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