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Research of Recognition Method for Surface Defects of Hot-rolled Round Steel Based on Image Processing

机译:基于图像处理的热轧圆钢表面缺陷识别方法研究

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The surface defects is an important factor affecting the quality of hot-rolled round steel, so the recognition of surface defects plays a very important role in the daily usage of the hot-rolled round steel. This paper aims to bring forward an appropriate method to find out the surface defects of the hot-rolled round steel under the help of Matlab software. First of all, the image edge of the round steel was detected, and the image was segmented. Secondly, the segmented image may appear bended, so it would be straightened to make the surface defects recognition easy. The third step is to eliminate image noise. Finally the processed image was analyzed and the appropriate recognition method was figured out. The results show that the method proposed in this paper is effective and accurate.
机译:表面缺陷是影响热轧圆钢质量的重要因素,因此对表面缺陷的识别在热轧圆钢的日常使用中起着非常重要的作用。本文旨在提出适当的方法,在Matlab软件的帮助下找出热轧圆钢的表面缺陷。首先,检测圆钢的图像边缘,并分段图像。其次,分段图像可能出现弯曲,因此它将被伸直以使表面缺陷识别容易。第三步是消除图像噪声。最后分析了处理的图像并识别出适当的识别方法。结果表明,本文提出的方法是有效准确的。

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