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
Link To Document :
بازگشت