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http://dx.doi.org/10.5695/JKISE.2021.54.2.84

Detection of corrosion on steel plate by using Image Segmentation Method  

Kim, Beomsoo (Department of Mechanical System Engineering, Gyeongsang National University)
Kim, Yeonwon (Division of Marine Mechatronics, Mokpo National Maritime University)
Yang, Jeonghyeon (Department of Mechanical System Engineering, Gyeongsang National University)
Publication Information
Journal of the Korean institute of surface engineering / v.54, no.2, 2021 , pp. 84-89 More about this Journal
Abstract
The visual inspection method is widely used for corrosion damage analysis of steel plate due to the cost-efficient, fast and reasonably accurate results. However, visual inspection of corrosion deteriorated degree has a problem that the reliability of results differs depending on the inspector's individual knowledge and experience. In this study, we evaluated the degree of corrosion from a given image by using image segmentation method based on the grabcut and HSV(Hue, Saturation, Value) color image processing techniques for the development of an automatic inspection tool. The code written in Python based OpenCV-python libraries was used to categorize the images.
Keywords
Image Segmentation; Corrosion; Grabcut; HSV color;
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