Knowledge Commons of Institute of Automation,CAS
Visual navigation for a power transmission line inspection robot | |
Zhang, Yunchu; Fu, Siyao; Zhao, Xiaoguang![]() ![]() ![]() | |
发表期刊 | COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS
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2006 | |
卷号 | 4114页码:887-892 |
文章类型 | Article |
摘要 | Inspection robot must plan its behavior to negotiate obstacles according to their types when it is crawling along the power transmission line. For this purpose, a visual navigation system is designed to recognize the obstacles and locate their positions by stereovision. We propose a structure-constrained obstacle recognition algorithm based on improved circle detection methods to recognize obstacles from complex background robustly. After the obstacle is recognized, a region based stereo matching algorithm is used to search the correspondence points in the stereo images, and the position of the obstacle relative to the robot is calculated by 3D reconstruction. Experiments with simulation and real transmission line show its effectiveness. |
WOS标题词 | Science & Technology ; Technology |
收录类别 | ISTP ; SCI |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Artificial Intelligence |
WOS记录号 | WOS:000240083300111 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9276 |
专题 | 09年以前成果 |
作者单位 | 1.Chinese Acad Sci, Inst Automat, Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China 2.Shandong Univ Architecture & Engn, Sch Informat & Elect Engn, Jinan 250101, Peoples R China |
推荐引用方式 GB/T 7714 | Zhang, Yunchu,Fu, Siyao,Zhao, Xiaoguang,et al. Visual navigation for a power transmission line inspection robot[J]. COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS,2006,4114:887-892. |
APA | Zhang, Yunchu.,Fu, Siyao.,Zhao, Xiaoguang.,Liang, Zize.,Tan, Min.,...&Irwin, GW.(2006).Visual navigation for a power transmission line inspection robot.COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS,4114,887-892. |
MLA | Zhang, Yunchu,et al."Visual navigation for a power transmission line inspection robot".COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS 4114(2006):887-892. |
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