Measurement of surface roughness of metals using binary speckle image analysis

被引:73
作者
Kayahan, Ersin [1 ]
Oktem, Hasan [2 ]
Hacizade, Fikret [2 ]
Nasibov, Humbat [2 ]
Gundogdu, Ozcan [3 ,4 ]
机构
[1] Kocaeli Univ, Gebze Tech Coll, TR-41420 Cayrova, Kocaeli, Turkey
[2] TUBITAK Natl Res Inst Elect & Cryptol, TR-41470 Gebze, Kocaeli, Turkey
[3] Univ Surrey, Dept Phys, Fac Engn & Phys Sci, Guildford GU2 7XH, Surrey, England
[4] Kocaeli Univ, TR-41384 Kocaeli, Turkey
关键词
Surface roughness; Speckle images; Statistical image analyses of binary images;
D O I
10.1016/j.triboint.2009.06.010
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In this paper, results from an optical technique for measuring surface roughness using image analysis of speckle pattern images are presented. The technique coined as statistical properties of binary images (SPBI) utilizes the combined effects of speckle and scattering phenomena. The speckle patterns obtained with a He-Ne laser were binarized and examined. The parameters such as bright and dark regions and their ratios obtained from this model to evaluate the surface roughness were compared with the surface roughness parameter R-a obtained from a profilometer. it was found that there is a strong relationship between these parameters and R-a, especially in the range of lambda<R-a<2 lambda where lambda is He-Ne laser wavelength. Although, it is a relative method. it has great potential to be used for in-process measurement and automation due to the simplicity of optical system used. The proposed method for the surface roughness combined with a non-contact optical measuring system is applied to samples from 0.5825 to 1.9 mu m of steel (CK 45) through CNC face-milling process. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:307 / 311
页数:5
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