue :
3
fYear :
2009
fDate :
3/1/2009 12:00:00 AM
Firstpage :
427
Lastpage :
431
Abstract :
This paper presents a novel, real-time digital image stabilization (DIS) system using a modified proportional integrated (MPI) controller to remove stably unwanted shaking from an image sequence that is captured by a hand-held video camera without affecting the deliberate panning motion of the camera. Researchers have addressed the trade-off problem between the removal of shaking and the preservation of global camera movement. This paper analyzes motion compensation, which is formulated as a control problem. A compensating motion vector (CMV) estimation method with a modified PI control system is proposed both to remove the unwanted jitter and to preserve the deliberate, panning motion of the camera. Experimental results demonstrate that the proposed system provides robust motion compensation of image sequences in various conditions.
Keywords :
PI control; image processing; image sequences; compensating motion vector estimation method; hand-held video camera; image sequence; modified proportional integrated controller; real-time digital image stabilization; DIS; Digital image stabilizer; PI controller; proportional integrated controller; smooth index;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/TCSVT.2009.2013508
Filename :
4783044
Link To Document :
بازگشت