DocumentCode :
2736266
Title :
On-line digital image stabilization for translational and rotational motion
Author :
Zeng, Qingle ; Wang, Hongyu ; Ma, Xiaorui
Author_Institution :
Fac. of Electron. Inf. & Electr. Eng., Dalian Univ. of Technol., Dalian, China
fYear :
2011
fDate :
21-23 Oct. 2011
Firstpage :
266
Lastpage :
270
Abstract :
This paper presents a real-time digital image stabilization (DIS) algorithm that removes translational and rotational motion without affecting the deliberate panning motion by using Harris corner and a modified proportional integrated (MPI) controller from a captured monitoring video. This paper adopts Harris corners as features, and employs a self-adaption feature matching method to get local motion vectors. A modified PI control system is used in the motion compensating unit. Experimental results demonstrate that the proposed method provides robust control in either translational or rotational motion degraded video.
Keywords :
edge detection; image matching; motion compensation; DIS algorithm; Harris corner; modified PI control system; modified proportional integrated controller; monitoring video; motion compensating unit; motion vector; online digital image stabilization; panning motion; real-time digital image stabilization; rotational motion; self-adaption feature matching; translational motion; Damping; Digital images; Motion compensation; Motion estimation; Streaming media; Vectors; Video sequences; Digital image stabilization (DIS); Harris corner; modified proportional integrated (MPI) controller;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2011 International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-1-61284-879-2
Type :
conf
DOI :
10.1109/IASP.2011.6109044
Filename :
6109044
Link To Document :
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