Research on the Defects Identify of the Weld-line's Image of the In-service Pipeline Based on BP Neural Network

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 工业控制网络与系统研究室

	Research on the Defects Identify of the Weld-line's Image of the In-service Pipeline Based on BP Neural Network
	Yuan, Gao ; Yin J(尹健); Wang ZW(王照伟); Ceng P(曾鹏); Li D(李栋); Yu HB(于海斌); Liu JD(刘金娣)
	2017
会议名称	1st International Conference on Electronics Instrumentation & Information Systems (EIIS)
会议日期	June 3-5, 2017
会议地点	Harbin, China
关键词	Welding-line defects BP neural network Image recognition
页码	366-371
通讯作者	Yin J(尹健)
中文摘要	This paper applied computer aided technique to do the image recognition work of the welding-line's defects. And this paper uses aspect ratio, roundness, compactness, symmetry, steepness, gray contrast of defect and the background, position of the defect as the defects' eigenvalues. And this paper applied BP neural network to recognize the defects. And experiments are used to get the best values of the eigenvalues.
收录类别	CPCI（ISTP）
产权排序	1
会议主办者	IEEE Harbin Sect
会议录	PROCEEDINGS FIRST INTERNATIONAL CONFERENCE ON ELECTRONICS INSTRUMENTATION & INFORMATION SYSTEMS (EIIS 2017)
会议录出版者	IEEE
会议录出版地	New York
语种	英语
ISBN号	978-1-5386-0843-2
WOS记录号	WOS:000426992300063
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/22028]
专题	沈阳自动化研究所_工业控制网络与系统研究室
作者单位	1.Intelligent Detection and Equipment Department, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China, 110016 2.Open Pit Engineering Division, CCTEG Shenyang Engineering Company, Shenyang, China, 110015
推荐引用方式 GB/T 7714	Yuan, Gao,Yin J,Wang ZW,et al. Research on the Defects Identify of the Weld-line's Image of the In-service Pipeline Based on BP Neural Network[C]. 见:1st International Conference on Electronics Instrumentation & Information Systems (EIIS). Harbin, China. June 3-5, 2017.