DocumentCode
3449911
Title
A real-time scheme of video stabilization for mine tunnel inspectional robot
Author
Zhu, Wei ; Li, Kejie ; Gao, Xueshan ; Gao, Junyao ; Li, Jize ; Zhang, Xiaolei
Author_Institution
Astrospace Sci. & Eng. Sch. Intell. Robot. Inst., Beijing Inst. of Technol., Beijing
fYear
2007
fDate
15-18 Dec. 2007
Firstpage
702
Lastpage
705
Abstract
The purpose for this research is to develop a realtime video stabilization algorithm for mine tunnel inspectional robot. The inspectional robot moves violently and randomly depending on the tunnel terrain, the video flow captured from the camera bounded on the robot is affected by jitters. These jitters mean there are errors between the captured video flow and the desired video flow. These errors affect the robot operator´s visual experience. In this paper, a real-time scheme of video stabilization is proposed to overcome the rotational and translational movement of video flow. In proposed scheme, the LSE analytical solution is adopted to estimate the global motion parameters through local motion vectors, and for the purpose of getting smooth video flow, the weighting least error fitting algorithm is used to smooth the video frames. Finally, the experimental results show the effectiveness of this scheme.
Keywords
robot vision; service robots; stability; captured video flow; desired video flow; local motion vectors; mine tunnel inspectional robot; real-time video stabilization algorithm; tunnel terrain; video stabilization; Biomimetics; Cameras; Computational efficiency; Intelligent robots; Jitter; Mathematical model; Motion analysis; Motion estimation; Robot vision systems; Wires; LSE analytical solution; video stabilization;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Biomimetics, 2007. ROBIO 2007. IEEE International Conference on
Conference_Location
Sanya
Print_ISBN
978-1-4244-1761-2
Electronic_ISBN
978-1-4244-1758-2
Type
conf
DOI
10.1109/ROBIO.2007.4522248
Filename
4522248
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