Atmospheric forepart corrosion behaviors of nonferrous metal based on image recognition

IMR OpenIR

	Atmospheric forepart corrosion behaviors of nonferrous metal based on image recognition
	Song, SZ ; Wang, SY ; Gao, ZM ; Zhang, XY ; Ma, YJ ; Li, JZ
通讯作者	Song, SZ()
	2002-08-01
发表期刊	ACTA METALLURGICA SINICA
ISSN	0412-1961
卷号	38 期号:8 页码:893-896
摘要	An analyzing method based on image recognition is set up to study the atmospheric forepart corrosion behaviors of nonferrous metal: first, scanner is used to acquire corrosion images of nonferrous metal in atmosphere environment; second, multi-resolution continuous wavelet transformation is applied to decompose the images and energies of sub-images are extracted as character information; finally, the relationship between the characters and corrosion data of samples is studied by peculiar way, such as artificial neutral network, regression model, etc. Using the established method, the pure zinc samples in Beijing atmosphere are examined and a model, which has a high precision, 0.98 and can predict the corrosion weight lose data of samples is erected. Furthermore, another method that can be used to forecast the forepart corrosion degree of pure zinc in atmosphere was primary studied, too.
关键词	atmospheric corrosion image recognition wavelet transformation corrosion forecast
收录类别	SCI
语种	英语
WOS研究方向	Metallurgy & Metallurgical Engineering
WOS类目	Metallurgy & Metallurgical Engineering
WOS记录号	WOS:000177977000023
出版者	SCIENCE CHINA PRESS
引用统计	被引频次：8[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.imr.ac.cn/handle/321006/115476
专题	中国科学院金属研究所
通讯作者	Song, SZ
作者单位	1.Tianjin Univ, Sch Mat, Tianjin 300072, Peoples R China 2.Chinese Acad Sci, Met Res Inst, State Key Lab Corros & Protect, Shenyang 110016, Peoples R China 3.Beijing Inst Aeronaut Mat, Beijing 100095, Peoples R China
推荐引用方式 GB/T 7714	Song, SZ,Wang, SY,Gao, ZM,et al. Atmospheric forepart corrosion behaviors of nonferrous metal based on image recognition[J]. ACTA METALLURGICA SINICA,2002,38(8):893-896.
APA	Song, SZ,Wang, SY,Gao, ZM,Zhang, XY,Ma, YJ,&Li, JZ.(2002).Atmospheric forepart corrosion behaviors of nonferrous metal based on image recognition.ACTA METALLURGICA SINICA,38(8),893-896.
MLA	Song, SZ,et al."Atmospheric forepart corrosion behaviors of nonferrous metal based on image recognition".ACTA METALLURGICA SINICA 38.8(2002):893-896.