Metal Surface Corrosion Grade Estimation from Single Image

机译：从单张图像估计金属表面腐蚀等级

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Metal corrosion can cause many problems, how to quickly and effectively assess the grade of metal corrosion and timely remediation is a very important issue. Typically, this is done by trained surveyors at great cost. Assisting them in the inspection process by computer vision and artificial intelligence would decrease the inspection cost. In this paper, we propose a dataset of metal surface correction used for computer vision detection and present a comparison between standard computer vision techniques by using OpenCV and deep learning method for automatic metal surface corrosion grade estimation from single image on this dataset. The test has been performed by classifying images and calculating the accuracy for the two different approaches.

机译：金属腐蚀会引起很多问题，如何快速有效地评估金属腐蚀的等级并及时进行补救是一个非常重要的问题。通常，这是由训练有素的验船师以高昂的代价完成的。通过计算机视觉和人工智能帮助他们进行检查过程将降低检查成本。在本文中，我们提出了用于计算机视觉检测的金属表面校正数据集，并提出了使用OpenCV与深度学习方法对标准计算机视觉技术进行比较的方法，该方法可从该数据集上的单个图像自动估计金属表面腐蚀等级。通过对图像进行分类并计算两种不同方法的准确性来执行该测试。

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《International conference on graphic and image processing》|2017年|106154Z.1-106154Z.6|共6页
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Yijun Chen; Lin Qi; Huyuan Sun; Hao Fan; Junyu Dong;
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Metal corrosion; computer vision; dataset; deep learning; estimation;

机译：金属腐蚀;计算机视觉;数据集深度学习估算;

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专利

1. Corrigendum to 'Corrosion protection of non-alloyed AIAI 316L concrete steel metal grade in aqueous H_2SO_4: Electroanalytical and surface analyses with metiamide' [Constr. Build. Mater. 68 (2014) 285-290] [J] . Eduok Ubong M. Construction and Building Materials . 2018,第MARa20期

机译：“在H_2SO_4水溶液中非合金AIAI 316L混凝土金属等级的腐蚀防护：用甲酰胺进行电分析和表面分析”的勘误建立。母校68（2014）285-290]
2. Corrosion protection of non-alloyed AIAI 316L concrete steel metal grade in aqueous H_2SO_4: Electroanalytical and surface analyses with Metiamide [J] . Ubong M. Eduok, Mazen M. Khaled Construction and Building Materials . 2014,第octa15期

机译：非合金AIAI 316L金属钢在H_2SO_4水溶液中的腐蚀防护：甲酰胺用于电分析和表面分析
3. Chemical Imaging of Monolayers on Metal Surfaces: Applications in Corrosion, Catalysis, and Self-Assembled Monolayers [J] . Baldelli S Chemphyschem: A European journal of chemical physics and physical chemistry . 2008,第16期

机译：金属表面上单层的化学成像：在腐蚀，催化和自组装单层中的应用
4. Metal Surface Corrosion Grade Estimation from Single Image [C] . Yijun Chen, Lin Qi, Huyuan Sun, International Conference on Graphic and Image Processing . 2017

机译：单个图像的金属表面腐蚀级估计
5. Applied Experimental Surface Chemistry at Solid-Liquid and Solid-Gas Interface: A UHV Study of Carbon Dioxide Sorption on Single and Composite Alkali and Alkaline Earth Metal (potassium modified magnesia) Films and Using Zeta Potential to Probe Surface Reaction Kinetics and Equilibrium on Mineral Surfaces in Liquid Media: Measurements, Modeling and Parameter Estimation. [D] . Faruqui, Danish. 2010

机译：在固-液和固-气界面的应用实验表面化学：在单层和复合碱和碱土金属（钾改性氧化镁）膜上二氧化碳吸附的超高压研究，并利用Zeta电位探测矿物表面的表面反应动力学和平衡在液体介质中：测量，建模和参数估计。
6. In situ nano- to microscopic imaging and growth mechanism of electrochemical dissolution (e.g. corrosion) of a confined metal surface [O] . C. Merola, H.-W. Cheng, K. Schwenzfeier, 2017

机译：局限金属表面的电化学溶解（例如腐蚀）的原位纳米到显微成像和生长机理
7. Surfaces of Corrosion-Resistant Metals in Wet Corrosion Environments. [O] . Katsuhisa Sugimoto 1997

机译：湿腐蚀环境中腐蚀金属的表面。

Metal Surface Corrosion Grade Estimation from Single Image

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